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Enhance rslora comment clarity across notebooks and scripts #144

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751b058
Reapply comment clarity fixes after Gemini suggestions
Sneakr Dec 18, 2025
352c084
Fixed LoftQ comment
Sneakr Dec 18, 2025
be9b955
Remove loftq_update_log.txt (accidental commit with sensitive path)
Sneakr Dec 18, 2025
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4 changes: 2 additions & 2 deletions nb/CodeForces-cot-Finetune_for_Reasoning_on_CodeForces.ipynb
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Original file line number Diff line number Diff line change
Expand Up @@ -253,8 +253,8 @@
" # [NEW] \"unsloth\" uses 30% less VRAM, fits 2x larger batch sizes!\n",
" use_gradient_checkpointing = \"unsloth\", # True or \"unsloth\" for very long context\n",
" random_state = 3407,\n",
" use_rslora = False, # We support rank stabilized LoRA\n",
" loftq_config = None, # And LoftQ\n",
" use_rslora = False, # rsLoRA: For correct scaling, set alpha ~ sqrt(r) if True.\n",
" loftq_config = None, # We support LoftQ\n",
")"
]
},
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4 changes: 2 additions & 2 deletions nb/CodeGemma_(7B)-Conversational.ipynb
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Original file line number Diff line number Diff line change
Expand Up @@ -153,8 +153,8 @@
" bias = \"none\", # Supports any, but = \"none\" is optimized\n",
" use_gradient_checkpointing = \"unsloth\", # True or \"unsloth\" for very long context\n",
" random_state = 3407,\n",
" use_rslora = False, # We support rank stabilized LoRA\n",
" loftq_config = None, # And LoftQ\n",
" use_rslora = False, # rsLoRA: For correct scaling, set alpha ~ sqrt(r) if True.\n",
" loftq_config = None, # We support LoftQ\n",
")"
]
},
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4 changes: 2 additions & 2 deletions nb/Deepseek_OCR_(3B)-Eval.ipynb
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Original file line number Diff line number Diff line change
Expand Up @@ -541,8 +541,8 @@
" lora_dropout = 0,\n",
" bias = \"none\",\n",
" random_state = 3407,\n",
" use_rslora = False, # We support rank stabilized LoRA\n",
" loftq_config = None, # And LoftQ\n",
" use_rslora = False, # rsLoRA: For correct scaling, set alpha ~ sqrt(r) if True.\n",
" loftq_config = None, # We support LoftQ\n",
" # target_modules = \"all-linear\", # Optional now! Can specify a list if needed\n",
")"
]
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4 changes: 2 additions & 2 deletions nb/Deepseek_OCR_(3B)-Evaluation.ipynb
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Open in desktop
Original file line number Diff line number Diff line change
Expand Up @@ -694,8 +694,8 @@
" lora_dropout = 0,\n",
" bias = \"none\",\n",
" random_state = 3407,\n",
" use_rslora = False, # We support rank stabilized LoRA\n",
" loftq_config = None, # And LoftQ\n",
" use_rslora = False, # rsLoRA: For correct scaling, set alpha ~ sqrt(r) if True.\n",
" loftq_config = None, # We support LoftQ\n",
" # target_modules = \"all-linear\", # Optional now! Can specify a list if needed\n",
")"
]
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4 changes: 2 additions & 2 deletions nb/Deepseek_OCR_(3B).ipynb
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Open in desktop
Original file line number Diff line number Diff line change
Expand Up @@ -541,8 +541,8 @@
