Topic
FINE-TUNING
All blog posts, tools, and guides about Fine-Tuning from Developers Digest.
4 resources - 3 posts, 1 tool
Blog Posts
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DCAS: Why Fine-Tuned Coding Agents Fall Apart When You Switch Scaffolds
A Huawei-Queen's study finds open coding models fine-tuned under OpenHands degrade sharply under other scaffolds - SWE-Lego-Qwen3-32B drops from 52.6% to 8.4% Pass@1 on OpenCode. The fix: train planning as a model capability, not a scaffold artifact.
8 min read
$500 RL Fine-Tune of a 9B Open Model Beat GPT-5.6 Sol and Claude Opus 4.8 on Catalog Review
FermiSense fine-tuned Qwen 3.5 9B with 2,500 GRPO steps on a single GPU for $500 and beat GPT-5.6 Sol (93%) and Opus 4.8 (91%) on automotive catalog review, reaching 97% accuracy at 68x lower cost per listing.
7 min read
Gemma 4: The Open Model Guide for Developers
Gemma 4 ships byte-for-byte open weights from Google DeepMind. How developers deploy it locally, fine-tune it, and ship agents on top of it.
11 min read
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More on Fine-Tuning
- - Llama - recommended Fine-Tuning tool from the Developers Digest directory
- - Tools Directory - dive deeper across the Developers Digest knowledge base
- - All Fine-Tuning articles in the blog archive
- - Developers Digest on YouTube - video tutorials covering Fine-Tuning and more
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