🦙Reddit r/LocalLLaMA•Stalecollected in 12h
14B Model Beats Claude on Ada Code Gen
#fine-tuning#ada-language#code-generation#safety-criticalsteelman-r5-14bsteelman-r5-14bqwen2.5-coder-14bclaude-opusada
💡Open 14B beats Claude Opus on Ada benchmarks—first HumanEval-Ada open results
⚡ 30-Second TL;DR
What Changed
68.6% compile rate on 1K Ada prompts vs Claude Opus 42.1%
Why It Matters
Breakthrough for safety-critical Ada/SPARK coding in aerospace/defense; open-weights model enables local fine-tuning for niche languages.
What To Do Next
Run 'ollama run hf.co/the-clanker-lover/steelman-14b-ada-v0.1-GGUF' to test Ada code generation.
Who should care:Researchers & Academics
Key Points
- •68.6% compile rate on 1K Ada prompts vs Claude Opus 42.1%
- •47.1% pass@1 on HumanEval-Ada (first for open models)
- •QLoRA fine-tune on 3.4K compiler-verified Ada pairs; fits 12GB VRAM Q4_K_M
- •ollama run hf.co/the-clanker-lover/steelman-14b-ada-v0.1-GGUF
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Original source: Reddit r/LocalLLaMA ↗
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