diff --git a/nb/GPT_OSS_BNB_(20B)-Inference.ipynb b/nb/GPT_OSS_BNB_(20B)-Inference.ipynb index ab5a2d29..17bbb3b6 100644 --- a/nb/GPT_OSS_BNB_(20B)-Inference.ipynb +++ b/nb/GPT_OSS_BNB_(20B)-Inference.ipynb @@ -51,7 +51,7 @@ "execution_count": null, "metadata": {}, "outputs": [], - "source": "%%capture\nimport os, importlib.util\n!pip install --upgrade -qqq uv\nif importlib.util.find_spec(\"torch\") is None or \"COLAB_\" in \"\".join(os.environ.keys()): \n try: import numpy, PIL; get_numpy = f\"numpy=={numpy.__version__}\"; get_pil = f\"pillow=={PIL.__version__}\"\n except: get_numpy = \"numpy\"; get_pil = \"pillow\"\n !uv pip install -qqq \\\n \"torch>=2.8.0\" \"triton>=3.4.0\" {get_numpy} {get_pil} torchvision bitsandbytes \"transformers==4.56.2\" \\\n \"unsloth_zoo[base] @ git+https://github.com/unslothai/unsloth-zoo\" \\\n \"unsloth[base] @ git+https://github.com/unslothai/unsloth\" \\\n git+https://github.com/triton-lang/triton.git@05b2c186c1b6c9a08375389d5efe9cb4c401c075#subdirectory=python/triton_kernels\nelif importlib.util.find_spec(\"unsloth\") is None:\n !uv pip install -qqq unsloth\n!uv pip install --upgrade --no-deps transformers==4.56.2 tokenizers trl==0.22.2 unsloth unsloth_zoo" + "source": "%%capture\nimport os, importlib.util\n!pip install --upgrade -qqq uv\nif importlib.util.find_spec(\"torch\") is None or \"COLAB_\" in \"\".join(os.environ.keys()): \n try: import numpy, PIL; get_numpy = f\"numpy=={numpy.__version__}\"; get_pil = f\"pillow=={PIL.__version__}\"\n except: get_numpy = \"numpy\"; get_pil = \"pillow\"\n !uv pip install -qqq \\\n \"torch>=2.8.0\" \"triton>=3.4.0\" {get_numpy} {get_pil} torchvision bitsandbytes \"transformers==4.56.2\" \\\n \"unsloth_zoo[base] @ git+https://github.com/unslothai/unsloth-zoo\" \\\n \"unsloth[base] @ git+https://github.com/unslothai/unsloth\" \\\n git+https://github.com/triton-lang/triton.git@0add68262ab0a2e33b84524346cb27cbb2787356#subdirectory=python/triton_kernels\nelif importlib.util.find_spec(\"unsloth\") is None:\n !uv pip install -qqq unsloth\n!uv pip install --upgrade --no-deps transformers==4.56.2 tokenizers trl==0.22.2 unsloth unsloth_zoo" }, { "cell_type": "code", diff --git a/nb/GPT_OSS_MXFP4_(20B)-Inference.ipynb b/nb/GPT_OSS_MXFP4_(20B)-Inference.ipynb index 100c277d..b64aafa9 100644 --- a/nb/GPT_OSS_MXFP4_(20B)-Inference.ipynb +++ b/nb/GPT_OSS_MXFP4_(20B)-Inference.ipynb @@ -61,7 +61,7 @@ "id": "CoVJPS_uUghm" }, "outputs": [], - "source": "%%capture\nimport os, importlib.util\n!pip install --upgrade -qqq uv\nif importlib.util.find_spec(\"torch\") is None or \"COLAB_\" in \"\".join(os.environ.keys()): \n try: import numpy, PIL; get_numpy = f\"numpy=={numpy.__version__}\"; get_pil = f\"pillow=={PIL.__version__}\"\n except: get_numpy = \"numpy\"; get_pil = \"pillow\"\n !uv pip install -qqq \\\n \"torch>=2.8.0\" \"triton>=3.4.0\" {get_numpy} {get_pil} torchvision bitsandbytes \"transformers==4.56.2\" \\\n \"unsloth_zoo[base] @ git+https://github.com/unslothai/unsloth-zoo\" \\\n \"unsloth[base] @ git+https://github.com/unslothai/unsloth\" \\\n git+https://github.com/triton-lang/triton.git@05b2c186c1b6c9a08375389d5efe9cb4c401c075#subdirectory=python/triton_kernels\nelif importlib.util.find_spec(\"unsloth\") is None:\n !uv pip install -qqq unsloth\n!uv pip install --upgrade --no-deps transformers==4.56.2 tokenizers trl==0.22.2 unsloth unsloth_zoo" + "source": "%%capture\nimport os, importlib.util\n!pip install --upgrade -qqq uv\nif importlib.util.find_spec(\"torch\") is None or \"COLAB_\" in \"\".join(os.environ.keys()): \n try: import numpy, PIL; get_numpy = f\"numpy=={numpy.__version__}\"; get_pil = f\"pillow=={PIL.__version__}\"\n except: get_numpy = \"numpy\"; get_pil = \"pillow\"\n !uv pip install -qqq \\\n \"torch>=2.8.0\" \"triton>=3.4.0\" {get_numpy} {get_pil} torchvision bitsandbytes \"transformers==4.56.2\" \\\n \"unsloth_zoo[base] @ git+https://github.com/unslothai/unsloth-zoo\" \\\n \"unsloth[base] @ git+https://github.com/unslothai/unsloth\" \\\n git+https://github.com/triton-lang/triton.git@0add68262ab0a2e33b84524346cb27cbb2787356#subdirectory=python/triton_kernels\nelif importlib.util.find_spec(\"unsloth\") is None:\n !uv pip install -qqq unsloth\n!uv pip install --upgrade --no-deps transformers==4.56.2 tokenizers trl==0.22.2 unsloth unsloth_zoo" }, { "cell_type": "markdown", diff --git a/nb/HuggingFace Course-gpt-oss-(20B)-GRPO.ipynb b/nb/HuggingFace Course-gpt-oss-(20B)-GRPO.ipynb index 280d48a5..2044cc55 100644 --- a/nb/HuggingFace Course-gpt-oss-(20B)-GRPO.ipynb +++ b/nb/HuggingFace Course-gpt-oss-(20B)-GRPO.ipynb @@ -71,7 +71,7 @@ "id": "qYBwh6k5b7oZ" }, "outputs": [], - "source": "%%capture\nimport os, importlib.util\n!pip install --upgrade -qqq uv\nif importlib.util.find_spec(\"torch\") is None or \"COLAB_\" in \"\".join(os.environ.keys()): \n try: import numpy, PIL; get_numpy = f\"numpy=={numpy.__version__}\"; get_pil = f\"pillow=={PIL.__version__}\"\n except: get_numpy = \"numpy\"; get_pil = \"pillow\"\n !uv pip install -qqq \\\n \"torch>=2.8.0\" \"triton>=3.4.0\" {get_numpy} {get_pil} torchvision bitsandbytes \"transformers==4.56.2\" \\\n \"unsloth_zoo[base] @ git+https://github.com/unslothai/unsloth-zoo\" \\\n \"unsloth[base] @ git+https://github.com/unslothai/unsloth\" \\\n git+https://github.com/triton-lang/triton.git@05b2c186c1b6c9a08375389d5efe9cb4c401c075#subdirectory=python/triton_kernels\nelif importlib.util.find_spec(\"unsloth\") is None:\n !uv pip install -qqq unsloth\n!uv pip install --upgrade --no-deps transformers==4.56.2 tokenizers trl==0.22.2 unsloth unsloth_zoo" + "source": "%%capture\nimport os, importlib.util\n!pip install --upgrade -qqq uv\nif importlib.util.find_spec(\"torch\") is None or \"COLAB_\" in \"\".join(os.environ.keys()): \n try: import numpy, PIL; get_numpy = f\"numpy=={numpy.__version__}\"; get_pil = f\"pillow=={PIL.__version__}\"\n except: get_numpy = \"numpy\"; get_pil = \"pillow\"\n !uv pip install -qqq \\\n \"torch>=2.8.0\" \"triton>=3.4.0\" {get_numpy} {get_pil} torchvision bitsandbytes \"transformers==4.56.2\" \\\n \"unsloth_zoo[base] @ git+https://github.com/unslothai/unsloth-zoo\" \\\n \"unsloth[base] @ git+https://github.com/unslothai/unsloth\" \\\n git+https://github.com/triton-lang/triton.git@0add68262ab0a2e33b84524346cb27cbb2787356#subdirectory=python/triton_kernels\nelif importlib.util.find_spec(\"unsloth\") is None:\n !uv pip install -qqq unsloth\n!uv pip install --upgrade --no-deps transformers==4.56.2 tokenizers trl==0.22.2 unsloth unsloth_zoo" }, { "cell_type": "markdown", diff --git a/nb/HuggingFace Course-gpt-oss-(20B)_A100-GRPO.ipynb b/nb/HuggingFace Course-gpt-oss-(20B)_A100-GRPO.ipynb index bcb14a29..031f25d7 100644 --- a/nb/HuggingFace Course-gpt-oss-(20B)_A100-GRPO.ipynb +++ b/nb/HuggingFace Course-gpt-oss-(20B)_A100-GRPO.ipynb @@ -53,7 +53,7 @@ "execution_count": null, "metadata": {}, "outputs": [], - "source": "%%capture\nimport os, importlib.util\n!pip install --upgrade -qqq uv\nif importlib.util.find_spec(\"torch\") is None or \"COLAB_\" in \"\".join(os.environ.keys()): \n try: import numpy, PIL; get_numpy = f\"numpy=={numpy.__version__}\"; get_pil = f\"pillow=={PIL.__version__}\"\n except: get_numpy = \"numpy\"; get_pil = \"pillow\"\n !uv pip install -qqq \\\n \"torch>=2.8.0\" \"triton>=3.4.0\" {get_numpy} {get_pil} torchvision bitsandbytes \"transformers==4.56.2\" \\\n \"unsloth_zoo[base] @ git+https://github.com/unslothai/unsloth-zoo\" \\\n \"unsloth[base] @ git+https://github.com/unslothai/unsloth\" \\\n git+https://github.com/triton-lang/triton.git@05b2c186c1b6c9a08375389d5efe9cb4c401c075#subdirectory=python/triton_kernels\nelif importlib.util.find_spec(\"unsloth\") is None:\n !uv pip install -qqq unsloth\n!uv pip install --upgrade --no-deps transformers==4.56.2 tokenizers trl==0.22.2 unsloth unsloth_zoo" + "source": "%%capture\nimport os, importlib.util\n!pip install --upgrade -qqq uv\nif importlib.util.find_spec(\"torch\") is None or \"COLAB_\" in \"\".join(os.environ.keys()): \n try: import numpy, PIL; get_numpy = f\"numpy=={numpy.__version__}\"; get_pil = f\"pillow=={PIL.__version__}\"\n except: get_numpy = \"numpy\"; get_pil = \"pillow\"\n !uv pip install -qqq \\\n \"torch>=2.8.0\" \"triton>=3.4.0\" {get_numpy} {get_pil} torchvision bitsandbytes \"transformers==4.56.2\" \\\n \"unsloth_zoo[base] @ git+https://github.com/unslothai/unsloth-zoo\" \\\n \"unsloth[base] @ git+https://github.com/unslothai/unsloth\" \\\n git+https://github.com/triton-lang/triton.git@0add68262ab0a2e33b84524346cb27cbb2787356#subdirectory=python/triton_kernels\nelif importlib.util.find_spec(\"unsloth\") is None:\n !uv pip install -qqq unsloth\n!uv pip install --upgrade --no-deps transformers==4.56.2 tokenizers trl==0.22.2 unsloth unsloth_zoo" }, { "cell_type": "markdown", diff --git a/nb/HuggingFace Course-gpt_oss_(20B)_GRPO_BF16.ipynb b/nb/HuggingFace Course-gpt_oss_(20B)_GRPO_BF16.ipynb index 471f3608..38eb64fb 100644 --- a/nb/HuggingFace Course-gpt_oss_(20B)_GRPO_BF16.ipynb +++ b/nb/HuggingFace Course-gpt_oss_(20B)_GRPO_BF16.ipynb @@ -53,7 +53,7 @@ "execution_count": null, "metadata": {}, "outputs": [], - "source": "%%capture\nimport os, importlib.util\n!pip install --upgrade -qqq uv\nif importlib.util.find_spec(\"torch\") is None or \"COLAB_\" in \"\".join(os.environ.keys()): \n try: import numpy, PIL; get_numpy = f\"numpy=={numpy.__version__}\"; get_pil = f\"pillow=={PIL.__version__}\"\n except: get_numpy = \"numpy\"; get_pil = \"pillow\"\n !uv pip install -qqq \\\n \"torch>=2.8.0\" \"triton>=3.4.0\" {get_numpy} {get_pil} torchvision bitsandbytes \"transformers==4.56.2\" \\\n \"unsloth_zoo[base] @ git+https://github.com/unslothai/unsloth-zoo\" \\\n \"unsloth[base] @ git+https://github.com/unslothai/unsloth\" \\\n git+https://github.com/triton-lang/triton.git@05b2c186c1b6c9a08375389d5efe9cb4c401c075#subdirectory=python/triton_kernels\nelif importlib.util.find_spec(\"unsloth\") is None:\n !uv pip install -qqq unsloth\n!uv pip install --upgrade --no-deps transformers==4.56.2 tokenizers trl==0.22.2 unsloth unsloth_zoo" + "source": "%%capture\nimport os, importlib.util\n!pip install --upgrade -qqq uv\nif importlib.util.find_spec(\"torch\") is None or \"COLAB_\" in \"\".join(os.environ.keys()): \n try: import numpy, PIL; get_numpy = f\"numpy=={numpy.__version__}\"; get_pil = f\"pillow=={PIL.__version__}\"\n except: get_numpy = \"numpy\"; get_pil = \"pillow\"\n !uv pip install -qqq \\\n \"torch>=2.8.0\" \"triton>=3.4.0\" {get_numpy} {get_pil} torchvision bitsandbytes \"transformers==4.56.2\" \\\n \"unsloth_zoo[base] @ git+https://github.com/unslothai/unsloth-zoo\" \\\n \"unsloth[base] @ git+https://github.com/unslothai/unsloth\" \\\n git+https://github.com/triton-lang/triton.git@0add68262ab0a2e33b84524346cb27cbb2787356#subdirectory=python/triton_kernels\nelif importlib.util.find_spec(\"unsloth\") is None:\n !uv pip install -qqq unsloth\n!uv pip install --upgrade --no-deps transformers==4.56.2 tokenizers trl==0.22.2 unsloth unsloth_zoo" }, { "cell_type": "markdown", diff --git a/nb/Kaggle-GPT_OSS_BNB_(20B)-Inference.ipynb b/nb/Kaggle-GPT_OSS_BNB_(20B)-Inference.ipynb index ab5a2d29..17bbb3b6 100644 --- a/nb/Kaggle-GPT_OSS_BNB_(20B)-Inference.ipynb +++ b/nb/Kaggle-GPT_OSS_BNB_(20B)-Inference.ipynb @@ -51,7 +51,7 @@ "execution_count": null, "metadata": {}, "outputs": [], - "source": "%%capture\nimport os, importlib.util\n!pip install --upgrade -qqq uv\nif importlib.util.find_spec(\"torch\") is None or \"COLAB_\" in \"\".join(os.environ.keys()): \n try: import numpy, PIL; get_numpy = f\"numpy=={numpy.__version__}\"; get_pil = f\"pillow=={PIL.__version__}\"\n except: get_numpy = \"numpy\"; get_pil = \"pillow\"\n !uv pip install -qqq \\\n \"torch>=2.8.0\" \"triton>=3.4.0\" {get_numpy} {get_pil} torchvision bitsandbytes \"transformers==4.56.2\" \\\n \"unsloth_zoo[base] @ git+https://github.com/unslothai/unsloth-zoo\" \\\n \"unsloth[base] @ git+https://github.com/unslothai/unsloth\" \\\n git+https://github.com/triton-lang/triton.git@05b2c186c1b6c9a08375389d5efe9cb4c401c075#subdirectory=python/triton_kernels\nelif importlib.util.find_spec(\"unsloth\") is None:\n !uv pip install -qqq unsloth\n!uv pip install --upgrade --no-deps transformers==4.56.2 tokenizers trl==0.22.2 unsloth unsloth_zoo" + "source": "%%capture\nimport os, importlib.util\n!pip install --upgrade -qqq uv\nif importlib.util.find_spec(\"torch\") is None or \"COLAB_\" in \"\".join(os.environ.keys()): \n try: import numpy, PIL; get_numpy = f\"numpy=={numpy.__version__}\"; get_pil = f\"pillow=={PIL.