Text Generation
Transformers
GGUF
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  ## Overview
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- **Strand-Rust-Coder-14B-v1** is the first domain-specialized Rust language model created through **Fortytwo’s Swarm Inference Network**, a decentralized AI architecture where multiple models collaboratively generate, validate, and rank outputs through peer consensus.
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- The model fine-tunes **Qwen2.5-Coder-14B** for Rust-specific programming tasks using a **191K-example synthetic dataset** built via multi-agent generation and peer-reviewed validation.
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- It achieves **43–50% accuracy** on Rust-specific benchmarks – surpassing much larger proprietary models like GPT-5 Codex on Rust tasks – while maintaining competitive general coding performance.
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  ## Key Features
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  **Fortytwo – An open, networked intelligence shaped collectively by its participants**
 
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  Join the swarm: [fortytwo.network](https://fortytwo.network)
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  X: [@fortytwonetwork](https://x.com/fortytwonetwork)
 
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  ## Overview
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+ **Strand-Rust-Coder-14B-v1** is the first domain-specialized Rust language model created through **Fortytwo’s Swarm Inference**, a decentralized AI architecture where multiple models collaboratively generate, validate, and rank outputs through peer consensus.
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+ The model fine-tunes **Qwen2.5-Coder-14B** for Rust-specific programming tasks using a **191K-example synthetic dataset** built via multi-model generation and peer-reviewed validation.
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+ It achieves **43–48% accuracy** on Rust-specific benchmarks – surpassing much larger proprietary models like GPT-5 Codex on Rust tasks – while maintaining competitive general coding performance.
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  ## Key Features
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  ---
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  **Fortytwo – An open, networked intelligence shaped collectively by its participants**
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  Join the swarm: [fortytwo.network](https://fortytwo.network)
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  X: [@fortytwonetwork](https://x.com/fortytwonetwork)