" lora_dropout = 0,\n",
" bias = \"none\",\n",
" random_state = 3407,\n",
" use_rslora = False, # We support rank stabilized LoRA\n",
" loftq_config = None, # And LoftQ\n",
" use_rslora = False, # rsLoRA: For correct scaling, set alpha ~ sqrt(r) if True.\n",
" loftq_config = None, # We support LoftQ\n",
" # target_modules = \"all-linear\", # Optional now! Can specify a list if needed\n",
")"
]
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4 changes: 2 additions & 2 deletions nb/ERNIE_4_5_21B_A3B_PT-Conversational.ipynb
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Open in desktop
Original file line number Diff line number Diff line change
Expand Up @@ -618,8 +618,8 @@
" # [NEW] \"unsloth\" uses 30% less VRAM, fits 2x larger batch sizes!\n",
" use_gradient_checkpointing = \"unsloth\", # True or \"unsloth\" for very long context\n",
" random_state = 3407,\n",
" use_rslora = False, # We support rank stabilized LoRA\n",
" loftq_config = None, # And LoftQ\n",
" use_rslora = False, # rsLoRA: For correct scaling, set alpha ~ sqrt(r) if True.\n",
" loftq_config = None, # We support LoftQ\n",
")"
]
},
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2 changes: 1 addition & 1 deletion nb/ERNIE_4_5_VL_28B_A3B_PT_Vision.ipynb
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Original file line number Diff line number Diff line change
Expand Up @@ -875,7 +875,7 @@
" lora_dropout = 0,\n",
" bias = \"none\",\n",
" random_state = 3407,\n",
" use_rslora = False,\n",
" use_rslora = False, # rsLoRA: For correct scaling, set alpha ~ sqrt(r) if True.\n",
" target_modules = [\n",
" \"q_proj\", \"k_proj\", \"v_proj\", \"o_proj\",\n",
" \"gate_proj\", \"up_proj\", \"down_proj\",\n",
Expand Down
4 changes: 2 additions & 2 deletions nb/Gemma2_(2B)-Alpaca.ipynb
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Original file line number Diff line number Diff line change
Expand Up @@ -314,8 +314,8 @@
" # [NEW] \"unsloth\" uses 30% less VRAM, fits 2x larger batch sizes!\n",
" use_gradient_checkpointing = \"unsloth\", # True or \"unsloth\" for very long context\n",
" random_state = 3407,\n",
" use_rslora = False, # We support rank stabilized LoRA\n",
" loftq_config = None, # And LoftQ\n",
" use_rslora = False, # rsLoRA: For correct scaling, set alpha ~ sqrt(r) if True.\n",
" loftq_config = None, # We support LoftQ\n",
")"
]
},
Expand Down
4 changes: 2 additions & 2 deletions nb/Gemma2_(9B)-Alpaca.ipynb
View file
Open in desktop
Original file line number Diff line number Diff line change
Expand Up @@ -343,8 +343,8 @@
" # [NEW] \"unsloth\" uses 30% less VRAM, fits 2x larger batch sizes!\n",
" use_gradient_checkpointing = \"unsloth\", # True or \"unsloth\" for very long context\n",
" random_state = 3407,\n",
" use_rslora = False, # We support rank stabilized LoRA\n",
" loftq_config = None, # And LoftQ\n",
" use_rslora = False, # rsLoRA: For correct scaling, set alpha ~ sqrt(r) if True.\n",
" loftq_config = None, # We support LoftQ\n",
")"
]
},
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4 changes: 2 additions & 2 deletions nb/Gemma3N_(4B)-Audio.ipynb
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Original file line number Diff line number Diff line change
Expand Up @@ -416,8 +416,8 @@
" lora_dropout = 0,\n",
" bias = \"none\",\n",
" random_state = 3407,\n",
" use_rslora = False, # We support rank stabilized LoRA\n",
" loftq_config = None, # And LoftQ\n",