__version__}\"\n except: get_numpy = \"numpy\"; get_pil = \"pillow\"\n !uv pip install -qqq \\\n \"torch>=2.8.0\" \"triton>=3.4.0\" {get_numpy} {get_pil} torchvision bitsandbytes \"transformers==4.56.2\" \\\n \"unsloth_zoo[base] @ git+https://github.com/unslothai/unsloth-zoo\" \\\n \"unsloth[base] @ git+https://github.com/unslothai/unsloth\" \\\n git+https://github.com/triton-lang/triton.git@0add68262ab0a2e33b84524346cb27cbb2787356#subdirectory=python/triton_kernels\nelif importlib.util.find_spec(\"unsloth\") is None:\n !uv pip install -qqq unsloth\n!uv pip install --upgrade --no-deps transformers==4.56.2 tokenizers trl==0.22.2 unsloth unsloth_zoo" }, { "cell_type": "code", diff --git a/nb/Kaggle-GPT_OSS_MXFP4_(20B)-Inference.ipynb b/nb/Kaggle-GPT_OSS_MXFP4_(20B)-Inference.ipynb index 100c277d..b64aafa9 100644 --- a/nb/Kaggle-GPT_OSS_MXFP4_(20B)-Inference.ipynb +++ b/nb/Kaggle-GPT_OSS_MXFP4_(20B)-Inference.ipynb @@ -61,7 +61,7 @@ "id": "CoVJPS_uUghm" }, "outputs": [], - "source": "%%capture\nimport os, importlib.util\n!pip install --upgrade -qqq uv\nif importlib.util.find_spec(\"torch\") is None or \"COLAB_\" in \"\".join(os.environ.keys()): \n try: import numpy, PIL; get_numpy = f\"numpy=={numpy.__version__}\"; get_pil = f\"pillow=={PIL.__version__}\"\n except: get_numpy = \"numpy\"; get_pil = \"pillow\"\n !uv pip install -qqq \\\n \"torch>=2.8.0\" \"triton>=3.4.0\" {get_numpy} {get_pil} torchvision bitsandbytes \"transformers==4.56.2\" \\\n \"unsloth_zoo[base] @ git+https://github.com/unslothai/unsloth-zoo\" \\\n \"unsloth[base] @ git+https://github.com/unslothai/unsloth\" \\\n git+https://github.com/triton-lang/triton.git@05b2c186c1b6c9a08375389d5efe9cb4c401c075#subdirectory=python/triton_kernels\nelif importlib.util.find_spec(\"unsloth\") is None:\n !uv pip install -qqq unsloth\n!uv pip install --upgrade --no-deps transformers==4.56.2 tokenizers trl==0.22.2 unsloth unsloth_zoo" + "source": "%%capture\nimport os, importlib.util\n!pip install --upgrade -qqq uv\nif importlib.util.find_spec(\"torch\") is None or \"COLAB_\" in \"\".join(os.environ.keys()): \n try: import numpy, PIL; get_numpy = f\"numpy=={numpy.__version__}\"; get_pil = f\"pillow=={PIL.__version__}\"\n except: get_numpy = \"numpy\"; get_pil = \"pillow\"\n !uv pip install -qqq \\\n \"torch>=2.8.0\" \"triton>=3.4.0\" {get_numpy} {get_pil} torchvision bitsandbytes \"transformers==4.56.2\" \\\n \"unsloth_zoo[base] @ git+https://github.com/unslothai/unsloth-zoo\" \\\n \"unsloth[base] @ git+https://github.com/unslothai/unsloth\" \\\n git+https://github.com/triton-lang/triton.git@0add68262ab0a2e33b84524346cb27cbb2787356#subdirectory=python/triton_kernels\nelif importlib.util.find_spec(\"unsloth\") is None:\n !uv pip install -qqq unsloth\n!uv pip install --upgrade --no-deps transformers==4.56.2 tokenizers trl==0.22.2 unsloth unsloth_zoo" }, { "cell_type": "markdown", diff --git a/nb/Kaggle-gpt-oss-(120B)_A100-Fine-tuning.ipynb b/nb/Kaggle-gpt-oss-(120B)_A100-Fine-tuning.ipynb index 748f6f23..6af7f0b0 100644 --- a/nb/Kaggle-gpt-oss-(120B)_A100-Fine-tuning.ipynb +++ b/nb/Kaggle-gpt-oss-(120B)_A100-Fine-tuning.ipynb @@ -51,7 +51,7 @@ "execution_count": null, "metadata": {}, "outputs": [], - "source": "%%capture\nimport os, importlib.util\n!pip install --upgrade -qqq uv\nif importlib.util.find_spec(\"torch\") is None or \"COLAB_\" in \"\".join(os.environ.keys()): \n try: import numpy, PIL; get_numpy = f\"numpy=={numpy.__version__}\"; get_pil = f\"pillow=={PIL.__version__}\"\n except: get_numpy = \"numpy\"; get_pil = \"pillow\"\n !uv pip install -qqq \\\n \"torch>=2.8.0\" \"triton>=3.4.0\" {get_numpy} {get_pil} torchvision bitsandbytes \"transformers==4.56.2\" \\\n \"unsloth_zoo[base] @ git+https://github.com/unslothai/unsloth-zoo\" \\\n \"unsloth[base] @ git+https://github.com/unslothai/unsloth\" \\\n git+https://github.com/triton-lang/triton.git@05b2c186c1b6c9a08375389d5efe9cb4c401c075#subdirectory=python/triton_kernels\nelif importlib.util.find_spec(\"unsloth\") is None:\n !uv pip install -qqq unsloth\n!uv pip install --upgrade --no-deps transformers==4.56.2 tokenizers trl==0.22.2 unsloth unsloth_zoo" + "source": "%%capture\nimport os, importlib.util\n!pip install --upgrade -qqq uv\nif importlib.util.find_spec(\"torch\") is None or \"COLAB_\" in \"\".join(os.environ.keys()): \n try: import numpy, PIL; get_numpy = f\"numpy=={numpy.__version__}\"; get_pil = f\"pillow=={PIL.__version__}\"\n except: get_numpy = \"numpy\"; get_pil = \"pillow\"\n !uv pip install -qqq \\\n \"torch>=2.8.0\" \"triton>=3.4.0\" {get_numpy} {get_pil} torchvision bitsandbytes \"transformers==4.56.2\" \\\n \"unsloth_zoo[base] @ git+https://github.com/unslothai/unsloth-zoo\" \\\n \"unsloth[base] @ git+https://github.com/unslothai/unsloth\" \\\n git+https://github.com/triton-lang/triton.git@0add68262ab0a2e33b84524346cb27cbb2787356#subdirectory=python/triton_kernels\nelif importlib.util.find_spec(\"unsloth\") is None:\n !uv pip install -qqq unsloth\n!uv pip install --upgrade --no-deps transformers==4.56.2 tokenizers trl==0.22.2 unsloth unsloth_zoo" }, { "cell_type": "markdown", diff --git a/nb/Kaggle-gpt-oss-(20B)-Fine-tuning.ipynb b/nb/Kaggle-gpt-oss-(20B)-Fine-tuning.ipynb index c22bee08..a82ebb28 100644 --- a/nb/Kaggle-gpt-oss-(20B)-Fine-tuning.ipynb +++ b/nb/Kaggle-gpt-oss-(20B)-Fine-tuning.ipynb @@ -51,7 +51,7 @@ "execution_count": null, "metadata": {}, "outputs": [], - "source": "%%capture\nimport os, importlib.util\n!pip install --upgrade -qqq uv\nif importlib.util.find_spec(\"torch\") is None or \"COLAB_\" in \"\".join(os.environ.keys()): \n try: import numpy, PIL; get_numpy = f\"numpy=={numpy.__version__}\"; get_pil = f\"pillow=={PIL.__version__}\"\n except: get_numpy = \"numpy\"; get_pil = \"pillow\"\n !uv pip install -qqq \\\n \"torch>=2.8.0\" \"triton>=3.4.0\" {get_numpy} {get_pil} torchvision bitsandbytes \"transformers==4.56.2\" \\\n \"unsloth_zoo[base] @ git+https://github.com/unslothai/unsloth-zoo\" \\\n \"unsloth[base] @ git+https://github.com/unslothai/unsloth\" \\\n git+https://github.com/triton-lang/triton.git@05b2c186c1b6c9a08375389d5efe9cb4c401c075#subdirectory=python/triton_kernels\nelif importlib.util.find_spec(\"unsloth\") is None:\n !uv pip install -qqq unsloth\n!uv pip install --upgrade --no-deps transformers==4.56.2 tokenizers trl==0.22.2 unsloth unsloth_zoo" + "source": "%%capture\nimport os, importlib.util\n!pip install --upgrade -qqq uv\nif importlib.util.find_spec(\"torch\") is None or \"COLAB_\" in \"\".join(os.environ.keys()): \n try: import numpy, PIL; get_numpy = f\"numpy=={numpy.__version__}\"; get_pil = f\"pillow=={PIL.__version__}\"\n except: get_numpy = \"numpy\"; get_pil = \"pillow\"\n !uv pip install -qqq \\\n \"torch>=2.8.0\" \"triton>=3.4.0\" {get_numpy} {get_pil} torchvision bitsandbytes \"transformers==4.56.2\" \\\n \"unsloth_zoo[base] @ git+https://github.com/unslothai/unsloth-zoo\" \\\n \"unsloth[base] @ git+https://github.com/unslothai/unsloth\" \\\n git+https://github.com/triton-lang/triton.git@0add68262ab0a2e33b84524346cb27cbb2787356#subdirectory=python/triton_kernels\nelif importlib.util.find_spec(\"unsloth\") is None:\n !uv pip install -qqq unsloth\n!uv pip install --upgrade --no-deps transformers==4.56.2 tokenizers trl==0.22.2 unsloth unsloth_zoo" }, { "cell_type": "markdown", diff --git a/nb/Kaggle-gpt-oss-(20B)-GRPO.ipynb b/nb/Kaggle-gpt-oss-(20B)-GRPO.ipynb index 280d48a5..2044cc55 100644 --- a/nb/Kaggle-gpt-oss-(20B)-GRPO.ipynb +++ b/nb/Kaggle-gpt-oss-(20B)-GRPO.ipynb @@ -71,7 +71,7 @@ "id": "qYBwh6k5b7oZ" }, "outputs": [], - "source": "%%capture\nimport os, importlib.util\n!pip install --upgrade -qqq uv\nif importlib.util.find_spec(\"torch\") is None or \"COLAB_\" in \"\".join(os.environ.keys()): \n try: import numpy, PIL; get_numpy = f\"numpy=={numpy.__version__}\"; get_pil = f\"pillow=={PIL.__version__}\"\n except: get_numpy = \"numpy\"; get_pil = \"pillow\"\n !uv pip install -qqq \\\n \"torch>=2.8.0\" \"triton>=3.4.0\" {get_numpy} {get_pil} torchvision bitsandbytes \"transformers==4.56.2\" \\\n \"unsloth_zoo[base] @ git+https://github.com/unslothai/unsloth-zoo\" \\\n \"unsloth[base] @ git+https://github.com/unslothai/unsloth\" \\\n git+https://github.com/triton-lang/triton.git@05b2c186c1b6c9a08375389d5efe9cb4c401c075#subdirectory=python/triton_kernels\nelif importlib.util.find_spec(\"unsloth\") is None:\n !uv pip install -qqq unsloth\n!uv pip install --upgrade --no-deps transformers==4.56.2 tokenizers trl==0.22.2 unsloth unsloth_zoo" + "source": "%%capture\nimport os, importlib.util\n!pip install --upgrade -qqq uv\nif importlib.util.find_spec(\"torch\") is None or \"COLAB_\" in \"\".join(os.environ.keys()): \n try: import numpy, PIL; get_numpy = f\"numpy=={numpy.__version__}\"; get_pil = f\"pillow=={PIL.__version__}\"\n except: get_numpy = \"numpy\"; get_pil = \"pillow\"\n !uv pip install -qqq \\\n \"torch>=2.8.0\" \"triton>=3.4.0\" {get_numpy} {get_pil} torchvision bitsandbytes \"transformers==4.56.2\" \\\n \"unsloth_zoo[base] @ git+https://github.com/unslothai/unsloth-zoo\" \\\n \"unsloth[base] @ git+https://github.com/unslothai/unsloth\" \\\n git+https://github.com/triton-lang/triton.git@0add68262ab0a2e33b84524346cb27cbb2787356#subdirectory=python/triton_kernels\nelif importlib.util.find_spec(\"unsloth\") is None:\n !uv pip install -qqq unsloth\n!uv pip install --upgrade --no-deps transformers==4.56.2 tokenizers trl==0.22.2 unsloth unsloth_zoo" }, { "cell_type": "markdown", diff --git a/nb/Kaggle-gpt-oss-(20B)_A100-GRPO.ipynb b/nb/Kaggle-gpt-oss-(20B)_A100-GRPO.ipynb index fe7772cc..8892733e 100644 --- a/nb/Kaggle-gpt-oss-(20B)_A100-GRPO.ipynb +++ b/nb/Kaggle-gpt-oss-(20B)_A100-GRPO.ipynb @@ -51,7 +51,7 @@ "execution_count": null, "metadata": {}, "outputs": [], - "source": "%%capture\nimport os, importlib.util\n!pip install --upgrade -qqq uv\nif importlib.util.find_spec(\"torch\") is None or \"COLAB_\" in \"\".join(os.environ.keys()): \n try: import numpy, PIL; get_numpy = f\"numpy=={numpy.__version__}\"; get_pil = f\"pillow=={PIL.__version__}\"\n except: get_numpy = \"numpy\"; get_pil = \"pillow\"\n !uv pip install -qqq \\\n \"torch>=2.8.0\" \"triton>=3.4.0\" {get_numpy} {get_pil} torchvision bitsandbytes \"transformers==4.56.2\" \\\n \"unsloth_zoo[base] @ git+https://github.com/unslothai/unsloth-zoo\" \\\n \"unsloth[base] @ git+https://github.com/unslothai/unsloth\" \\\n git+https://github.com/triton-lang/triton.git@05b2c186c1b6c9a08375389d5efe9cb4c401c075#subdirectory=python/triton_kernels\nelif importlib.util.find_spec(\"unsloth\") is None:\n !uv pip install -qqq unsloth\n!uv pip install --upgrade --no-deps transformers==4.56.2 tokenizers trl==0.22.2 unsloth unsloth_zoo" + "source": "%%capture\nimport os, importlib.util\n!pip install --upgrade -qqq uv\nif importlib.util.find_spec(\"torch\") is None or \"COLAB_\" in \"\".join(os.environ.keys()): \n try: import numpy, PIL; get_numpy = f\"numpy=={numpy.__version__}\"; get_pil = f\"pillow=={PIL.__version__}\"\n except: get_numpy = \"numpy\"; get_pil = \"pillow\"\n !uv pip install -qqq \\\n \"torch>=2.8.0\" \"triton>=3.4.0\" {get_numpy} {get_pil} torchvision bitsandbytes \"transformers==4.56.2\" \\\n \"unsloth_zoo[base] @ git+https://github.com/unslothai/unsloth-zoo\" \\\n \"unsloth[base] @ git+https://github.com/unslothai/unsloth\" \\\n git+https://github.com/triton-lang/triton.git@0add68262ab0a2e33b84524346cb27cbb2787356#subdirectory=python/triton_kernels\nelif importlib.util.find_spec(\"unsloth\") is None:\n !uv pip install -qqq unsloth\n!uv pip install --upgrade --no-deps transformers==4.56.2 tokenizers trl==0.22.2 unsloth unsloth_zoo" }, { "cell_type": "markdown", diff --git a/nb/Kaggle-gpt_oss_(20B)_500K_Context_Fine_tuning.ipynb b/nb/Kaggle-gpt_oss_(20B)_500K_Context_Fine_tuning.ipynb index 018a28f9..21867b45 100644 --- a/nb/Kaggle-gpt_oss_(20B)_500K_Context_Fine_tuning.ipynb +++ b/nb/Kaggle-gpt_oss_(20B)_500K_Context_Fine_tuning.ipynb @@ -51,7 +51,7 @@ "execution_count": null, "metadata": {}, "outputs": [], - "source": "%%capture\nimport os, importlib.util\n!pip install --upgrade -qqq uv\nif importlib.util.find_spec(\"torch\") is None or \"COLAB_\" in \"\".join(os.environ.keys()): \n try: import numpy, PIL; get_numpy = f\"numpy=={numpy.__version__}\"; get_pil = f\"pillow=={PIL.