DIY fine-tune: 9B Gmcoder beats Ornith 1.5 with 40-68% fewer tokens
emperorofrome13 · reddit · 2026-09-29
A developer released Gmcoder, a 9B open-source coding model built as a fine-tuned merge using Unsloth, now available on Hugging Face.
It reportedly beats Ornith 1.5 and Oxcoder on HumanEval+ Mini — without overthinking: it reaches answers using 40–68% fewer tokens than competitors. A notable community fine-tuning result focused on token efficiency rather than raw scale.
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