" use_rslora = False, # rsLoRA: For correct scaling, set alpha ~ sqrt(r) if True.\n",
" loftq_config = None, # We support LoftQ\n",
" target_modules = [\n",
" \"q_proj\", \"k_proj\", \"v_proj\", \"o_proj\",\n",
" \"gate_proj\", \"up_proj\", \"down_proj\",\n",
Expand Down
4 changes: 2 additions & 2 deletions nb/Gemma3N_(4B)-Vision.ipynb
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Original file line number Diff line number Diff line change
Expand Up @@ -474,8 +474,8 @@
" lora_dropout = 0,\n",
" bias = \"none\",\n",
" random_state = 3407,\n",
" use_rslora = False, # We support rank stabilized LoRA\n",
" loftq_config = None, # And LoftQ\n",
" use_rslora = False, # rsLoRA: For correct scaling, set alpha ~ sqrt(r) if True.\n",
" loftq_config = None, # We support LoftQ\n",
" target_modules = \"all-linear\", # Optional now! Can specify a list if needed\n",
")"
]
Expand Down
4 changes: 2 additions & 2 deletions nb/Gemma3_(270M).ipynb
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Open in desktop
Original file line number Diff line number Diff line change
Expand Up @@ -364,8 +364,8 @@
" # [NEW] \"unsloth\" uses 30% less VRAM, fits 2x larger batch sizes!\n",
" use_gradient_checkpointing = \"unsloth\", # True or \"unsloth\" for very long context\n",
" random_state = 3407,\n",
" use_rslora = False, # We support rank stabilized LoRA\n",
" loftq_config = None, # And LoftQ\n",
" use_rslora = False, # rsLoRA: For correct scaling, set alpha ~ sqrt(r) if True.\n",
" loftq_config = None, # We support LoftQ\n",
")"
]
},
Expand Down
4 changes: 2 additions & 2 deletions nb/Gemma3_(4B)-Vision-GRPO.ipynb
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Original file line number Diff line number Diff line change
Expand Up @@ -448,8 +448,8 @@
" lora_dropout = 0,\n",
" bias = \"none\",\n",
" random_state = 3407,\n",
" use_rslora = False, # We support rank stabilized LoRA\n",
" loftq_config = None, # And LoftQ\n",
" use_rslora = False, # rsLoRA: For correct scaling, set alpha ~ sqrt(r) if True.\n",
" loftq_config = None, # We support LoftQ\n",
" use_gradient_checkpointing = \"unsloth\", # Reduces memory usage\n",
" # target_modules = \"all-linear\", # Optional now! Can specify a list if needed\n",
")"
Expand Down
4 changes: 2 additions & 2 deletions nb/Gemma3_(4B)-Vision.ipynb
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Original file line number Diff line number Diff line change
Expand Up @@ -396,8 +396,8 @@
" lora_dropout = 0,\n",
" bias = \"none\",\n",
" random_state = 3407,\n",
" use_rslora = False, # We support rank stabilized LoRA\n",
" loftq_config = None, # And LoftQ\n",
" use_rslora = False, # rsLoRA: For correct scaling, set alpha ~ sqrt(r) if True.\n",
" loftq_config = None, # We support LoftQ\n",
" target_modules = \"all-linear\", # Optional now! Can specify a list if needed\n",
")"
]
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4 changes: 2 additions & 2 deletions nb/Granite4.0.ipynb
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Original file line number Diff line number Diff line change
Expand Up @@ -196,8 +196,8 @@
" # [NEW] \"unsloth\" uses 30% less VRAM, fits 2x larger batch sizes!\n",
" use_gradient_checkpointing = \"unsloth\", # True or \"unsloth\" for very long context\n",
" random_state = 3407,\n",
" use_rslora = False, # We support rank stabilized LoRA\n",
" loftq_config = None, # And LoftQ\n",
" use_rslora = False, # rsLoRA: For correct scaling, set alpha ~ sqrt(r) if True.\n",