__version__}\"\n except: get_numpy = \"numpy\"; get_pil = \"pillow\"\n !uv pip install -qqq \\\n \"torch>=2.8.0\" \"triton>=3.4.0\" {get_numpy} {get_pil} torchvision bitsandbytes \"transformers==4.56.2\" \\\n \"unsloth_zoo[base] @ git+https://github.com/unslothai/unsloth-zoo\" \\\n \"unsloth[base] @ git+https://github.com/unslothai/unsloth\" \\\n git+https://github.com/triton-lang/triton.git@05b2c186c1b6c9a08375389d5efe9cb4c401c075#subdirectory=python/triton_kernels\nelif importlib.util.find_spec(\"unsloth\") is None:\n !uv pip install -qqq unsloth\n!uv pip install --upgrade --no-deps transformers==4.56.2 tokenizers trl==0.22.2 unsloth unsloth_zoo" + "source": "%%capture\nimport os, importlib.util\n!pip install --upgrade -qqq uv\nif importlib.util.find_spec(\"torch\") is None or \"COLAB_\" in \"\".join(os.environ.keys()): \n try: import numpy, PIL; get_numpy = f\"numpy=={numpy.__version__}\"; get_pil = f\"pillow=={PIL.__version__}\"\n except: get_numpy = \"numpy\"; get_pil = \"pillow\"\n !uv pip install -qqq \\\n \"torch>=2.8.0\" \"triton>=3.4.0\" {get_numpy} {get_pil} torchvision bitsandbytes \"transformers==4.56.2\" \\\n \"unsloth_zoo[base] @ git+https://github.com/unslothai/unsloth-zoo\" \\\n \"unsloth[base] @ git+https://github.com/unslothai/unsloth\" \\\n git+https://github.com/triton-lang/triton.git@0add68262ab0a2e33b84524346cb27cbb2787356#subdirectory=python/triton_kernels\nelif importlib.util.find_spec(\"unsloth\") is None:\n !uv pip install -qqq unsloth\n!uv pip install --upgrade --no-deps transformers==4.56.2 tokenizers trl==0.22.2 unsloth unsloth_zoo" }, { "cell_type": "markdown", diff --git a/nb/Kaggle-gpt_oss_(20B)_GRPO_BF16.ipynb b/nb/Kaggle-gpt_oss_(20B)_GRPO_BF16.ipynb index a5f7ddb8..81652976 100644 --- a/nb/Kaggle-gpt_oss_(20B)_GRPO_BF16.ipynb +++ b/nb/Kaggle-gpt_oss_(20B)_GRPO_BF16.ipynb @@ -51,7 +51,7 @@ "execution_count": null, "metadata": {}, "outputs": [], - "source": "%%capture\nimport os, importlib.util\n!pip install --upgrade -qqq uv\nif importlib.util.find_spec(\"torch\") is None or \"COLAB_\" in \"\".join(os.environ.keys()): \n try: import numpy, PIL; get_numpy = f\"numpy=={numpy.__version__}\"; get_pil = f\"pillow=={PIL.__version__}\"\n except: get_numpy = \"numpy\"; get_pil = \"pillow\"\n !uv pip install -qqq \\\n \"torch>=2.8.0\" \"triton>=3.4.0\" {get_numpy} {get_pil} torchvision bitsandbytes \"transformers==4.56.2\" \\\n \"unsloth_zoo[base] @ git+https://github.com/unslothai/unsloth-zoo\" \\\n \"unsloth[base] @ git+https://github.com/unslothai/unsloth\" \\\n git+https://github.com/triton-lang/triton.git@05b2c186c1b6c9a08375389d5efe9cb4c401c075#subdirectory=python/triton_kernels\nelif importlib.util.find_spec(\"unsloth\") is None:\n !uv pip install -qqq unsloth\n!uv pip install --upgrade --no-deps transformers==4.56.2 tokenizers trl==0.22.2 unsloth unsloth_zoo" + "source": "%%capture\nimport os, importlib.util\n!pip install --upgrade -qqq uv\nif importlib.util.find_spec(\"torch\") is None or \"COLAB_\" in \"\".join(os.environ.keys()): \n try: import numpy, PIL; get_numpy = f\"numpy=={numpy.__version__}\"; get_pil = f\"pillow=={PIL.__version__}\"\n except: get_numpy = \"numpy\"; get_pil = \"pillow\"\n !uv pip install -qqq \\\n \"torch>=2.8.0\" \"triton>=3.4.0\" {get_numpy} {get_pil} torchvision bitsandbytes \"transformers==4.56.2\" \\\n \"unsloth_zoo[base] @ git+https://github.com/unslothai/unsloth-zoo\" \\\n \"unsloth[base] @ git+https://github.com/unslothai/unsloth\" \\\n git+https://github.com/triton-lang/triton.git@0add68262ab0a2e33b84524346cb27cbb2787356#subdirectory=python/triton_kernels\nelif importlib.util.find_spec(\"unsloth\") is None:\n !uv pip install -qqq unsloth\n!uv pip install --upgrade --no-deps transformers==4.56.2 tokenizers trl==0.22.2 unsloth unsloth_zoo" }, { "cell_type": "markdown", diff --git a/nb/OpenEnv_gpt_oss_(20B)_Reinforcement_Learning_2048_Game.ipynb b/nb/OpenEnv_gpt_oss_(20B)_Reinforcement_Learning_2048_Game.ipynb index b0b78282..53f5fe63 100644 --- a/nb/OpenEnv_gpt_oss_(20B)_Reinforcement_Learning_2048_Game.ipynb +++ b/nb/OpenEnv_gpt_oss_(20B)_Reinforcement_Learning_2048_Game.ipynb @@ -70,7 +70,7 @@ " \"torch>=2.8.0\" \"triton>=3.4.0\" {get_numpy} torchvision bitsandbytes \"transformers==4.56.2\" trackio \\\n", " \"unsloth_zoo[base] @ git+https://github.com/unslothai/unsloth-zoo\" \\\n", " \"unsloth[base] @ git+https://github.com/unslothai/unsloth\" \\\n", - " git+https://github.com/triton-lang/triton.git@05b2c186c1b6c9a08375389d5efe9cb4c401c075#subdirectory=python/triton_kernels\n", + " git+https://github.com/triton-lang/triton.git@0add68262ab0a2e33b84524346cb27cbb2787356#subdirectory=python/triton_kernels\n", "elif importlib.util.find_spec(\"unsloth\") is None:\n", " !uv pip install -qqq unsloth trackio\n", "!uv pip install --upgrade --no-deps transformers==4.56.2 tokenizers trl==0.22.2 unsloth unsloth_zoo" diff --git a/nb/OpenEnv_gpt_oss_(20B)_Reinforcement_Learning_2048_Game_BF16.ipynb b/nb/OpenEnv_gpt_oss_(20B)_Reinforcement_Learning_2048_Game_BF16.ipynb index 0ccf7358..824eeb5a 100644 --- a/nb/OpenEnv_gpt_oss_(20B)_Reinforcement_Learning_2048_Game_BF16.ipynb +++ b/nb/OpenEnv_gpt_oss_(20B)_Reinforcement_Learning_2048_Game_BF16.ipynb @@ -69,7 +69,7 @@ " \"torch>=2.8.0\" \"triton>=3.4.0\" {get_numpy} torchvision bitsandbytes \"transformers==4.56.2\" trackio \\\n", " \"unsloth_zoo[base] @ git+https://github.com/unslothai/unsloth-zoo\" \\\n", " \"unsloth[base] @ git+https://github.com/unslothai/unsloth\" \\\n", - " git+https://github.com/triton-lang/triton.git@05b2c186c1b6c9a08375389d5efe9cb4c401c075#subdirectory=python/triton_kernels\n", + " git+https://github.com/triton-lang/triton.git@0add68262ab0a2e33b84524346cb27cbb2787356#subdirectory=python/triton_kernels\n", "elif importlib.util.find_spec(\"unsloth\") is None:\n", " !uv pip install -qqq unsloth trackio\n", "!uv pip install --upgrade --no-deps transformers==4.56.2 tokenizers trl==0.22.2 unsloth unsloth_zoo" diff --git a/nb/gpt-oss-(120B)_A100-Fine-tuning.ipynb b/nb/gpt-oss-(120B)_A100-Fine-tuning.ipynb index 748f6f23..6af7f0b0 100644 --- a/nb/gpt-oss-(120B)_A100-Fine-tuning.ipynb +++ b/nb/gpt-oss-(120B)_A100-Fine-tuning.ipynb @@ -51,7 +51,7 @@ "execution_count": null, "metadata": {}, "outputs": [], - "source": "%%capture\nimport os, importlib.util\n!pip install --upgrade -qqq uv\nif importlib.util.find_spec(\"torch\") is None or \"COLAB_\" in \"\".join(os.environ.keys()): \n try: import numpy, PIL; get_numpy = f\"numpy=={numpy.__version__}\"; get_pil = f\"pillow=={PIL.__version__}\"\n except: get_numpy = \"numpy\"; get_pil = \"pillow\"\n !uv pip install -qqq \\\n \"torch>=2.8.0\" \"triton>=3.4.0\" {get_numpy} {get_pil} torchvision bitsandbytes \"transformers==4.56.2\" \\\n \"unsloth_zoo[base] @ git+https://github.com/unslothai/unsloth-zoo\" \\\n \"unsloth[base] @ git+https://github.com/unslothai/unsloth\" \\\n git+https://github.com/triton-lang/triton.git@05b2c186c1b6c9a08375389d5efe9cb4c401c075#subdirectory=python/triton_kernels\nelif importlib.util.find_spec(\"unsloth\") is None:\n !uv pip install -qqq unsloth\n!uv pip install --upgrade --no-deps transformers==4.56.2 tokenizers trl==0.22.2 unsloth unsloth_zoo" + "source": "%%capture\nimport os, importlib.util\n!pip install --upgrade -qqq uv\nif importlib.util.find_spec(\"torch\") is None or \"COLAB_\" in \"\".join(os.environ.keys()): \n try: import numpy, PIL; get_numpy = f\"numpy=={numpy.__version__}\"; get_pil = f\"pillow=={PIL.__version__}\"\n except: get_numpy = \"numpy\"; get_pil = \"pillow\"\n !uv pip install -qqq \\\n \"torch>=2.8.0\" \"triton>=3.4.0\" {get_numpy} {get_pil} torchvision bitsandbytes \"transformers==4.56.2\" \\\n \"unsloth_zoo[base] @ git+https://github.com/unslothai/unsloth-zoo\" \\\n \"unsloth[base] @ git+https://github.com/unslothai/unsloth\" \\\n git+https://github.com/triton-lang/triton.git@0add68262ab0a2e33b84524346cb27cbb2787356#subdirectory=python/triton_kernels\nelif importlib.util.find_spec(\"unsloth\") is None:\n !uv pip install -qqq unsloth\n!uv pip install --upgrade --no-deps transformers==4.56.2 tokenizers trl==0.22.2 unsloth unsloth_zoo" }, { "cell_type": "markdown", diff --git a/nb/gpt-oss-(20B)-Fine-tuning.ipynb b/nb/gpt-oss-(20B)-Fine-tuning.ipynb index c22bee08..a82ebb28 100644 --- a/nb/gpt-oss-(20B)-Fine-tuning.ipynb +++ b/nb/gpt-oss-(20B)-Fine-tuning.ipynb @@ -51,7 +51,7 @@ "execution_count": null, "metadata": {}, "outputs": [], - "source": "%%capture\nimport os, importlib.util\n!pip install --upgrade -qqq uv\nif importlib.util.find_spec(\"torch\") is None or \"COLAB_\" in \"\".join(os.environ.keys()): \n try: import numpy, PIL; get_numpy = f\"numpy=={numpy.__version__}\"; get_pil = f\"pillow=={PIL.__version__}\"\n except: get_numpy = \"numpy\"; get_pil = \"pillow\"\n !uv pip install -qqq \\\n \"torch>=2.8.0\" \"triton>=3.4.0\" {get_numpy} {get_pil} torchvision bitsandbytes \"transformers==4.56.2\" \\\n \"unsloth_zoo[base] @ git+https://github.com/unslothai/unsloth-zoo\" \\\n \"unsloth[base] @ git+https://github.com/unslothai/unsloth\" \\\n git+https://github.com/triton-lang/triton.git@05b2c186c1b6c9a08375389d5efe9cb4c401c075#subdirectory=python/triton_kernels\nelif importlib.util.find_spec(\"unsloth\") is None:\n !uv pip install -qqq unsloth\n!uv pip install --upgrade --no-deps transformers==4.56.2 tokenizers trl==0.22.2 unsloth unsloth_zoo" + "source": "%%capture\nimport os, importlib.util\n!pip install --upgrade -qqq uv\nif importlib.util.find_spec(\"torch\") is None or \"COLAB_\" in \"\".join(os.environ.keys()): \n try: import numpy, PIL; get_numpy = f\"numpy=={numpy.__version__}\"; get_pil = f\"pillow=={PIL.__version__}\"\n except: get_numpy = \"numpy\"; get_pil = \"pillow\"\n !uv pip install -qqq \\\n \"torch>=2.8.0\" \"triton>=3.4.0\" {get_numpy} {get_pil} torchvision bitsandbytes \"transformers==4.56.2\" \\\n \"unsloth_zoo[base] @ git+https://github.com/unslothai/unsloth-zoo\" \\\n \"unsloth[base] @ git+https://github.com/unslothai/unsloth\" \\\n git+https://github.com/triton-lang/triton.git@0add68262ab0a2e33b84524346cb27cbb2787356#subdirectory=python/triton_kernels\nelif importlib.util.find_spec(\"unsloth\") is None:\n !uv pip install -qqq unsloth\n!uv pip install --upgrade --no-deps transformers==4.56.2 tokenizers trl==0.22.2 unsloth unsloth_zoo" }, { "cell_type": "markdown", diff --git a/nb/gpt-oss-(20B)-GRPO.ipynb b/nb/gpt-oss-(20B)-GRPO.ipynb index 280d48a5..2044cc55 100644 --- a/nb/gpt-oss-(20B)-GRPO.ipynb +++ b/nb/gpt-oss-(20B)-GRPO.ipynb @@ -71,7 +71,7 @@ "id": "qYBwh6k5b7oZ" }, "outputs": [], - "source": "%%capture\nimport os, importlib.util\n!pip install --upgrade -qqq uv\nif importlib.util.find_spec(\"torch\") is None or \"COLAB_\" in \"\".join(os.environ.keys()): \n try: import numpy, PIL; get_numpy = f\"numpy=={numpy.__version__}\"; get_pil = f\"pillow=={PIL.__version__}\"\n except: get_numpy = \"numpy\"; get_pil = \"pillow\"\n !uv pip install -qqq \\\n \"torch>=2.8.0\" \"triton>=3.4.0\" {get_numpy} {get_pil} torchvision bitsandbytes \"transformers==4.56.2\" \\\n \"unsloth_zoo[base] @ git+https://github.com/unslothai/unsloth-zoo\" \\\n \"unsloth[base] @ git+https://github.com/unslothai/unsloth\" \\\n git+https://github.com/triton-lang/triton.git@05b2c186c1b6c9a08375389d5efe9cb4c401c075#subdirectory=python/triton_kernels\nelif importlib.util.find_spec(\"unsloth\") is None:\n !uv pip install -qqq unsloth\n!uv pip install --upgrade --no-deps transformers==4.56.2 tokenizers trl==0.22.2 unsloth unsloth_zoo" + "source": "%%capture\nimport os, importlib.util\n!pip install --upgrade -qqq uv\nif importlib.util.find_spec(\"torch\") is None or \"COLAB_\" in \"\".join(os.environ.keys()): \n try: import numpy, PIL; get_numpy = f\"numpy=={numpy.__version__}\"; get_pil = f\"pillow=={PIL.__version__}\"\n except: get_numpy = \"numpy\"; get_pil = \"pillow\"\n !uv pip install -qqq \\\n \"torch>=2.8.0\" \"triton>=3.4.0\" {get_numpy} {get_pil} torchvision bitsandbytes \"transformers==4.56.2\" \\\n \"unsloth_zoo[base] @ git+https://github.com/unslothai/unsloth-zoo\" \\\n \"unsloth[base] @ git+https://github.com/unslothai/unsloth\" \\\n git+https://github.com/triton-lang/triton.git@0add68262ab0a2e33b84524346cb27cbb2787356#subdirectory=python/triton_kernels\nelif importlib.util.find_spec(\"unsloth\") is None:\n !uv pip install -qqq unsloth\n!uv pip install --upgrade --no-deps transformers==4.56.2 tokenizers trl==0.22.2 unsloth unsloth_zoo" }, { "cell_type": "markdown", diff --git a/nb/gpt-oss-(20B)_A100-GRPO.ipynb b/nb/gpt-oss-(20B)_A100-GRPO.ipynb index fe7772cc..8892733e 100644 --- a/nb/gpt-oss-(20B)_A100-GRPO.ipynb +++ b/nb/gpt-oss-(20B)_A100-GRPO.ipynb @@ -51,7 +51,7 @@ "execution_count": null, "metadata": {}, "outputs": [], - "source": "%%capture\nimport os, importlib.util\n!pip install --upgrade -qqq uv\nif importlib.util.find_spec(\"torch\") is None or \"COLAB_\" in \"\".join(os.environ.keys()): \n try: import numpy, PIL; get_numpy = f\"numpy=={numpy.