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a state-of-the-art, open Mixture-of-Experts code model designed to power agentic coding workflows across blockchain ecosystems.

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πŸš€ Blocky-Diora-420B

The most agentic blockchain code model ever released.
Purpose-built for smart contract engineering, dApp workflows, DeFi, zk, and Web3 infrastructure β€” with long-context, 358-language support, and full agentic capabilities.

blocky-benchmark

✨ Overview

Blocky-Diora-420B is a state-of-the-art, open Mixture-of-Experts code model designed to power agentic coding workflows across blockchain ecosystems. It supports over 358 programming languages, with first-class performance in Solidity, Vyper, Rust, Move, and Cairo.

Whether you're writing a DAO, deploying L2 rollups, simulating transactions, or auditing a multi-contract protocol β€” Blocky is your decentralized copilot.


πŸ”‘ Key Features

πŸ”— Agentic Blockchain Coding

  • Smart contract generation, refactoring & security checks
  • Deep language support for Solidity, Cairo, Vyper, Rust, Move
  • CLI agent compatibility with forge, cast, solc, aptos, starknet, etc.
  • 358+ languages supported

🌐 On-Chain Agentic Tooling

  • Browse and reason over blockchain explorers like Etherscan/SolanaFM
  • RPC interaction for simulations, verifications, and live querying
  • Multi-chain: EVM + non-EVM support

🧠 Long-Context Code Understanding

  • Native context window: 256K tokens
  • Extendable to 1M tokens with Yarn for full repository-level analysis

πŸ“¦ Ecosystem Tooling (Blocky CLI)

  • Forked from Gemini Code, rebuilt for Web3 agents
  • Agentic scripting: deployments, gas profiling, governance proposals, and more
  • Full integration with dev environments, CI/CD, and contract monitors

πŸ“Š Model Details

Attribute Value
Model Name Blocky-Diora-420B
Type Causal Language Model (decoder-only)
Architecture Mixture-of-Experts (MoE)
Total Parameters 420B
Active Parameters 35B per forward pass
Layers 62
Experts 160 (8 active)
Attention Heads (GQA) 96 (Q), 8 (KV)
Context Length 262,144 tokens (native), 1M (w/ Yarn)
Mode Non-thinking mode (no <think> tags)

βš’ Developer Integration

  • βœ… VSCode, Remix, JetBrains supported
  • βœ… Works with .sol, .rs, .ts, .py, .yaml, .move, .toml, etc.
  • βœ… Plug into agentic dev stacks like:
    • Lagent-Web3
    • ChainForge
    • Autonolas
    • AI-powered DEX bots

🌍 Open & Blockchain-Native

Built for public good. From DeFi to DAOs, zkVMs to cross-chain oracles β€” Blocky-Diora is open-source and extensible for builders across the decentralized stack.


πŸ§ͺ Pretraining at Blockchain Scale

Blocky-Diora-420B pushes pretraining boundaries to improve reasoning, code execution, and dev agent reliability.

πŸ“š 7.5 Trillion Tokens

  • 70% high-quality code
  • Emphasis on:
    • Smart contracts
    • Blockchain infra
    • Protocol specs (EIPs, whitepapers, Git repos)

πŸ“ Ultra-Long Context

  • Handles entire repo ingestion
  • PR/commit history diffs
  • DAO governance flow understanding

🧼 Smarter Synthetic Data

  • Aggressively rewrites noisy source data
  • Elevates agent performance in malformed, undocumented, and real-world code

🧰 Get Started

# Install Blocky CLI (agent wrapper for code workflows)
git clone https://github.com/diora-network/blocky/blocky-cli
cd blocky-cli
npm install
blocky init

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a state-of-the-art, open Mixture-of-Experts code model designed to power agentic coding workflows across blockchain ecosystems.

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