" loftq_config = None, # We support LoftQ\n",
")"
]
},
Expand Down
4 changes: 2 additions & 2 deletions nb/Granite4.0_350M.ipynb
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Original file line number Diff line number Diff line change
Expand Up @@ -366,8 +366,8 @@
" # [NEW] \"unsloth\" uses 30% less VRAM, fits 2x larger batch sizes!\n",
" use_gradient_checkpointing = \"unsloth\", # True or \"unsloth\" for very long context\n",
" random_state = 3407,\n",
" use_rslora = False, # We support rank stabilized LoRA\n",
" loftq_config = None, # And LoftQ\n",
" use_rslora = False, # rsLoRA: For correct scaling, set alpha ~ sqrt(r) if True.\n",
" loftq_config = None, # We support LoftQ\n",
")"
]
},
Expand Down
4 changes: 2 additions & 2 deletions nb/HuggingFace Course-Gemma3_(4B)-Vision-GRPO.ipynb
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Original file line number Diff line number Diff line change
Expand Up @@ -450,8 +450,8 @@
" lora_dropout = 0,\n",
" bias = \"none\",\n",
" random_state = 3407,\n",
" use_rslora = False, # We support rank stabilized LoRA\n",
" loftq_config = None, # And LoftQ\n",
" use_rslora = False, # rsLoRA: For correct scaling, set alpha ~ sqrt(r) if True.\n",
" loftq_config = None, # We support LoftQ\n",
" use_gradient_checkpointing = \"unsloth\", # Reduces memory usage\n",
" # target_modules = \"all-linear\", # Optional now! Can specify a list if needed\n",
")"
Expand Down
4 changes: 2 additions & 2 deletions nb/HuggingFace Course-Qwen2_5_7B_VL_GRPO.ipynb
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Original file line number Diff line number Diff line change
Expand Up @@ -619,8 +619,8 @@
" lora_dropout = 0,\n",
" bias = \"none\",\n",
" random_state = 3407,\n",
" use_rslora = False, # We support rank stabilized LoRA\n",
" loftq_config = None, # And LoftQ\n",
" use_rslora = False, # rsLoRA: For correct scaling, set alpha ~ sqrt(r) if True.\n",
" loftq_config = None, # We support LoftQ\n",
" use_gradient_checkpointing = \"unsloth\", # Reduces memory usage\n",
" # target_modules = \"all-linear\", # Optional now! Can specify a list if needed\n",
")"
Expand Down
4 changes: 2 additions & 2 deletions nb/HuggingFace Course-Qwen3_VL_(8B)-Vision-GRPO.ipynb
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Original file line number Diff line number Diff line change
Expand Up @@ -558,8 +558,8 @@
" lora_dropout = 0,\n",
" bias = \"none\",\n",
" random_state = 3407,\n",
" use_rslora = False, # We support rank stabilized LoRA\n",
" loftq_config = None, # And LoftQ\n",
" use_rslora = False, # rsLoRA: For correct scaling, set alpha ~ sqrt(r) if True.\n",
" loftq_config = None, # We support LoftQ\n",
" use_gradient_checkpointing = \"unsloth\", # Reduces memory usage\n",
" # target_modules = \"all-linear\", # Optional now! Can specify a list if needed\n",
")"
Expand Down
4 changes: 2 additions & 2 deletions nb/HuggingFace Course-gpt-oss-(20B)_A100-GRPO.ipynb
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Original file line number Diff line number Diff line change
Expand Up @@ -765,8 +765,8 @@
" # [NEW] \"unsloth\" uses 30% less VRAM, fits 2x larger batch sizes!\n",
" use_gradient_checkpointing = \"unsloth\", # True or \"unsloth\" for very long context\n",
" random_state = 3407,\n",
" use_rslora = False, # We support rank stabilized LoRA\n",
" loftq_config = None, # And LoftQ\n",
" use_rslora = False, # rsLoRA: For correct scaling, set alpha ~ sqrt(r) if True.\n",