__version__}\"; get_pil = f\"pillow=={PIL.__version__}\"\n except: get_numpy = \"numpy\"; get_pil = \"pillow\"\n !uv pip install -qqq \\\n \"torch>=2.8.0\" \"triton>=3.4.0\" {get_numpy} {get_pil} torchvision bitsandbytes \"transformers==4.56.2\" \\\n \"unsloth_zoo[base] @ git+https://github.com/unslothai/unsloth-zoo\" \\\n \"unsloth[base] @ git+https://github.com/unslothai/unsloth\" \\\n git+https://github.com/triton-lang/triton.git@05b2c186c1b6c9a08375389d5efe9cb4c401c075#subdirectory=python/triton_kernels\nelif importlib.util.find_spec(\"unsloth\") is None:\n !uv pip install -qqq unsloth\n!uv pip install --upgrade --no-deps transformers==4.56.2 tokenizers trl==0.22.2 unsloth unsloth_zoo" + "source": "%%capture\nimport os, importlib.util\n!pip install --upgrade -qqq uv\nif importlib.util.find_spec(\"torch\") is None or \"COLAB_\" in \"\".join(os.environ.keys()): \n try: import numpy, PIL; get_numpy = f\"numpy=={numpy.__version__}\"; get_pil = f\"pillow=={PIL.__version__}\"\n except: get_numpy = \"numpy\"; get_pil = \"pillow\"\n !uv pip install -qqq \\\n \"torch>=2.8.0\" \"triton>=3.4.0\" {get_numpy} {get_pil} torchvision bitsandbytes \"transformers==4.56.2\" \\\n \"unsloth_zoo[base] @ git+https://github.com/unslothai/unsloth-zoo\" \\\n \"unsloth[base] @ git+https://github.com/unslothai/unsloth\" \\\n git+https://github.com/triton-lang/triton.git@0add68262ab0a2e33b84524346cb27cbb2787356#subdirectory=python/triton_kernels\nelif importlib.util.find_spec(\"unsloth\") is None:\n !uv pip install -qqq unsloth\n!uv pip install --upgrade --no-deps transformers==4.56.2 tokenizers trl==0.22.2 unsloth unsloth_zoo" }, { "cell_type": "markdown", diff --git a/nb/gpt_oss_(20B)_500K_Context_Fine_tuning.ipynb b/nb/gpt_oss_(20B)_500K_Context_Fine_tuning.ipynb index 9a5df5e8..6d606a80 100644 --- a/nb/gpt_oss_(20B)_500K_Context_Fine_tuning.ipynb +++ b/nb/gpt_oss_(20B)_500K_Context_Fine_tuning.ipynb @@ -82,7 +82,7 @@ " \"torch>=2.8.0\" \"triton>=3.4.0\" {get_numpy} {get_pil} torchvision bitsandbytes \"transformers==4.56.2\" \\\n", " \"unsloth_zoo[base] @ git+https://github.com/unslothai/unsloth-zoo\" \\\n", " \"unsloth[base] @ git+https://github.com/unslothai/unsloth\" \\\n", - " git+https://github.com/triton-lang/triton.git@05b2c186c1b6c9a08375389d5efe9cb4c401c075#subdirectory=python/triton_kernels\n", + " git+https://github.com/triton-lang/triton.git@0add68262ab0a2e33b84524346cb27cbb2787356#subdirectory=python/triton_kernels\n", "elif importlib.util.find_spec(\"unsloth\") is None:\n", " !uv pip install -qqq unsloth\n", "!uv pip install --upgrade --no-deps transformers==4.56.2 tokenizers trl==0.22.2 unsloth unsloth_zoo" diff --git a/nb/gpt_oss_(20B)_GRPO_BF16.ipynb b/nb/gpt_oss_(20B)_GRPO_BF16.ipynb index a5f7ddb8..81652976 100644 --- a/nb/gpt_oss_(20B)_GRPO_BF16.ipynb +++ b/nb/gpt_oss_(20B)_GRPO_BF16.ipynb @@ -51,7 +51,7 @@ "execution_count": null, "metadata": {}, "outputs": [], - "source": "%%capture\nimport os, importlib.util\n!pip install --upgrade -qqq uv\nif importlib.util.find_spec(\"torch\") is None or \"COLAB_\" in \"\".join(os.environ.keys()): \n try: import numpy, PIL; get_numpy = f\"numpy=={numpy.__version__}\"; get_pil = f\"pillow=={PIL.__version__}\"\n except: get_numpy = \"numpy\"; get_pil = \"pillow\"\n !uv pip install -qqq \\\n \"torch>=2.8.0\" \"triton>=3.4.0\" {get_numpy} {get_pil} torchvision bitsandbytes \"transformers==4.56.2\" \\\n \"unsloth_zoo[base] @ git+https://github.com/unslothai/unsloth-zoo\" \\\n \"unsloth[base] @ git+https://github.com/unslothai/unsloth\" \\\n git+https://github.com/triton-lang/triton.git@05b2c186c1b6c9a08375389d5efe9cb4c401c075#subdirectory=python/triton_kernels\nelif importlib.util.find_spec(\"unsloth\") is None:\n !uv pip install -qqq unsloth\n!uv pip install --upgrade --no-deps transformers==4.56.2 tokenizers trl==0.22.2 unsloth unsloth_zoo" + "source": "%%capture\nimport os, importlib.util\n!pip install --upgrade -qqq uv\nif importlib.util.find_spec(\"torch\") is None or \"COLAB_\" in \"\".join(os.environ.keys()): \n try: import numpy, PIL; get_numpy = f\"numpy=={numpy.__version__}\"; get_pil = f\"pillow=={PIL.__version__}\"\n except: get_numpy = \"numpy\"; get_pil = \"pillow\"\n !uv pip install -qqq \\\n \"torch>=2.8.0\" \"triton>=3.4.0\" {get_numpy} {get_pil} torchvision bitsandbytes \"transformers==4.56.2\" \\\n \"unsloth_zoo[base] @ git+https://github.com/unslothai/unsloth-zoo\" \\\n \"unsloth[base] @ git+https://github.com/unslothai/unsloth\" \\\n git+https://github.com/triton-lang/triton.git@0add68262ab0a2e33b84524346cb27cbb2787356#subdirectory=python/triton_kernels\nelif importlib.util.find_spec(\"unsloth\") is None:\n !uv pip install -qqq unsloth\n!uv pip install --upgrade --no-deps transformers==4.56.2 tokenizers trl==0.22.2 unsloth unsloth_zoo" }, { "cell_type": "markdown", diff --git a/nb/gpt_oss_(20B)_Reinforcement_Learning_2048_Game.ipynb b/nb/gpt_oss_(20B)_Reinforcement_Learning_2048_Game.ipynb index c67677ac..52e7f20c 100644 --- a/nb/gpt_oss_(20B)_Reinforcement_Learning_2048_Game.ipynb +++ b/nb/gpt_oss_(20B)_Reinforcement_Learning_2048_Game.ipynb @@ -67,7 +67,7 @@ " \"torch>=2.8.0\" \"triton>=3.4.0\" {get_numpy} torchvision bitsandbytes \"transformers==4.56.2\" \\\n", " \"unsloth_zoo[base] @ git+https://github.com/unslothai/unsloth-zoo\" \\\n", " \"unsloth[base] @ git+https://github.com/unslothai/unsloth\" \\\n", - " git+https://github.com/triton-lang/triton.git@05b2c186c1b6c9a08375389d5efe9cb4c401c075#subdirectory=python/triton_kernels\n", + " git+https://github.com/triton-lang/triton.git@0add68262ab0a2e33b84524346cb27cbb2787356#subdirectory=python/triton_kernels\n", "elif importlib.util.find_spec(\"unsloth\") is None:\n", " !uv pip install -qqq unsloth\n", "!uv pip install --upgrade --no-deps transformers==4.56.2 tokenizers trl==0.22.2 unsloth unsloth_zoo" diff --git a/nb/gpt_oss_(20B)_Reinforcement_Learning_2048_Game_BF16.ipynb b/nb/gpt_oss_(20B)_Reinforcement_Learning_2048_Game_BF16.ipynb index 8b3bf076..1de9b9d3 100644 --- a/nb/gpt_oss_(20B)_Reinforcement_Learning_2048_Game_BF16.ipynb +++ b/nb/gpt_oss_(20B)_Reinforcement_Learning_2048_Game_BF16.ipynb @@ -43,7 +43,7 @@ " \"torch>=2.8.0\" \"triton>=3.4.0\" {get_numpy} torchvision bitsandbytes \"transformers==4.56.2\" \\\n", " \"unsloth_zoo[base] @ git+https://github.com/unslothai/unsloth-zoo\" \\\n", " \"unsloth[base] @ git+https://github.com/unslothai/unsloth\" \\\n", - " git+https://github.com/triton-lang/triton.git@05b2c186c1b6c9a08375389d5efe9cb4c401c075#subdirectory=python/triton_kernels\n", + " git+https://github.com/triton-lang/triton.git@0add68262ab0a2e33b84524346cb27cbb2787356#subdirectory=python/triton_kernels\n", "elif importlib.util.find_spec(\"unsloth\") is None:\n", " !uv pip install -qqq unsloth\n", "!uv pip install --upgrade --no-deps transformers==4.56.2 tokenizers trl==0.22.2 unsloth unsloth_zoo" diff --git a/nb/gpt_oss_(20B)_Reinforcement_Learning_2048_Game_DGX_Spark.ipynb b/nb/gpt_oss_(20B)_Reinforcement_Learning_2048_Game_DGX_Spark.ipynb index a5ab441b..0a2f991e 100644 --- a/nb/gpt_oss_(20B)_Reinforcement_Learning_2048_Game_DGX_Spark.ipynb +++ b/nb/gpt_oss_(20B)_Reinforcement_Learning_2048_Game_DGX_Spark.ipynb @@ -53,7 +53,7 @@ " \"torch>=2.8.0\" \"triton>=3.4.0\" {get_numpy} torchvision bitsandbytes \"transformers==4.56.2\" \\\n", " \"unsloth_zoo[base] @ git+https://github.com/unslothai/unsloth-zoo\" \\\n", " \"unsloth[base] @ git+https://github.com/unslothai/unsloth\" \\\n", - " git+https://github.com/triton-lang/triton.git@05b2c186c1b6c9a08375389d5efe9cb4c401c075#subdirectory=python/triton_kernels\n", + " git+https://github.com/triton-lang/triton.git@0add68262ab0a2e33b84524346cb27cbb2787356#subdirectory=python/triton_kernels\n", "elif importlib.util.find_spec(\"unsloth\") is None:\n", " !uv pip install -qqq unsloth\n", "!uv pip install --upgrade --no-deps transformers==4.56.2 tokenizers trl==0.22.2 unsloth unsloth_zoo" diff --git a/original_template/GPT_OSS_MXFP4_(20B)-Inference.ipynb b/original_template/GPT_OSS_MXFP4_(20B)-Inference.ipynb index dc2d3394..5f9799b5 100644 --- a/original_template/GPT_OSS_MXFP4_(20B)-Inference.ipynb +++ b/original_template/GPT_OSS_MXFP4_(20B)-Inference.ipynb @@ -70,7 +70,7 @@ " \"unsloth[base] @ git+https://github.com/unslothai/unsloth\" \\\n", " torchvision bitsandbytes \\\n", " git+https://github.com/huggingface/transformers \\\n", - " git+https://github.com/triton-lang/triton.git@05b2c186c1b6c9a08375389d5efe9cb4c401c075#subdirectory=python/triton_kernels" + " git+https://github.com/triton-lang/triton.git@0add68262ab0a2e33b84524346cb27cbb2787356#subdirectory=python/triton_kernels" ] }, { diff --git a/original_template/gpt-oss-(20B)-GRPO.ipynb b/original_template/gpt-oss-(20B)-GRPO.ipynb index 690bdc0d..119327c1 100644 --- a/original_template/gpt-oss-(20B)-GRPO.ipynb +++ b/original_template/gpt-oss-(20B)-GRPO.ipynb @@ -82,7 +82,7 @@ " \"torch>=2.8.0\" \"triton>=3.4.0\" {get_numpy} {get_pil} torchvision bitsandbytes \"transformers==4.56.2\" \\\n", " \"unsloth_zoo[base] @ git+https://github.com/unslothai/unsloth-zoo\" \\\n", " \"unsloth[base] @ git+https://github.com/unslothai/unsloth\" \\\n", - " git+https://github.com/triton-lang/triton.git@05b2c186c1b6c9a08375389d5efe9cb4c401c075#subdirectory=python/triton_kernels\n", + " git+https://github.com/triton-lang/triton.git@0add68262ab0a2e33b84524346cb27cbb2787356#subdirectory=python/triton_kernels\n", "elif importlib.util.find_spec(\"unsloth\") is None:\n", " !uv pip install -qqq unsloth\n", "!uv pip install --upgrade --no-deps transformers==4.56.2 tokenizers trl==0.22.2 unsloth unsloth_zoo" diff --git a/python_scripts/GPT_OSS_BNB_(20B)-Inference.py b/python_scripts/GPT_OSS_BNB_(20B)-Inference.py index b5a46f38..06e3b4c0 100644 --- a/python_scripts/GPT_OSS_BNB_(20B)-Inference.py +++ b/python_scripts/GPT_OSS_BNB_(20B)-Inference.py @@ -32,7 +32,7 @@ # # In[ ]: # # -# get_ipython().run_cell_magic('capture', '', 'import os, importlib.util\n!pip install --upgrade -qqq uv\nif importlib.util.find_spec("torch") is None or "COLAB_" in "".join(os.environ.keys()): \n try: import numpy, PIL; get_numpy = f"numpy=={numpy.__version__}"; get_pil = f"pillow=={PIL.__version__}"\n except: get_numpy = "numpy"; get_pil = "pillow"\n !uv pip install -qqq \\\n "torch>=2.8.0" "triton>=3.4.0" {get_numpy} {get_pil} torchvision bitsandbytes "transformers==4.56.2" \\\n "unsloth_zoo[base] @ git+https://github.com/unslothai/unsloth-zoo" \\\n "unsloth[base] @ git+https://github.com/unslothai/unsloth" \\\n git+https://github.com/triton-lang/triton.git@05b2c186c1b6c9a08375389d5efe9cb4c401c075#subdirectory=python/triton_kernels\nelif importlib.util.find_spec("unsloth") is None:\n !uv pip install -qqq unsloth\n!uv pip install --upgrade --no-deps transformers==4.56.2 tokenizers trl==0.22.2 unsloth unsloth_zoo\n') +# get_ipython().run_cell_magic('capture', '', 'import os, importlib.util\n!pip install --upgrade -qqq uv\nif importlib.util.find_spec("torch") is None or "COLAB_" in "".join(os.environ.keys()): \n try: import numpy, PIL; get_numpy = f"numpy=={numpy.__version__}"; get_pil = f"pillow=={PIL.__version__}"\n except: get_numpy = "numpy"; get_pil = "pillow"\n !uv pip install -qqq \\\n "torch>=2.8.0" "triton>=3.4.0" {get_numpy} {get_pil} torchvision bitsandbytes "transformers==4.56.2" \\\n "unsloth_zoo[base] @ git+https://github.com/unslothai/unsloth-zoo" \\\n "unsloth[base] @ git+https://github.com/unslothai/unsloth" \\\n git+https://github.com/triton-lang/triton.git@0add68262ab0a2e33b84524346cb27cbb2787356#subdirectory=python/triton_kernels\nelif importlib.util.find_spec("unsloth") is None:\n !uv pip install -qqq unsloth\n!uv pip install --upgrade --no-deps transformers==4.56.2 tokenizers trl==0.22.2 unsloth unsloth_zoo\n') # # # # In[ ]: diff --git a/python_scripts/GPT_OSS_MXFP4_(20B)-Inference.py b/python_scripts/GPT_OSS_MXFP4_(20B)-Inference.py index 53b49578..27729800 100644 --- a/python_scripts/GPT_OSS_MXFP4_(20B)-Inference.py +++ b/python_scripts/GPT_OSS_MXFP4_(20B)-Inference.py @@ -32,7 +32,7 @@ # # In[1]: # # -# get_ipython().run_cell_magic('capture', '', 'import os, importlib.util\n!pip install --upgrade -qqq uv\nif importlib.util.find_spec("torch") is None or "COLAB_" in "".join(os.environ.keys()): \n try: import numpy, PIL; get_numpy = f"numpy=={numpy.__version__}"; get_pil = f"pillow=={PIL.