yuxinlu1/gemma-4-12B-coder-fable5-composer2.5-v1-GGUF
text-generation model by yuxinlu1
From the publisher
Model card & documentation
Source previewRead the publisher’s intended use, setup instructions, evaluations and limitations. The original model card is the source of truth.
A focused fine-tune of Gemma 4 12B on verifiable Python coding data — every training example's reasoning leads to code that actually passed its tests. The result reasons in the open (edge cases, complexity, approach) and then emits a clean, runnable solution. 💚 🚀🔥 IT'S HERE — v2 is OUT NOW! v2 has shipped — the GGUF quants are live and ready to run → grab v2 here. 🎉 The full safetensors master (build / fine-tune on top) goes up tomorrow. v2 is agentic + coding focused — the piece v1 was missing. Here's the result that got me most excited. When I saw v2's tau2-bench telecom result — an agentic tool-use benchmark where the model has to diagnose → fix → verify, exactly like real terminal/debugging work — I literally got launched out of my chair (…okay, kidding 😄). The jump in actually solving the problem is wild: The…
Read the full model card ↗ · Preview checked 2026-10-31T06:17:10.754Z
Inside the original model card — Document outline
- 💻 Gemma4-12B-Coder (GGUF) — Composer 2.5 × Fable 5 ✨
- 🐣 Tiny footprint, big brain — a local coding model for everyone
- 🎯 What it is
- 📌 Announcements
- 📣 Context length fixed: now 256K (was 131K) — thanks, community! 💚
- 📚 Training data (the interesting part 🍳)
- 📦 Pick your size (GGUF quants)
- 🧮 "Will it fit?" — context length cheat-sheet
- 🚀 How to run it (super easy)
- Option A — llama.cpp (recommended) 🦙
- Option B — one-click apps 🖱️
- 🧠 Thinking mode
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Documentation belongs to its respective authors. Reported project/model license: apache-2.0. A listing is not a grant of reuse or training rights. Confirm the document’s own terms at the source.
Model overview
yuxinlu1/gemma-4-12B-coder-fable5-composer2.5-v1-GGUF is a text-generation model repository published by yuxinlu1 on Hugging Face. The source reports the gguf library.
This page summarizes Hub metadata. For intended use, training data, evaluation results and limitations, consult the original model card.
Model facts
- Task
- text-generation
- Library
- gguf
- Recent downloads (30 days)
- 110,136
- Cumulative likes
- 2,987
- Hugging Face trending score
- 10
- Reported safetensors parameters
- Not reported
- Architecture
- Not reported
- License
- apache-2.0
- Access
- Not gated by Hugging Face
- Created
- 2026-06-10T07:24:02.000Z
- Last modified
- 2026-06-19T03:52:11.000Z
Compatibility and lineage
Language coverage was not reported.
Reported base models: google/gemma-4-12B-it
Parameter count is not a RAM/VRAM requirement. Check precision, quantization, context length and runtime compatibility in the model card; no hardware or API-cost claim is inferred here.
Use and evaluate
Check license terms and access requirements first. Review the model card’s documented loading instructions, evaluations and safety limitations. Benchmark scores are not imported by this directory, and popularity is not an accuracy ranking.
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Source and freshness
Source: Hugging Face Hub. Metadata observed 2026-11-01T06:50:33.901Z. Daily imports are snapshots, not real-time monitoring.
Popularity and source listings do not establish security, suitability, licensing rights or benchmark performance.