" loftq_config = None, # We support LoftQ\n",
")"
]
},
Expand Down
4 changes: 2 additions & 2 deletions nb/Kaggle-CodeForces-cot-Finetune_for_Reasoning_on_CodeForces.ipynb
View file
Open in desktop
Original file line number Diff line number Diff line change
Expand Up @@ -253,8 +253,8 @@
" # [NEW] \"unsloth\" uses 30% less VRAM, fits 2x larger batch sizes!\n",
" use_gradient_checkpointing = \"unsloth\", # True or \"unsloth\" for very long context\n",
" random_state = 3407,\n",
" use_rslora = False, # We support rank stabilized LoRA\n",
" loftq_config = None, # And LoftQ\n",
" use_rslora = False, # rsLoRA: For correct scaling, set alpha ~ sqrt(r) if True.\n",
" loftq_config = None, # We support LoftQ\n",
")"
]
},
Expand Down
4 changes: 2 additions & 2 deletions nb/Kaggle-CodeGemma_(7B)-Conversational.ipynb
View file
Open in desktop
Original file line number Diff line number Diff line change
Expand Up @@ -153,8 +153,8 @@
" bias = \"none\", # Supports any, but = \"none\" is optimized\n",
" use_gradient_checkpointing = \"unsloth\", # True or \"unsloth\" for very long context\n",
" random_state = 3407,\n",
" use_rslora = False, # We support rank stabilized LoRA\n",
" loftq_config = None, # And LoftQ\n",
" use_rslora = False, # rsLoRA: For correct scaling, set alpha ~ sqrt(r) if True.\n",
" loftq_config = None, # We support LoftQ\n",
")"
]
},
Expand Down
4 changes: 2 additions & 2 deletions nb/Kaggle-Deepseek_OCR_(3B)-Eval.ipynb
View file
Open in desktop
Original file line number Diff line number Diff line change
Expand Up @@ -541,8 +541,8 @@
" lora_dropout = 0,\n",
" bias = \"none\",\n",
" random_state = 3407,\n",
" use_rslora = False, # We support rank stabilized LoRA\n",
" loftq_config = None, # And LoftQ\n",
" use_rslora = False, # rsLoRA: For correct scaling, set alpha ~ sqrt(r) if True.\n",
" loftq_config = None, # We support LoftQ\n",
" # target_modules = \"all-linear\", # Optional now! Can specify a list if needed\n",
")"
]
Expand Down
4 changes: 2 additions & 2 deletions nb/Kaggle-Deepseek_OCR_(3B)-Evaluation.ipynb
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Open in desktop
Original file line number Diff line number Diff line change
Expand Up @@ -694,8 +694,8 @@
" lora_dropout = 0,\n",
" bias = \"none\",\n",
" random_state = 3407,\n",
" use_rslora = False, # We support rank stabilized LoRA\n",
" loftq_config = None, # And LoftQ\n",
" use_rslora = False, # rsLoRA: For correct scaling, set alpha ~ sqrt(r) if True.\n",
" loftq_config = None, # We support LoftQ\n",
" # target_modules = \"all-linear\", # Optional now! Can specify a list if needed\n",
")"
]
Expand Down
4 changes: 2 additions & 2 deletions nb/Kaggle-Deepseek_OCR_(3B).ipynb
View file
Open in desktop
Original file line number Diff line number Diff line change
Expand Up @@ -541,8 +541,8 @@
" lora_dropout = 0,\n",
" bias = \"none\",\n",
" random_state = 3407,\n",
" use_rslora = False, # We support rank stabilized LoRA\n",
" loftq_config = None, # And LoftQ\n",
" use_rslora = False, # rsLoRA: For correct scaling, set alpha ~ sqrt(r) if True.\n",
" loftq_config = None, # We support LoftQ\n",
" # target_modules = \"all-linear\", # Optional now! Can specify a list if needed\n",
")"
]
Expand Down
4 changes: 2 additions & 2 deletions nb/Kaggle-ERNIE_4_5_21B_A3B_PT-Conversational.ipynb
View file
Open in desktop
Original file line number Diff line number Diff line change
Expand Up @@ -618,8 +618,8 @@