__version__}"\n except: get_numpy = "numpy"; get_pil = "pillow"\n !uv pip install -qqq \\\n "torch>=2.8.0" "triton>=3.4.0" {get_numpy} {get_pil} torchvision bitsandbytes "transformers==4.56.2" \\\n "unsloth_zoo[base] @ git+https://github.com/unslothai/unsloth-zoo" \\\n "unsloth[base] @ git+https://github.com/unslothai/unsloth" \\\n git+https://github.com/triton-lang/triton.git@05b2c186c1b6c9a08375389d5efe9cb4c401c075#subdirectory=python/triton_kernels\nelif importlib.util.find_spec("unsloth") is None:\n !uv pip install -qqq unsloth\n!uv pip install --upgrade --no-deps transformers==4.56.2 tokenizers trl==0.22.2 unsloth unsloth_zoo\n') +# get_ipython().run_cell_magic('capture', '', 'import os, importlib.util\n!pip install --upgrade -qqq uv\nif importlib.util.find_spec("torch") is None or "COLAB_" in "".join(os.environ.keys()): \n try: import numpy, PIL; get_numpy = f"numpy=={numpy.__version__}"; get_pil = f"pillow=={PIL.__version__}"\n except: get_numpy = "numpy"; get_pil = "pillow"\n !uv pip install -qqq \\\n "torch>=2.8.0" "triton>=3.4.0" {get_numpy} {get_pil} torchvision bitsandbytes "transformers==4.56.2" \\\n "unsloth_zoo[base] @ git+https://github.com/unslothai/unsloth-zoo" \\\n "unsloth[base] @ git+https://github.com/unslothai/unsloth" \\\n git+https://github.com/triton-lang/triton.git@0add68262ab0a2e33b84524346cb27cbb2787356#subdirectory=python/triton_kernels\nelif importlib.util.find_spec("unsloth") is None:\n !uv pip install -qqq unsloth\n!uv pip install --upgrade --no-deps transformers==4.56.2 tokenizers trl==0.22.2 unsloth unsloth_zoo\n') # # # # ### Unsloth diff --git a/python_scripts/HuggingFace Course-gpt-oss-(20B)-GRPO.py b/python_scripts/HuggingFace Course-gpt-oss-(20B)-GRPO.py index a67190a2..ee0eacd4 100644 --- a/python_scripts/HuggingFace Course-gpt-oss-(20B)-GRPO.py +++ b/python_scripts/HuggingFace Course-gpt-oss-(20B)-GRPO.py @@ -34,7 +34,7 @@ # # In[1]: # # -# get_ipython().run_cell_magic('capture', '', 'import os, importlib.util\n!pip install --upgrade -qqq uv\nif importlib.util.find_spec("torch") is None or "COLAB_" in "".join(os.environ.keys()): \n try: import numpy, PIL; get_numpy = f"numpy=={numpy.__version__}"; get_pil = f"pillow=={PIL.__version__}"\n except: get_numpy = "numpy"; get_pil = "pillow"\n !uv pip install -qqq \\\n "torch>=2.8.0" "triton>=3.4.0" {get_numpy} {get_pil} torchvision bitsandbytes "transformers==4.56.2" \\\n "unsloth_zoo[base] @ git+https://github.com/unslothai/unsloth-zoo" \\\n "unsloth[base] @ git+https://github.com/unslothai/unsloth" \\\n git+https://github.com/triton-lang/triton.git@05b2c186c1b6c9a08375389d5efe9cb4c401c075#subdirectory=python/triton_kernels\nelif importlib.util.find_spec("unsloth") is None:\n !uv pip install -qqq unsloth\n!uv pip install --upgrade --no-deps transformers==4.56.2 tokenizers trl==0.22.2 unsloth unsloth_zoo\n') +# get_ipython().run_cell_magic('capture', '', 'import os, importlib.util\n!pip install --upgrade -qqq uv\nif importlib.util.find_spec("torch") is None or "COLAB_" in "".join(os.environ.keys()): \n try: import numpy, PIL; get_numpy = f"numpy=={numpy.__version__}"; get_pil = f"pillow=={PIL.__version__}"\n except: get_numpy = "numpy"; get_pil = "pillow"\n !uv pip install -qqq \\\n "torch>=2.8.0" "triton>=3.4.0" {get_numpy} {get_pil} torchvision bitsandbytes "transformers==4.56.2" \\\n "unsloth_zoo[base] @ git+https://github.com/unslothai/unsloth-zoo" \\\n "unsloth[base] @ git+https://github.com/unslothai/unsloth" \\\n git+https://github.com/triton-lang/triton.git@0add68262ab0a2e33b84524346cb27cbb2787356#subdirectory=python/triton_kernels\nelif importlib.util.find_spec("unsloth") is None:\n !uv pip install -qqq unsloth\n!uv pip install --upgrade --no-deps transformers==4.56.2 tokenizers trl==0.22.2 unsloth unsloth_zoo\n') # # # # ### Unsloth diff --git a/python_scripts/HuggingFace Course-gpt-oss-(20B)_A100-GRPO.py b/python_scripts/HuggingFace Course-gpt-oss-(20B)_A100-GRPO.py index 3654a15d..2cab8478 100644 --- a/python_scripts/HuggingFace Course-gpt-oss-(20B)_A100-GRPO.py +++ b/python_scripts/HuggingFace Course-gpt-oss-(20B)_A100-GRPO.py @@ -34,7 +34,7 @@ # # In[ ]: # # -# get_ipython().run_cell_magic('capture', '', 'import os, importlib.util\n!pip install --upgrade -qqq uv\nif importlib.util.find_spec("torch") is None or "COLAB_" in "".join(os.environ.keys()): \n try: import numpy, PIL; get_numpy = f"numpy=={numpy.__version__}"; get_pil = f"pillow=={PIL.__version__}"\n except: get_numpy = "numpy"; get_pil = "pillow"\n !uv pip install -qqq \\\n "torch>=2.8.0" "triton>=3.4.0" {get_numpy} {get_pil} torchvision bitsandbytes "transformers==4.56.2" \\\n "unsloth_zoo[base] @ git+https://github.com/unslothai/unsloth-zoo" \\\n "unsloth[base] @ git+https://github.com/unslothai/unsloth" \\\n git+https://github.com/triton-lang/triton.git@05b2c186c1b6c9a08375389d5efe9cb4c401c075#subdirectory=python/triton_kernels\nelif importlib.util.find_spec("unsloth") is None:\n !uv pip install -qqq unsloth\n!uv pip install --upgrade --no-deps transformers==4.56.2 tokenizers trl==0.22.2 unsloth unsloth_zoo\n') +# get_ipython().run_cell_magic('capture', '', 'import os, importlib.util\n!pip install --upgrade -qqq uv\nif importlib.util.find_spec("torch") is None or "COLAB_" in "".join(os.environ.keys()): \n try: import numpy, PIL; get_numpy = f"numpy=={numpy.__version__}"; get_pil = f"pillow=={PIL.__version__}"\n except: get_numpy = "numpy"; get_pil = "pillow"\n !uv pip install -qqq \\\n "torch>=2.8.0" "triton>=3.4.0" {get_numpy} {get_pil} torchvision bitsandbytes "transformers==4.56.2" \\\n "unsloth_zoo[base] @ git+https://github.com/unslothai/unsloth-zoo" \\\n "unsloth[base] @ git+https://github.com/unslothai/unsloth" \\\n git+https://github.com/triton-lang/triton.git@0add68262ab0a2e33b84524346cb27cbb2787356#subdirectory=python/triton_kernels\nelif importlib.util.find_spec("unsloth") is None:\n !uv pip install -qqq unsloth\n!uv pip install --upgrade --no-deps transformers==4.56.2 tokenizers trl==0.22.2 unsloth unsloth_zoo\n') # # # # ### Unsloth diff --git a/python_scripts/HuggingFace Course-gpt_oss_(20B)_GRPO_BF16.py b/python_scripts/HuggingFace Course-gpt_oss_(20B)_GRPO_BF16.py index 39522096..d520cde9 100644 --- a/python_scripts/HuggingFace Course-gpt_oss_(20B)_GRPO_BF16.py +++ b/python_scripts/HuggingFace Course-gpt_oss_(20B)_GRPO_BF16.py @@ -34,7 +34,7 @@ # # In[ ]: # # -# get_ipython().run_cell_magic('capture', '', 'import os, importlib.util\n!pip install --upgrade -qqq uv\nif importlib.util.find_spec("torch") is None or "COLAB_" in "".join(os.environ.keys()): \n try: import numpy, PIL; get_numpy = f"numpy=={numpy.__version__}"; get_pil = f"pillow=={PIL.__version__}"\n except: get_numpy = "numpy"; get_pil = "pillow"\n !uv pip install -qqq \\\n "torch>=2.8.0" "triton>=3.4.0" {get_numpy} {get_pil} torchvision bitsandbytes "transformers==4.56.2" \\\n "unsloth_zoo[base] @ git+https://github.com/unslothai/unsloth-zoo" \\\n "unsloth[base] @ git+https://github.com/unslothai/unsloth" \\\n git+https://github.com/triton-lang/triton.git@05b2c186c1b6c9a08375389d5efe9cb4c401c075#subdirectory=python/triton_kernels\nelif importlib.util.find_spec("unsloth") is None:\n !uv pip install -qqq unsloth\n!uv pip install --upgrade --no-deps transformers==4.56.2 tokenizers trl==0.22.2 unsloth unsloth_zoo\n') +# get_ipython().run_cell_magic('capture', '', 'import os, importlib.util\n!pip install --upgrade -qqq uv\nif importlib.util.find_spec("torch") is None or "COLAB_" in "".join(os.environ.keys()): \n try: import numpy, PIL; get_numpy = f"numpy=={numpy.__version__}"; get_pil = f"pillow=={PIL.__version__}"\n except: get_numpy = "numpy"; get_pil = "pillow"\n !uv pip install -qqq \\\n "torch>=2.8.0" "triton>=3.4.0" {get_numpy} {get_pil} torchvision bitsandbytes "transformers==4.56.2" \\\n "unsloth_zoo[base] @ git+https://github.com/unslothai/unsloth-zoo" \\\n "unsloth[base] @ git+https://github.com/unslothai/unsloth" \\\n git+https://github.com/triton-lang/triton.git@0add68262ab0a2e33b84524346cb27cbb2787356#subdirectory=python/triton_kernels\nelif importlib.util.find_spec("unsloth") is None:\n !uv pip install -qqq unsloth\n!uv pip install --upgrade --no-deps transformers==4.56.2 tokenizers trl==0.22.2 unsloth unsloth_zoo\n') # # # # ### Unsloth diff --git a/python_scripts/Kaggle-GPT_OSS_BNB_(20B)-Inference.py b/python_scripts/Kaggle-GPT_OSS_BNB_(20B)-Inference.py index b5a46f38..06e3b4c0 100644 --- a/python_scripts/Kaggle-GPT_OSS_BNB_(20B)-Inference.py +++ b/python_scripts/Kaggle-GPT_OSS_BNB_(20B)-Inference.py @@ -32,7 +32,7 @@ # # In[ ]: # # -# get_ipython().run_cell_magic('capture', '', 'import os, importlib.util\n!pip install --upgrade -qqq uv\nif importlib.util.find_spec("torch") is None or "COLAB_" in "".join(os.environ.keys()): \n try: import numpy, PIL; get_numpy = f"numpy=={numpy.__version__}"; get_pil = f"pillow=={PIL.__version__}"\n except: get_numpy = "numpy"; get_pil = "pillow"\n !uv pip install -qqq \\\n "torch>=2.8.0" "triton>=3.4.0" {get_numpy} {get_pil} torchvision bitsandbytes "transformers==4.56.2" \\\n "unsloth_zoo[base] @ git+https://github.com/unslothai/unsloth-zoo" \\\n "unsloth[base] @ git+https://github.com/unslothai/unsloth" \\\n git+https://github.com/triton-lang/triton.git@05b2c186c1b6c9a08375389d5efe9cb4c401c075#subdirectory=python/triton_kernels\nelif importlib.util.find_spec("unsloth") is None:\n !uv pip install -qqq unsloth\n!uv pip install --upgrade --no-deps transformers==4.56.2 tokenizers trl==0.22.2 unsloth unsloth_zoo\n') +# get_ipython().run_cell_magic('capture', '', 'import os, importlib.util\n!pip install --upgrade -qqq uv\nif importlib.util.find_spec("torch") is None or "COLAB_" in "".join(os.environ.keys()): \n try: import numpy, PIL; get_numpy = f"numpy=={numpy.__version__}"; get_pil = f"pillow=={PIL.__version__}"\n except: get_numpy = "numpy"; get_pil = "pillow"\n !uv pip install -qqq \\\n "torch>=2.8.0" "triton>=3.4.0" {get_numpy} {get_pil} torchvision bitsandbytes "transformers==4.56.2" \\\n "unsloth_zoo[base] @ git+https://github.com/unslothai/unsloth-zoo" \\\n "unsloth[base] @ git+https://github.com/unslothai/unsloth" \\\n git+https://github.com/triton-lang/triton.git@0add68262ab0a2e33b84524346cb27cbb2787356#subdirectory=python/triton_kernels\nelif importlib.util.find_spec("unsloth") is None:\n !uv pip install -qqq unsloth\n!uv pip install --upgrade --no-deps transformers==4.56.2 tokenizers trl==0.22.2 unsloth unsloth_zoo\n') # # # # In[ ]: diff --git a/python_scripts/Kaggle-GPT_OSS_MXFP4_(20B)-Inference.py b/python_scripts/Kaggle-GPT_OSS_MXFP4_(20B)-Inference.py index 53b49578..27729800 100644 --- a/python_scripts/Kaggle-GPT_OSS_MXFP4_(20B)-Inference.py +++ b/python_scripts/Kaggle-GPT_OSS_MXFP4_(20B)-Inference.py @@ -32,7 +32,7 @@ # # In[1]: # # -# get_ipython().run_cell_magic('capture', '', 'import os, importlib.util\n!pip install --upgrade -qqq uv\nif importlib.util.find_spec("torch") is None or "COLAB_" in "".join(os.environ.keys()): \n try: import numpy, PIL; get_numpy = f"numpy=={numpy.__version__}"; get_pil = f"pillow=={PIL.__version__}"\n except: get_numpy = "numpy"; get_pil = "pillow"\n !uv pip install -qqq \\\n "torch>=2.8.0" "triton>=3.4.0" {get_numpy} {get_pil} torchvision bitsandbytes "transformers==4.56.2" \\\n "unsloth_zoo[base] @ git+https://github.com/unslothai/unsloth-zoo" \\\n "unsloth[base] @ git+https://github.com/unslothai/unsloth" \\\n git+https://github.com/triton-lang/triton.git@05b2c186c1b6c9a08375389d5efe9cb4c401c075#subdirectory=python/triton_kernels\nelif importlib.util.find_spec("unsloth") is None:\n !uv pip install -qqq unsloth\n!uv pip install --upgrade --no-deps transformers==4.56.2 tokenizers trl==0.22.2 unsloth unsloth_zoo\n') +# get_ipython().run_cell_magic('capture', '', 'import os, importlib.util\n!pip install --upgrade -qqq uv\nif importlib.util.find_spec("torch") is None or "COLAB_" in "".join(os.environ.keys()): \n try: import numpy, PIL; get_numpy = f"numpy=={numpy.__version__}"; get_pil = f"pillow=={PIL.__version__}"\n except: get_numpy = "numpy"; get_pil = "pillow"\n !uv pip install -qqq \\\n "torch>=2.8.0" "triton>=3.4.0" {get_numpy} {get_pil} torchvision bitsandbytes "transformers==4.56.2" \\\n "unsloth_zoo[base] @ git+https://github.com/unslothai/unsloth-zoo" \\\n "unsloth[base] @ git+https://github.com/unslothai/unsloth" \\\n git+https://github.com/triton-lang/triton.git@0add68262ab0a2e33b84524346cb27cbb2787356#subdirectory=python/triton_kernels\nelif importlib.util.find_spec("unsloth") is None:\n !uv pip install -qqq unsloth\n!uv pip install --upgrade --no-deps transformers==4.56.2 tokenizers trl==0.22.2 unsloth unsloth_zoo\n') # # # # ### Unsloth diff --git a/python_scripts/Kaggle-gpt-oss-(120B)_A100-Fine-tuning.py b/python_scripts/Kaggle-gpt-oss-(120B)_A100-Fine-tuning.py index ab94e7a4..055a1f2a 100644 --- a/python_scripts/Kaggle-gpt-oss-(120B)_A100-Fine-tuning.py +++ b/python_scripts/Kaggle-gpt-oss-(120B)_A100-Fine-tuning.py @@ -32,7 +32,7 @@ # # In[ ]: # # -# get_ipython().run_cell_magic('capture', '', 'import os, importlib.util\n!pip install --upgrade -qqq uv\nif importlib.util.find_spec("torch") is None or "COLAB_" in "".join(os.environ.keys()): \n try: import numpy, PIL; get_numpy = f"numpy=={numpy.__version__}"; get_pil = f"pillow=={PIL.__version__}"\n except: get_numpy = "numpy"; get_pil = "pillow"\n !uv pip install -qqq \\\n "torch>=2.8.0" "triton>=3.4.0" {get_numpy} {get_pil} torchvision bitsandbytes "transformers==4.56.2" \\\n "unsloth_zoo[base] @ git+https://github.com/unslothai/unsloth-zoo" \\\n "unsloth[base] @ git+https://github.com/unslothai/unsloth" \\\n git+https://github.com/triton-lang/triton.git@05b2c186c1b6c9a08375389d5efe9cb4c401c075#subdirectory=python/triton_kernels\nelif importlib.util.find_spec("unsloth") is None:\n !uv pip install -qqq unsloth\n!uv pip install --upgrade --no-deps transformers==4.56.2 tokenizers trl==0.22.2 unsloth unsloth_zoo\n') +# get_ipython().run_cell_magic('capture', '', 'import os, importlib.util\n!pip install --upgrade -qqq uv\nif importlib.util.find_spec("torch") is None or "COLAB_" in "".join(os.environ.keys()): \n try: import numpy, PIL; get_numpy = f"numpy=={numpy.__version__}"; get_pil = f"pillow=={PIL.__version__}"\n except: get_numpy = "numpy"; get_pil = "pillow"\n !uv pip install -qqq \\\n "torch>=2.8.0" "triton>=3.4.0" {get_numpy} {get_pil} torchvision bitsandbytes "transformers==4.56.2" \\\n "unsloth_zoo[base] @ git+https://github.com/unslothai/unsloth-zoo" \\\n "unsloth[base] @ git+https://github.com/unslothai/unsloth" \\\n git+https://github.com/triton-lang/triton.git@0add68262ab0a2e33b84524346cb27cbb2787356#subdirectory=python/triton_kernels\nelif importlib.util.find_spec("unsloth") is None:\n !uv pip install -qqq unsloth\n!uv pip install --upgrade --no-deps transformers==4.56.2 tokenizers trl==0.22.2 unsloth unsloth_zoo\n') # # # # ### Unsloth diff --git a/python_scripts/Kaggle-gpt-oss-(20B)-Fine-tuning.py b/python_scripts/Kaggle-gpt-oss-(20B)-Fine-tuning.py index e292d4af..ceea6706 100644 --- a/python_scripts/Kaggle-gpt-oss-(20B)-Fine-tuning.py +++ b/python_scripts/Kaggle-gpt-oss-(20B)-Fine-tuning.py @@ -32,7 +32,7 @@ # # In[ ]: # # -# get_ipython().run_cell_magic('capture', '', 'import os, importlib.util\n!pip install --upgrade -qqq uv\nif importlib.util.find_spec("torch") is None or "COLAB_" in "".join(os.environ.keys()): \n try: import numpy, PIL; get_numpy = f"numpy=={numpy.__version__}"; get_pil = f"pillow=={PIL.__version__}"\n except: get_numpy = "numpy"; get_pil = "pillow"\n !uv pip install -qqq \\\n "torch>=2.8.0" "triton>=3.4.0" {get_numpy} {get_pil} torchvision bitsandbytes "transformers==4.56.2" \\\n "unsloth_zoo[base] @ git+https://github.com/unslothai/unsloth-zoo" \\\n "unsloth[base] @ git+https://github.com/unslothai/unsloth" \\\n git+https://github.com/triton-lang/triton.git@05b2c186c1b6c9a08375389d5efe9cb4c401c075#subdirectory=python/triton_kernels\nelif importlib.util.find_spec("unsloth") is None:\n !uv pip install -qqq unsloth\n!uv pip install --upgrade --no-deps transformers==4.56.2 tokenizers trl==0.22.2 unsloth unsloth_zoo\n') +# get_ipython().run_cell_magic('capture', '', 'import os, importlib.util\n!pip install --upgrade -qqq uv\nif importlib.util.find_spec("torch") is None or "COLAB_" in "".join(os.environ.keys()): \n try: import numpy, PIL; get_numpy = f"numpy=={numpy.__version__}"; get_pil = f"pillow=={PIL.__version__}"\n except: get_numpy = "numpy"; get_pil = "pillow"\n !uv pip install -qqq \\\n "torch>=2.8.0" "triton>=3.4.0" {get_numpy} {get_pil} torchvision bitsandbytes "transformers==4.56.2" \\\n "unsloth_zoo[base] @ git+https://github.com/unslothai/unsloth-zoo" \\\n "unsloth[base] @ git+https://github.com/unslothai/unsloth" \\\n git+https://github.com/triton-lang/triton.git@0add68262ab0a2e33b84524346cb27cbb2787356#subdirectory=python/triton_kernels\nelif importlib.util.find_spec("unsloth") is None:\n !uv pip install -qqq unsloth\n!uv pip install --upgrade --no-deps transformers==4.56.2 tokenizers trl==0.22.2 unsloth unsloth_zoo\n') # # # # ### Unsloth diff --git a/python_scripts/Kaggle-gpt-oss-(20B)-GRPO.py b/python_scripts/Kaggle-gpt-oss-(20B)-GRPO.py index a67190a2..ee0eacd4 100644 --- a/python_scripts/Kaggle-gpt-oss-(20B)-GRPO.py +++ b/python_scripts/Kaggle-gpt-oss-(20B)-GRPO.py @@ -34,7 +34,7 @@ # # In[1]: # # -# get_ipython().run_cell_magic('capture', '', 'import os, importlib.util\n!pip install --upgrade -qqq uv\nif importlib.util.find_spec("torch") is None or "COLAB_" in "".join(os.environ.keys()): \n try: import numpy, PIL; get_numpy = f"numpy=={numpy.__version__}"; get_pil = f"pillow=={PIL.__version__}"\n except: get_numpy = "numpy"; get_pil = "pillow"\n !uv pip install -qqq \\\n "torch>=2.8.0" "triton>=3.4.0" {get_numpy} {get_pil} torchvision bitsandbytes "transformers==4.56.2" \\\n "unsloth_zoo[base] @ git+https://github.com/unslothai/unsloth-zoo" \\\n "unsloth[base] @ git+https://github.com/unslothai/unsloth" \\\n git+https://github.com/triton-lang/triton.git@05b2c186c1b6c9a08375389d5efe9cb4c401c075#subdirectory=python/triton_kernels\nelif importlib.util.find_spec("unsloth") is None:\n !uv pip install -qqq unsloth\n!uv pip install --upgrade --no-deps transformers==4.56.2 tokenizers trl==0.22.2 unsloth unsloth_zoo\n') +# get_ipython().run_cell_magic('capture', '', 'import os, importlib.util\n!pip install --upgrade -qqq uv\nif importlib.util.find_spec("torch") is None or "COLAB_" in "".join(os.environ.keys()): \n try: import numpy, PIL; get_numpy = f"numpy=={numpy.__version__}"; get_pil = f"pillow=={PIL.__version__}"\n except: get_numpy = "numpy"; get_pil = "pillow"\n !uv pip install -qqq \\\n "torch>=2.8.0" "triton>=3.4.0" {get_numpy} {get_pil} torchvision bitsandbytes "transformers==4.56.2" \\\n "unsloth_zoo[base] @ git+https://github.com/unslothai/unsloth-zoo" \\\n "unsloth[base] @ git+https://github.com/unslothai/unsloth" \\\n git+https://github.com/triton-lang/triton.git@0add68262ab0a2e33b84524346cb27cbb2787356#subdirectory=python/triton_kernels\nelif importlib.util.find_spec("unsloth") is None:\n !uv pip install -qqq unsloth\n!uv pip install --upgrade --no-deps transformers==4.56.2 tokenizers trl==0.22.2 unsloth unsloth_zoo\n') # # # # ### Unsloth diff --git a/python_scripts/Kaggle-gpt-oss-(20B)_A100-GRPO.py b/python_scripts/Kaggle-gpt-oss-(20B)_A100-GRPO.py index 2eda416c..f765035e 100644 --- a/python_scripts/Kaggle-gpt-oss-(20B)_A100-GRPO.py +++ b/python_scripts/Kaggle-gpt-oss-(20B)_A100-GRPO.py @@ -32,7 +32,7 @@ # # In[ ]: # # -# get_ipython().run_cell_magic('capture', '', 'import os, importlib.util\n!pip install --upgrade -qqq uv\nif importlib.util.find_spec("torch") is None or "COLAB_" in "".join(os.environ.keys()): \n try: import numpy, PIL; get_numpy = f"numpy=={numpy.__version__}"; get_pil = f"pillow=={PIL.__version__}"\n except: get_numpy = "numpy"; get_pil = "pillow"\n !uv pip install -qqq \\\n "torch>=2.8.0" "triton>=3.4.0" {get_numpy} {get_pil} torchvision bitsandbytes "transformers==4.56.2" \\\n "unsloth_zoo[base] @ git+https://github.com/unslothai/unsloth-zoo" \\\n "unsloth[base] @ git+https://github.com/unslothai/unsloth" \\\n git+https://github.com/triton-lang/triton.git@05b2c186c1b6c9a08375389d5efe9cb4c401c075#subdirectory=python/triton_kernels\nelif importlib.util.find_spec("unsloth") is None:\n !uv pip install -qqq unsloth\n!uv pip install --upgrade --no-deps transformers==4.56.2 tokenizers trl==0.22.2 unsloth unsloth_zoo\n') +# get_ipython().run_cell_magic('capture', '', 'import os, importlib.util\n!pip install --upgrade -qqq uv\nif importlib.util.find_spec("torch") is None or "COLAB_" in "".join(os.environ.keys()): \n try: import numpy, PIL; get_numpy = f"numpy=={numpy.__version__}"; get_pil = f"pillow=={PIL.__version__}"\n except: get_numpy = "numpy"; get_pil = "pillow"\n !uv pip install -qqq \\\n "torch>=2.8.0" "triton>=3.4.0" {get_numpy} {get_pil} torchvision bitsandbytes "transformers==4.56.2" \\\n "unsloth_zoo[base] @ git+https://github.com/unslothai/unsloth-zoo" \\\n "unsloth[base] @ git+https://github.com/unslothai/unsloth" \\\n git+https://github.com/triton-lang/triton.git@0add68262ab0a2e33b84524346cb27cbb2787356#subdirectory=python/triton_kernels\nelif importlib.util.find_spec("unsloth") is None:\n !uv pip install -qqq unsloth\n!uv pip install --upgrade --no-deps transformers==4.56.2 tokenizers trl==0.22.2 unsloth unsloth_zoo\n') # # # # ### Unsloth diff --git a/python_scripts/Kaggle-gpt_oss_(20B)_500K_Context_Fine_tuning.py b/python_scripts/Kaggle-gpt_oss_(20B)_500K_Context_Fine_tuning.py index c4ac94dc..f7602994 100644 --- a/python_scripts/Kaggle-gpt_oss_(20B)_500K_Context_Fine_tuning.py +++ b/python_scripts/Kaggle-gpt_oss_(20B)_500K_Context_Fine_tuning.py @@ -32,7 +32,7 @@ # # In[ ]: # # -# get_ipython().run_cell_magic('capture', '', 'import os, importlib.util\n!pip install --upgrade -qqq uv\nif importlib.util.find_spec("torch") is None or "COLAB_" in "".join(os.environ.keys()): \n try: import numpy, PIL; get_numpy = f"numpy=={numpy.__version__}"; get_pil = f"pillow=={PIL.__version__}"\n except: get_numpy = "numpy"; get_pil = "pillow"\n !uv pip install -qqq \\\n "torch>=2.8.0" "triton>=3.4.0" {get_numpy} {get_pil} torchvision bitsandbytes "transformers==4.56.2" \\\n "unsloth_zoo[base] @ git+https://github.com/unslothai/unsloth-zoo" \\\n "unsloth[base] @ git+https://github.com/unslothai/unsloth" \\\n git+https://github.com/triton-lang/triton.git@05b2c186c1b6c9a08375389d5efe9cb4c401c075#subdirectory=python/triton_kernels\nelif importlib.util.find_spec("unsloth") is None:\n !uv pip install -qqq unsloth\n!uv pip install --upgrade --no-deps transformers==4.56.2 tokenizers trl==0.22.2 unsloth unsloth_zoo\n') +# get_ipython().run_cell_magic('capture', '', 'import os, importlib.util\n!pip install --upgrade -qqq uv\nif importlib.util.find_spec("torch") is None or "COLAB_" in "".join(os.environ.keys()): \n try: import numpy, PIL; get_numpy = f"numpy=={numpy.__version__}"; get_pil = f"pillow=={PIL.__version__}"\n except: get_numpy = "numpy"; get_pil = "pillow"\n !uv pip install -qqq \\\n "torch>=2.8.0" "triton>=3.4.0" {get_numpy} {get_pil} torchvision bitsandbytes "transformers==4.56.2" \\\n "unsloth_zoo[base] @ git+https://github.com/unslothai/unsloth-zoo" \\\n "unsloth[base] @ git+https://github.com/unslothai/unsloth" \\\n git+https://github.com/triton-lang/triton.git@0add68262ab0a2e33b84524346cb27cbb2787356#subdirectory=python/triton_kernels\nelif importlib.util.find_spec("unsloth") is None:\n !uv pip install -qqq unsloth\n!uv pip install --upgrade --no-deps transformers==4.56.2 tokenizers trl==0.22.2 unsloth unsloth_zoo\n') # # # # ### Unsloth diff --git a/python_scripts/Kaggle-gpt_oss_(20B)_GRPO_BF16.py b/python_scripts/Kaggle-gpt_oss_(20B)_GRPO_BF16.py index b5028fbc..a87b0583 100644 --- a/python_scripts/Kaggle-gpt_oss_(20B)_GRPO_BF16.py +++ b/python_scripts/Kaggle-gpt_oss_(20B)_GRPO_BF16.py @@ -32,7 +32,7 @@ # # In[ ]: # # -# get_ipython().run_cell_magic('capture', '', 'import os, importlib.util\n!pip install --upgrade -qqq uv\nif importlib.util.find_spec("torch") is None or "COLAB_" in "".join(os.environ.keys()): \n try: import numpy, PIL; get_numpy = f"numpy=={numpy.__version__}"; get_pil = f"pillow=={PIL.__version__}"\n except: get_numpy = "numpy"; get_pil = "pillow"\n !uv pip install -qqq \\\n "torch>=2.8.0" "triton>=3.4.0" {get_numpy} {get_pil} torchvision bitsandbytes "transformers==4.56.2" \\\n "unsloth_zoo[base] @ git+https://github.com/unslothai/unsloth-zoo" \\\n "unsloth[base] @ git+https://github.com/unslothai/unsloth" \\\n git+https://github.com/triton-lang/triton.git@05b2c186c1b6c9a08375389d5efe9cb4c401c075#subdirectory=python/triton_kernels\nelif importlib.util.find_spec("unsloth") is None:\n !uv pip install -qqq unsloth\n!uv pip install --upgrade --no-deps transformers==4.56.2 tokenizers trl==0.22.2 unsloth unsloth_zoo\n') +# get_ipython().run_cell_magic('capture', '', 'import os, importlib.util\n!pip install --upgrade -qqq uv\nif importlib.util.find_spec("torch") is None or "COLAB_" in "".join(os.environ.keys()): \n try: import numpy, PIL; get_numpy = f"numpy=={numpy.__version__}"; get_pil = f"pillow=={PIL.