" # [NEW] \"unsloth\" uses 30% less VRAM, fits 2x larger batch sizes!\n",
" use_gradient_checkpointing = \"unsloth\", # True or \"unsloth\" for very long context\n",
" random_state = 3407,\n",
" use_rslora = False, # We support rank stabilized LoRA\n",
" loftq_config = None, # And LoftQ\n",
" use_rslora = False, # rsLoRA: For correct scaling, set alpha ~ sqrt(r) if True.\n",
" loftq_config = None, # We support LoftQ\n",
")"
]
},
Expand Down
2 changes: 1 addition & 1 deletion nb/Kaggle-ERNIE_4_5_VL_28B_A3B_PT_Vision.ipynb
View file
Open in desktop
Original file line number Diff line number Diff line change
Expand Up @@ -875,7 +875,7 @@
" lora_dropout = 0,\n",
" bias = \"none\",\n",
" random_state = 3407,\n",
" use_rslora = False,\n",
" use_rslora = False, # rsLoRA: For correct scaling, set alpha ~ sqrt(r) if True.\n",
" target_modules = [\n",
" \"q_proj\", \"k_proj\", \"v_proj\", \"o_proj\",\n",
" \"gate_proj\", \"up_proj\", \"down_proj\",\n",
Expand Down
4 changes: 2 additions & 2 deletions nb/Kaggle-Gemma2_(2B)-Alpaca.ipynb
View file
Open in desktop
Original file line number Diff line number Diff line change
Expand Up @@ -314,8 +314,8 @@
" # [NEW] \"unsloth\" uses 30% less VRAM, fits 2x larger batch sizes!\n",
" use_gradient_checkpointing = \"unsloth\", # True or \"unsloth\" for very long context\n",
" random_state = 3407,\n",
" use_rslora = False, # We support rank stabilized LoRA\n",
" loftq_config = None, # And LoftQ\n",
" use_rslora = False, # rsLoRA: For correct scaling, set alpha ~ sqrt(r) if True.\n",
" loftq_config = None, # We support LoftQ\n",
")"
]
},
Expand Down
4 changes: 2 additions & 2 deletions nb/Kaggle-Gemma2_(9B)-Alpaca.ipynb
View file
Open in desktop
Original file line number Diff line number Diff line change
Expand Up @@ -343,8 +343,8 @@
" # [NEW] \"unsloth\" uses 30% less VRAM, fits 2x larger batch sizes!\n",
" use_gradient_checkpointing = \"unsloth\", # True or \"unsloth\" for very long context\n",
" random_state = 3407,\n",
" use_rslora = False, # We support rank stabilized LoRA\n",
" loftq_config = None, # And LoftQ\n",
" use_rslora = False, # rsLoRA: For correct scaling, set alpha ~ sqrt(r) if True.\n",
" loftq_config = None, # We support LoftQ\n",
")"
]
},
Expand Down
4 changes: 2 additions & 2 deletions nb/Kaggle-Gemma3N_(4B)-Audio.ipynb
View file
Open in desktop
Original file line number Diff line number Diff line change
Expand Up @@ -416,8 +416,8 @@
" lora_dropout = 0,\n",
" bias = \"none\",\n",
" random_state = 3407,\n",
" use_rslora = False, # We support rank stabilized LoRA\n",
" loftq_config = None, # And LoftQ\n",
" use_rslora = False, # rsLoRA: For correct scaling, set alpha ~ sqrt(r) if True.\n",
" loftq_config = None, # We support LoftQ\n",
" target_modules = [\n",
" \"q_proj\", \"k_proj\", \"v_proj\", \"o_proj\",\n",
" \"gate_proj\", \"up_proj\", \"down_proj\",\n",
Expand Down
4 changes: 2 additions & 2 deletions nb/Kaggle-Gemma3N_(4B)-Vision.ipynb
View file
Open in desktop
Original file line number Diff line number Diff line change
Expand Up @@ -474,8 +474,8 @@
" lora_dropout = 0,\n",
" bias = \"none\",\n",
" random_state = 3407,\n",
" use_rslora = False, # We support rank stabilized LoRA\n",
" loftq_config = None, # And LoftQ\n",
" use_rslora = False, # rsLoRA: For correct scaling, set alpha ~ sqrt(r) if True.\n",
" loftq_config = None, # We support LoftQ\n",
" target_modules = \"all-linear\", # Optional now! Can specify a list if needed\n",
")"
]