__version__}"\n except: get_numpy = "numpy"; get_pil = "pillow"\n !uv pip install -qqq \\\n "torch>=2.8.0" "triton>=3.4.0" {get_numpy} {get_pil} torchvision bitsandbytes "transformers==4.56.2" \\\n "unsloth_zoo[base] @ git+https://github.com/unslothai/unsloth-zoo" \\\n "unsloth[base] @ git+https://github.com/unslothai/unsloth" \\\n git+https://github.com/triton-lang/triton.git@0add68262ab0a2e33b84524346cb27cbb2787356#subdirectory=python/triton_kernels\nelif importlib.util.find_spec("unsloth") is None:\n !uv pip install -qqq unsloth\n!uv pip install --upgrade --no-deps transformers==4.56.2 tokenizers trl==0.22.2 unsloth unsloth_zoo\n') # # # # ### Unsloth diff --git a/python_scripts/OpenEnv_gpt_oss_(20B)_Reinforcement_Learning_2048_Game.py b/python_scripts/OpenEnv_gpt_oss_(20B)_Reinforcement_Learning_2048_Game.py index 6596c040..0f2c2f04 100644 --- a/python_scripts/OpenEnv_gpt_oss_(20B)_Reinforcement_Learning_2048_Game.py +++ b/python_scripts/OpenEnv_gpt_oss_(20B)_Reinforcement_Learning_2048_Game.py @@ -27,7 +27,7 @@ # In[1]: -get_ipython().run_cell_magic('capture', '', 'import os, importlib.util\n!pip install --upgrade -qqq uv\nif importlib.util.find_spec("torch") is None or "COLAB_" in "".join(os.environ.keys()):\n try: import numpy; get_numpy = f"numpy=={numpy.__version__}"\n except: get_numpy = "numpy"\n !uv pip install -qqq \\\n "torch>=2.8.0" "triton>=3.4.0" {get_numpy} torchvision bitsandbytes "transformers==4.56.2" trackio \\\n "unsloth_zoo[base] @ git+https://github.com/unslothai/unsloth-zoo" \\\n "unsloth[base] @ git+https://github.com/unslothai/unsloth" \\\n git+https://github.com/triton-lang/triton.git@05b2c186c1b6c9a08375389d5efe9cb4c401c075#subdirectory=python/triton_kernels\nelif importlib.util.find_spec("unsloth") is None:\n !uv pip install -qqq unsloth trackio\n!uv pip install --upgrade --no-deps transformers==4.56.2 tokenizers trl==0.22.2 unsloth unsloth_zoo\n') +get_ipython().run_cell_magic('capture', '', 'import os, importlib.util\n!pip install --upgrade -qqq uv\nif importlib.util.find_spec("torch") is None or "COLAB_" in "".join(os.environ.keys()):\n try: import numpy; get_numpy = f"numpy=={numpy.__version__}"\n except: get_numpy = "numpy"\n !uv pip install -qqq \\\n "torch>=2.8.0" "triton>=3.4.0" {get_numpy} torchvision bitsandbytes "transformers==4.56.2" trackio \\\n "unsloth_zoo[base] @ git+https://github.com/unslothai/unsloth-zoo" \\\n "unsloth[base] @ git+https://github.com/unslothai/unsloth" \\\n git+https://github.com/triton-lang/triton.git@0add68262ab0a2e33b84524346cb27cbb2787356#subdirectory=python/triton_kernels\nelif importlib.util.find_spec("unsloth") is None:\n !uv pip install -qqq unsloth trackio\n!uv pip install --upgrade --no-deps transformers==4.56.2 tokenizers trl==0.22.2 unsloth unsloth_zoo\n') # We will then install [OpenEnv](https://github.com/meta-pytorch/OpenEnv) from source: diff --git a/python_scripts/OpenEnv_gpt_oss_(20B)_Reinforcement_Learning_2048_Game_BF16.py b/python_scripts/OpenEnv_gpt_oss_(20B)_Reinforcement_Learning_2048_Game_BF16.py index 3583cb15..b7504cba 100644 --- a/python_scripts/OpenEnv_gpt_oss_(20B)_Reinforcement_Learning_2048_Game_BF16.py +++ b/python_scripts/OpenEnv_gpt_oss_(20B)_Reinforcement_Learning_2048_Game_BF16.py @@ -26,7 +26,7 @@ # In[ ]: -get_ipython().run_cell_magic('capture', '', 'import os, importlib.util\n!pip install --upgrade -qqq uv\nif importlib.util.find_spec("torch") is None or "COLAB_" in "".join(os.environ.keys()):\n try: import numpy; get_numpy = f"numpy=={numpy.__version__}"\n except: get_numpy = "numpy"\n !uv pip install -qqq \\\n "torch>=2.8.0" "triton>=3.4.0" {get_numpy} torchvision bitsandbytes "transformers==4.56.2" trackio \\\n "unsloth_zoo[base] @ git+https://github.com/unslothai/unsloth-zoo" \\\n "unsloth[base] @ git+https://github.com/unslothai/unsloth" \\\n git+https://github.com/triton-lang/triton.git@05b2c186c1b6c9a08375389d5efe9cb4c401c075#subdirectory=python/triton_kernels\nelif importlib.util.find_spec("unsloth") is None:\n !uv pip install -qqq unsloth trackio\n!uv pip install --upgrade --no-deps transformers==4.56.2 tokenizers trl==0.22.2 unsloth unsloth_zoo\n') +get_ipython().run_cell_magic('capture', '', 'import os, importlib.util\n!pip install --upgrade -qqq uv\nif importlib.util.find_spec("torch") is None or "COLAB_" in "".join(os.environ.keys()):\n try: import numpy; get_numpy = f"numpy=={numpy.__version__}"\n except: get_numpy = "numpy"\n !uv pip install -qqq \\\n "torch>=2.8.0" "triton>=3.4.0" {get_numpy} torchvision bitsandbytes "transformers==4.56.2" trackio \\\n "unsloth_zoo[base] @ git+https://github.com/unslothai/unsloth-zoo" \\\n "unsloth[base] @ git+https://github.com/unslothai/unsloth" \\\n git+https://github.com/triton-lang/triton.git@0add68262ab0a2e33b84524346cb27cbb2787356#subdirectory=python/triton_kernels\nelif importlib.util.find_spec("unsloth") is None:\n !uv pip install -qqq unsloth trackio\n!uv pip install --upgrade --no-deps transformers==4.56.2 tokenizers trl==0.22.2 unsloth unsloth_zoo\n') # We will then install [OpenEnv](https://github.com/meta-pytorch/OpenEnv) from source: diff --git a/python_scripts/gpt-oss-(120B)_A100-Fine-tuning.py b/python_scripts/gpt-oss-(120B)_A100-Fine-tuning.py index ab94e7a4..055a1f2a 100644 --- a/python_scripts/gpt-oss-(120B)_A100-Fine-tuning.py +++ b/python_scripts/gpt-oss-(120B)_A100-Fine-tuning.py @@ -32,7 +32,7 @@ # # In[ ]: # # -# get_ipython().run_cell_magic('capture', '', 'import os, importlib.util\n!pip install --upgrade -qqq uv\nif importlib.util.find_spec("torch") is None or "COLAB_" in "".join(os.environ.keys()): \n try: import numpy, PIL; get_numpy = f"numpy=={numpy.__version__}"; get_pil = f"pillow=={PIL.__version__}"\n except: get_numpy = "numpy"; get_pil = "pillow"\n !uv pip install -qqq \\\n "torch>=2.8.0" "triton>=3.4.0" {get_numpy} {get_pil} torchvision bitsandbytes "transformers==4.56.2" \\\n "unsloth_zoo[base] @ git+https://github.com/unslothai/unsloth-zoo" \\\n "unsloth[base] @ git+https://github.com/unslothai/unsloth" \\\n git+https://github.com/triton-lang/triton.git@05b2c186c1b6c9a08375389d5efe9cb4c401c075#subdirectory=python/triton_kernels\nelif importlib.util.find_spec("unsloth") is None:\n !uv pip install -qqq unsloth\n!uv pip install --upgrade --no-deps transformers==4.56.2 tokenizers trl==0.22.2 unsloth unsloth_zoo\n') +# get_ipython().run_cell_magic('capture', '', 'import os, importlib.util\n!pip install --upgrade -qqq uv\nif importlib.util.find_spec("torch") is None or "COLAB_" in "".join(os.environ.keys()): \n try: import numpy, PIL; get_numpy = f"numpy=={numpy.__version__}"; get_pil = f"pillow=={PIL.__version__}"\n except: get_numpy = "numpy"; get_pil = "pillow"\n !uv pip install -qqq \\\n "torch>=2.8.0" "triton>=3.4.0" {get_numpy} {get_pil} torchvision bitsandbytes "transformers==4.56.2" \\\n "unsloth_zoo[base] @ git+https://github.com/unslothai/unsloth-zoo" \\\n "unsloth[base] @ git+https://github.com/unslothai/unsloth" \\\n git+https://github.com/triton-lang/triton.git@0add68262ab0a2e33b84524346cb27cbb2787356#subdirectory=python/triton_kernels\nelif importlib.util.find_spec("unsloth") is None:\n !uv pip install -qqq unsloth\n!uv pip install --upgrade --no-deps transformers==4.56.2 tokenizers trl==0.22.2 unsloth unsloth_zoo\n') # # # # ### Unsloth diff --git a/python_scripts/gpt-oss-(20B)-Fine-tuning.py b/python_scripts/gpt-oss-(20B)-Fine-tuning.py index e292d4af..ceea6706 100644 --- a/python_scripts/gpt-oss-(20B)-Fine-tuning.py +++ b/python_scripts/gpt-oss-(20B)-Fine-tuning.py @@ -32,7 +32,7 @@ # # In[ ]: # # -# get_ipython().run_cell_magic('capture', '', 'import os, importlib.util\n!pip install --upgrade -qqq uv\nif importlib.util.find_spec("torch") is None or "COLAB_" in "".join(os.environ.keys()): \n try: import numpy, PIL; get_numpy = f"numpy=={numpy.__version__}"; get_pil = f"pillow=={PIL.__version__}"\n except: get_numpy = "numpy"; get_pil = "pillow"\n !uv pip install -qqq \\\n "torch>=2.8.0" "triton>=3.4.0" {get_numpy} {get_pil} torchvision bitsandbytes "transformers==4.56.2" \\\n "unsloth_zoo[base] @ git+https://github.com/unslothai/unsloth-zoo" \\\n "unsloth[base] @ git+https://github.com/unslothai/unsloth" \\\n git+https://github.com/triton-lang/triton.git@05b2c186c1b6c9a08375389d5efe9cb4c401c075#subdirectory=python/triton_kernels\nelif importlib.util.find_spec("unsloth") is None:\n !uv pip install -qqq unsloth\n!uv pip install --upgrade --no-deps transformers==4.56.2 tokenizers trl==0.22.2 unsloth unsloth_zoo\n') +# get_ipython().run_cell_magic('capture', '', 'import os, importlib.util\n!pip install --upgrade -qqq uv\nif importlib.util.find_spec("torch") is None or "COLAB_" in "".join(os.environ.keys()): \n try: import numpy, PIL; get_numpy = f"numpy=={numpy.__version__}"; get_pil = f"pillow=={PIL.__version__}"\n except: get_numpy = "numpy"; get_pil = "pillow"\n !uv pip install -qqq \\\n "torch>=2.8.0" "triton>=3.4.0" {get_numpy} {get_pil} torchvision bitsandbytes "transformers==4.56.2" \\\n "unsloth_zoo[base] @ git+https://github.com/unslothai/unsloth-zoo" \\\n "unsloth[base] @ git+https://github.com/unslothai/unsloth" \\\n git+https://github.com/triton-lang/triton.git@0add68262ab0a2e33b84524346cb27cbb2787356#subdirectory=python/triton_kernels\nelif importlib.util.find_spec("unsloth") is None:\n !uv pip install -qqq unsloth\n!uv pip install --upgrade --no-deps transformers==4.56.2 tokenizers trl==0.22.2 unsloth unsloth_zoo\n') # # # # ### Unsloth diff --git a/python_scripts/gpt-oss-(20B)-GRPO.py b/python_scripts/gpt-oss-(20B)-GRPO.py index a67190a2..ee0eacd4 100644 --- a/python_scripts/gpt-oss-(20B)-GRPO.py +++ b/python_scripts/gpt-oss-(20B)-GRPO.py @@ -34,7 +34,7 @@ # # In[1]: # # -# get_ipython().run_cell_magic('capture', '', 'import os, importlib.util\n!pip install --upgrade -qqq uv\nif importlib.util.find_spec("torch") is None or "COLAB_" in "".join(os.environ.keys()): \n try: import numpy, PIL; get_numpy = f"numpy=={numpy.__version__}"; get_pil = f"pillow=={PIL.__version__}"\n except: get_numpy = "numpy"; get_pil = "pillow"\n !uv pip install -qqq \\\n "torch>=2.8.0" "triton>=3.4.0" {get_numpy} {get_pil} torchvision bitsandbytes "transformers==4.56.2" \\\n "unsloth_zoo[base] @ git+https://github.com/unslothai/unsloth-zoo" \\\n "unsloth[base] @ git+https://github.com/unslothai/unsloth" \\\n git+https://github.com/triton-lang/triton.git@05b2c186c1b6c9a08375389d5efe9cb4c401c075#subdirectory=python/triton_kernels\nelif importlib.util.find_spec("unsloth") is None:\n !uv pip install -qqq unsloth\n!uv pip install --upgrade --no-deps transformers==4.56.2 tokenizers trl==0.22.2 unsloth unsloth_zoo\n') +# get_ipython().run_cell_magic('capture', '', 'import os, importlib.util\n!pip install --upgrade -qqq uv\nif importlib.util.find_spec("torch") is None or "COLAB_" in "".join(os.environ.keys()): \n try: import numpy, PIL; get_numpy = f"numpy=={numpy.__version__}"; get_pil = f"pillow=={PIL.__version__}"\n except: get_numpy = "numpy"; get_pil = "pillow"\n !uv pip install -qqq \\\n "torch>=2.8.0" "triton>=3.4.0" {get_numpy} {get_pil} torchvision bitsandbytes "transformers==4.56.2" \\\n "unsloth_zoo[base] @ git+https://github.com/unslothai/unsloth-zoo" \\\n "unsloth[base] @ git+https://github.com/unslothai/unsloth" \\\n git+https://github.com/triton-lang/triton.git@0add68262ab0a2e33b84524346cb27cbb2787356#subdirectory=python/triton_kernels\nelif importlib.util.find_spec("unsloth") is None:\n !uv pip install -qqq unsloth\n!uv pip install --upgrade --no-deps transformers==4.56.2 tokenizers trl==0.22.2 unsloth unsloth_zoo\n') # # # # ### Unsloth diff --git a/python_scripts/gpt-oss-(20B)_A100-GRPO.py b/python_scripts/gpt-oss-(20B)_A100-GRPO.py index 2eda416c..f765035e 100644 --- a/python_scripts/gpt-oss-(20B)_A100-GRPO.py +++ b/python_scripts/gpt-oss-(20B)_A100-GRPO.py @@ -32,7 +32,7 @@ # # In[ ]: # # -# get_ipython().run_cell_magic('capture', '', 'import os, importlib.util\n!pip install --upgrade -qqq uv\nif importlib.util.find_spec("torch") is None or "COLAB_" in "".join(os.environ.keys()): \n try: import numpy, PIL; get_numpy = f"numpy=={numpy.__version__}"; get_pil = f"pillow=={PIL.__version__}"\n except: get_numpy = "numpy"; get_pil = "pillow"\n !uv pip install -qqq \\\n "torch>=2.8.0" "triton>=3.4.0" {get_numpy} {get_pil} torchvision bitsandbytes "transformers==4.56.2" \\\n "unsloth_zoo[base] @ git+https://github.com/unslothai/unsloth-zoo" \\\n "unsloth[base] @ git+https://github.com/unslothai/unsloth" \\\n git+https://github.com/triton-lang/triton.git@05b2c186c1b6c9a08375389d5efe9cb4c401c075#subdirectory=python/triton_kernels\nelif importlib.util.find_spec("unsloth") is None:\n !uv pip install -qqq unsloth\n!uv pip install --upgrade --no-deps transformers==4.56.2 tokenizers trl==0.22.2 unsloth unsloth_zoo\n') +# get_ipython().run_cell_magic('capture', '', 'import os, importlib.util\n!pip install --upgrade -qqq uv\nif importlib.util.find_spec("torch") is None or "COLAB_" in "".join(os.environ.keys()): \n try: import numpy, PIL; get_numpy = f"numpy=={numpy.__version__}"; get_pil = f"pillow=={PIL.__version__}"\n except: get_numpy = "numpy"; get_pil = "pillow"\n !uv pip install -qqq \\\n "torch>=2.8.0" "triton>=3.4.0" {get_numpy} {get_pil} torchvision bitsandbytes "transformers==4.56.2" \\\n "unsloth_zoo[base] @ git+https://github.com/unslothai/unsloth-zoo" \\\n "unsloth[base] @ git+https://github.com/unslothai/unsloth" \\\n git+https://github.com/triton-lang/triton.git@0add68262ab0a2e33b84524346cb27cbb2787356#subdirectory=python/triton_kernels\nelif importlib.util.find_spec("unsloth") is None:\n !uv pip install -qqq unsloth\n!uv pip install --upgrade --no-deps transformers==4.56.2 tokenizers trl==0.22.2 unsloth unsloth_zoo\n') # # # # ### Unsloth diff --git a/python_scripts/gpt_oss_(20B)_500K_Context_Fine_tuning.py b/python_scripts/gpt_oss_(20B)_500K_Context_Fine_tuning.py index 34faca5c..d2b4c347 100644 --- a/python_scripts/gpt_oss_(20B)_500K_Context_Fine_tuning.py +++ b/python_scripts/gpt_oss_(20B)_500K_Context_Fine_tuning.py @@ -34,7 +34,7 @@ # # In[1]: # # -# get_ipython().run_cell_magic('capture', '', 'import os, importlib.util\n!pip install --upgrade -qqq uv\nif importlib.util.find_spec("torch") is None or "COLAB_" in "".join(os.environ.keys()): \n try: import numpy, PIL; get_numpy = f"numpy=={numpy.__version__}"; get_pil = f"pillow=={PIL.__version__}"\n except: get_numpy = "numpy"; get_pil = "pillow"\n !uv pip install -qqq \\\n "torch>=2.8.0" "triton>=3.4.0" {get_numpy} {get_pil} torchvision bitsandbytes "transformers==4.56.2" \\\n "unsloth_zoo[base] @ git+https://github.com/unslothai/unsloth-zoo" \\\n "unsloth[base] @ git+https://github.com/unslothai/unsloth" \\\n git+https://github.com/triton-lang/triton.git@05b2c186c1b6c9a08375389d5efe9cb4c401c075#subdirectory=python/triton_kernels\nelif importlib.util.find_spec("unsloth") is None:\n !uv pip install -qqq unsloth\n!uv pip install --upgrade --no-deps transformers==4.56.2 tokenizers trl==0.22.2 unsloth unsloth_zoo\n') +# get_ipython().run_cell_magic('capture', '', 'import os, importlib.util\n!pip install --upgrade -qqq uv\nif importlib.util.find_spec("torch") is None or "COLAB_" in "".join(os.environ.keys()): \n try: import numpy, PIL; get_numpy = f"numpy=={numpy.__version__}"; get_pil = f"pillow=={PIL.__version__}"\n except: get_numpy = "numpy"; get_pil = "pillow"\n !uv pip install -qqq \\\n "torch>=2.8.0" "triton>=3.4.0" {get_numpy} {get_pil} torchvision bitsandbytes "transformers==4.56.2" \\\n "unsloth_zoo[base] @ git+https://github.com/unslothai/unsloth-zoo" \\\n "unsloth[base] @ git+https://github.com/unslothai/unsloth" \\\n git+https://github.com/triton-lang/triton.git@0add68262ab0a2e33b84524346cb27cbb2787356#subdirectory=python/triton_kernels\nelif importlib.util.find_spec("unsloth") is None:\n !uv pip install -qqq unsloth\n!uv pip install --upgrade --no-deps transformers==4.56.2 tokenizers trl==0.22.2 unsloth unsloth_zoo\n') # # # # ### Unsloth diff --git a/python_scripts/gpt_oss_(20B)_GRPO_BF16.py b/python_scripts/gpt_oss_(20B)_GRPO_BF16.py index b5028fbc..a87b0583 100644 --- a/python_scripts/gpt_oss_(20B)_GRPO_BF16.py +++ b/python_scripts/gpt_oss_(20B)_GRPO_BF16.py @@ -32,7 +32,7 @@ # # In[ ]: # # -# get_ipython().run_cell_magic('capture', '', 'import os, importlib.util\n!pip install --upgrade -qqq uv\nif importlib.util.find_spec("torch") is None or "COLAB_" in "".join(os.environ.keys()): \n try: import numpy, PIL; get_numpy = f"numpy=={numpy.__version__}"; get_pil = f"pillow=={PIL.__version__}"\n except: get_numpy = "numpy"; get_pil = "pillow"\n !uv pip install -qqq \\\n "torch>=2.8.0" "triton>=3.4.0" {get_numpy} {get_pil} torchvision bitsandbytes "transformers==4.56.2" \\\n "unsloth_zoo[base] @ git+https://github.com/unslothai/unsloth-zoo" \\\n "unsloth[base] @ git+https://github.com/unslothai/unsloth" \\\n git+https://github.com/triton-lang/triton.git@05b2c186c1b6c9a08375389d5efe9cb4c401c075#subdirectory=python/triton_kernels\nelif importlib.util.find_spec("unsloth") is None:\n !uv pip install -qqq unsloth\n!uv pip install --upgrade --no-deps transformers==4.56.2 tokenizers trl==0.22.2 unsloth unsloth_zoo\n') +# get_ipython().run_cell_magic('capture', '', 'import os, importlib.util\n!pip install --upgrade -qqq uv\nif importlib.util.find_spec("torch") is None or "COLAB_" in "".join(os.environ.keys()): \n try: import numpy, PIL; get_numpy = f"numpy=={numpy.__version__}"; get_pil = f"pillow=={PIL.__version__}"\n except: get_numpy = "numpy"; get_pil = "pillow"\n !uv pip install -qqq \\\n "torch>=2.8.0" "triton>=3.4.0" {get_numpy} {get_pil} torchvision bitsandbytes "transformers==4.56.2" \\\n "unsloth_zoo[base] @ git+https://github.com/unslothai/unsloth-zoo" \\\n "unsloth[base] @ git+https://github.com/unslothai/unsloth" \\\n git+https://github.com/triton-lang/triton.git@0add68262ab0a2e33b84524346cb27cbb2787356#subdirectory=python/triton_kernels\nelif importlib.util.find_spec("unsloth") is None:\n !uv pip install -qqq unsloth\n!uv pip install --upgrade --no-deps transformers==4.56.2 tokenizers trl==0.22.2 unsloth unsloth_zoo\n') # # # # ### Unsloth diff --git a/python_scripts/gpt_oss_(20B)_Reinforcement_Learning_2048_Game.py b/python_scripts/gpt_oss_(20B)_Reinforcement_Learning_2048_Game.py index a677b1c6..3ce53314 100644 --- a/python_scripts/gpt_oss_(20B)_Reinforcement_Learning_2048_Game.py +++ b/python_scripts/gpt_oss_(20B)_Reinforcement_Learning_2048_Game.py @@ -17,7 +17,7 @@ # In[ ]: -get_ipython().run_cell_magic('capture', '', 'import os, importlib.util\n!pip install --upgrade -qqq uv\nif importlib.util.find_spec("torch") is None or "COLAB_" in "".join(os.environ.keys()): \n try: import numpy; get_numpy = f"numpy=={numpy.__version__}"\n except: get_numpy = "numpy"\n !uv pip install -qqq \\\n "torch>=2.8.0" "triton>=3.4.0" {get_numpy} torchvision bitsandbytes "transformers==4.56.2" \\\n "unsloth_zoo[base] @ git+https://github.com/unslothai/unsloth-zoo" \\\n "unsloth[base] @ git+https://github.com/unslothai/unsloth" \\\n git+https://github.com/triton-lang/triton.git@05b2c186c1b6c9a08375389d5efe9cb4c401c075#subdirectory=python/triton_kernels\nelif importlib.util.find_spec("unsloth") is None:\n !uv pip install -qqq unsloth\n!uv pip install --upgrade --no-deps transformers==4.56.2 tokenizers trl==0.22.2 unsloth unsloth_zoo\n') +get_ipython().run_cell_magic('capture', '', 'import os, importlib.util\n!pip install --upgrade -qqq uv\nif importlib.util.find_spec("torch") is None or "COLAB_" in "".join(os.environ.keys()): \n try: import numpy; get_numpy = f"numpy=={numpy.__version__}"\n except: get_numpy = "numpy"\n !uv pip install -qqq \\\n "torch>=2.8.0" "triton>=3.4.0" {get_numpy} torchvision bitsandbytes "transformers==4.56.2" \\\n "unsloth_zoo[base] @ git+https://github.com/unslothai/unsloth-zoo" \\\n "unsloth[base] @ git+https://github.com/unslothai/unsloth" \\\n git+https://github.com/triton-lang/triton.git@0add68262ab0a2e33b84524346cb27cbb2787356#subdirectory=python/triton_kernels\nelif importlib.util.find_spec("unsloth") is None:\n !uv pip install -qqq unsloth\n!uv pip install --upgrade --no-deps transformers==4.56.2 tokenizers trl==0.22.2 unsloth unsloth_zoo\n') # We'll load GPT-OSS 20B and set some parameters: diff --git a/python_scripts/gpt_oss_(20B)_Reinforcement_Learning_2048_Game_BF16.py b/python_scripts/gpt_oss_(20B)_Reinforcement_Learning_2048_Game_BF16.py index ec575d25..669f8f16 100644 --- a/python_scripts/gpt_oss_(20B)_Reinforcement_Learning_2048_Game_BF16.py +++ b/python_scripts/gpt_oss_(20B)_Reinforcement_Learning_2048_Game_BF16.py @@ -15,7 +15,7 @@ # In[ ]: -get_ipython().run_cell_magic('capture', '', 'import os, importlib.util\n!pip install --upgrade -qqq uv\nif importlib.util.find_spec("torch") is None or "COLAB_" in "".join(os.environ.keys()):\n try: import numpy; get_numpy = f"numpy=={numpy.__version__}"\n except: get_numpy = "numpy"\n !uv pip install -qqq \\\n "torch>=2.8.0" "triton>=3.4.0" {get_numpy} torchvision bitsandbytes "transformers==4.56.2" \\\n "unsloth_zoo[base] @ git+https://github.com/unslothai/unsloth-zoo" \\\n "unsloth[base] @ git+https://github.com/unslothai/unsloth" \\\n git+https://github.com/triton-lang/triton.git@05b2c186c1b6c9a08375389d5efe9cb4c401c075#subdirectory=python/triton_kernels\nelif importlib.util.find_spec("unsloth") is None:\n !uv pip install -qqq unsloth\n!uv pip install --upgrade --no-deps transformers==4.56.2 tokenizers trl==0.22.2 unsloth unsloth_zoo\n') +get_ipython().run_cell_magic('capture', '', 'import os, importlib.util\n!pip install --upgrade -qqq uv\nif importlib.util.find_spec("torch") is None or "COLAB_" in "".join(os.environ.keys()):\n try: import numpy; get_numpy = f"numpy=={numpy.__version__}"\n except: get_numpy = "numpy"\n !uv pip install -qqq \\\n "torch>=2.8.0" "triton>=3.4.0" {get_numpy} torchvision bitsandbytes "transformers==4.56.2" \\\n "unsloth_zoo[base] @ git+https://github.com/unslothai/unsloth-zoo" \\\n "unsloth[base] @ git+https://github.com/unslothai/unsloth" \\\n git+https://github.com/triton-lang/triton.git@0add68262ab0a2e33b84524346cb27cbb2787356#subdirectory=python/triton_kernels\nelif importlib.util.find_spec("unsloth") is None:\n !uv pip install -qqq unsloth\n!uv pip install --upgrade --no-deps transformers==4.56.2 tokenizers trl==0.22.2 unsloth unsloth_zoo\n') # We'll load GPT-OSS 20B and set some parameters: diff --git a/python_scripts/gpt_oss_(20B)_Reinforcement_Learning_2048_Game_DGX_Spark.py b/python_scripts/gpt_oss_(20B)_Reinforcement_Learning_2048_Game_DGX_Spark.py index a677b1c6..3ce53314 100644 --- a/python_scripts/gpt_oss_(20B)_Reinforcement_Learning_2048_Game_DGX_Spark.py +++ b/python_scripts/gpt_oss_(20B)_Reinforcement_Learning_2048_Game_DGX_Spark.py @@ -17,7 +17,7 @@ # In[ ]: -get_ipython().run_cell_magic('capture', '', 'import os, importlib.util\n!pip install --upgrade -qqq uv\nif importlib.util.find_spec("torch") is None or "COLAB_" in "".join(os.environ.keys()): \n try: import numpy; get_numpy = f"numpy=={numpy.__version__}"\n except: get_numpy = "numpy"\n !uv pip install -qqq \\\n "torch>=2.8.0" "triton>=3.4.0" {get_numpy} torchvision bitsandbytes "transformers==4.56.2" \\\n "unsloth_zoo[base] @ git+https://github.com/unslothai/unsloth-zoo" \\\n "unsloth[base] @ git+https://github.com/unslothai/unsloth" \\\n git+https://github.com/triton-lang/triton.git@05b2c186c1b6c9a08375389d5efe9cb4c401c075#subdirectory=python/triton_kernels\nelif importlib.util.find_spec("unsloth") is None:\n !uv pip install -qqq unsloth\n!uv pip install --upgrade --no-deps transformers==4.56.2 tokenizers trl==0.22.2 unsloth unsloth_zoo\n') +get_ipython().run_cell_magic('capture', '', 'import os, importlib.util\n!pip install --upgrade -qqq uv\nif importlib.util.find_spec("torch") is None or "COLAB_" in "".join(os.environ.keys()): \n try: import numpy; get_numpy = f"numpy=={numpy.__version__}"\n except: get_numpy = "numpy"\n !uv pip install -qqq \\\n "torch>=2.8.0" "triton>=3.4.0" {get_numpy} torchvision bitsandbytes "transformers==4.56.2" \\\n "unsloth_zoo[base] @ git+https://github.com/unslothai/unsloth-zoo" \\\n "unsloth[base] @ git+https://github.com/unslothai/unsloth" \\\n git+https://github.com/triton-lang/triton.git@0add68262ab0a2e33b84524346cb27cbb2787356#subdirectory=python/triton_kernels\nelif importlib.util.find_spec("unsloth") is None:\n !uv pip install -qqq unsloth\n!uv pip install --upgrade --no-deps transformers==4.56.2 tokenizers trl==0.22.2 unsloth unsloth_zoo\n') # We'll load GPT-OSS 20B and set some parameters: diff --git a/update_all_notebooks.py b/update_all_notebooks.py index d2c56d23..da759c53 100644 --- a/update_all_notebooks.py +++ b/update_all_notebooks.py @@ -347,7 +347,7 @@ def update_or_append_pip_install(base_content, package_name, new_install_line): "torch>=2.8.0" "triton>=3.4.0" {get_numpy} {get_pil} torchvision bitsandbytes "transformers==4.56.2" \ "unsloth_zoo[base] @ git+https://github.com/unslothai/unsloth-zoo" \ "unsloth[base] @ git+https://github.com/unslothai/unsloth" \ - git+https://github.com/triton-lang/triton.git@05b2c186c1b6c9a08375389d5efe9cb4c401c075#subdirectory=python/triton_kernels + git+https://github.com/triton-lang/triton.git@0add68262ab0a2e33b84524346cb27cbb2787356#subdirectory=python/triton_kernels elif importlib.util.find_spec("unsloth") is None: !uv pip install -qqq unsloth !uv pip install --upgrade --no-deps transformers==4.56.2 tokenizers trl==0.22.2 unsloth unsloth_zoo"""