Expand Down
4 changes: 2 additions & 2 deletions nb/Kaggle-Gemma3_(270M).ipynb
View file
Open in desktop
Original file line number Diff line number Diff line change
Expand Up @@ -364,8 +364,8 @@
" # [NEW] \"unsloth\" uses 30% less VRAM, fits 2x larger batch sizes!\n",
" use_gradient_checkpointing = \"unsloth\", # True or \"unsloth\" for very long context\n",
" random_state = 3407,\n",
" use_rslora = False, # We support rank stabilized LoRA\n",
" loftq_config = None, # And LoftQ\n",
" use_rslora = False, # rsLoRA: For correct scaling, set alpha ~ sqrt(r) if True.\n",
" loftq_config = None, # We support LoftQ\n",
")"
]
},
Expand Down
4 changes: 2 additions & 2 deletions nb/Kaggle-Gemma3_(4B)-Vision-GRPO.ipynb
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Original file line number Diff line number Diff line change
Expand Up @@ -441,8 +441,8 @@
" lora_dropout = 0,\n",
" bias = \"none\",\n",
" random_state = 3407,\n",
" use_rslora = False, # We support rank stabilized LoRA\n",
" loftq_config = None, # And LoftQ\n",
" use_rslora = False, # rsLoRA: For correct scaling, set alpha ~ sqrt(r) if True.\n",
" loftq_config = None, # We support LoftQ\n",
" use_gradient_checkpointing = \"unsloth\", # Reduces memory usage\n",
" # target_modules = \"all-linear\", # Optional now! Can specify a list if needed\n",
")"
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4 changes: 2 additions & 2 deletions nb/Kaggle-Gemma3_(4B)-Vision.ipynb
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Original file line number Diff line number Diff line change
Expand Up @@ -396,8 +396,8 @@
" lora_dropout = 0,\n",
" bias = \"none\",\n",
" random_state = 3407,\n",
" use_rslora = False, # We support rank stabilized LoRA\n",
" loftq_config = None, # And LoftQ\n",
" use_rslora = False, # rsLoRA: For correct scaling, set alpha ~ sqrt(r) if True.\n",
" loftq_config = None, # We support LoftQ\n",
" target_modules = \"all-linear\", # Optional now! Can specify a list if needed\n",
")"
]
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4 changes: 2 additions & 2 deletions nb/Kaggle-Granite4.0.ipynb
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Open in desktop
Original file line number Diff line number Diff line change
Expand Up @@ -196,8 +196,8 @@
" # [NEW] \"unsloth\" uses 30% less VRAM, fits 2x larger batch sizes!\n",
" use_gradient_checkpointing = \"unsloth\", # True or \"unsloth\" for very long context\n",
" random_state = 3407,\n",
" use_rslora = False, # We support rank stabilized LoRA\n",
" loftq_config = None, # And LoftQ\n",
" use_rslora = False, # rsLoRA: For correct scaling, set alpha ~ sqrt(r) if True.\n",
" loftq_config = None, # We support LoftQ\n",
")"
]
},
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4 changes: 2 additions & 2 deletions nb/Kaggle-Granite4.0_350M.ipynb
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Original file line number Diff line number Diff line change
Expand Up @@ -366,8 +366,8 @@
" # [NEW] \"unsloth\" uses 30% less VRAM, fits 2x larger batch sizes!\n",
" use_gradient_checkpointing = \"unsloth\", # True or \"unsloth\" for very long context\n",
" random_state = 3407,\n",
" use_rslora = False, # We support rank stabilized LoRA\n",
" loftq_config = None, # And LoftQ\n",
" use_rslora = False, # rsLoRA: For correct scaling, set alpha ~ sqrt(r) if True.\n",
" loftq_config = None, # We support LoftQ\n",
")"
]
},
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