qwen-mtp-gguf-release

Repository-level wrapper for the canonical Qwen MTP or nextn GGUF release workflow. Use when Codex needs to prepare, validate, convert, quantize, smoke-test, or optionally release Qwen-family GGUF artifacts from this repository while preserving the canonical implementation under qwen-mtp-gguf/.

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Repository: R6410418/Jackrong-llm-finetuning-guide
Last source activity: May 31, 2026 at 15:34
Detected SKILL.md language: English
Stars: 1,652
Forks: 265

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qwen-mtp-gguf

Complete agent-ready workflow for Qwen-family MTP or nextn GGUF conversion and release. Use when Codex or another coding agent needs to inspect a user's machine, estimate disk/RAM requirements from Hugging Face model sizes and requested quant formats, bootstrap llama.cpp and Python dependencies, extract MTP heads from a matching official/base Qwen model, merge them into a fine-tuned or target safetensors model, run local HF/GGUF smoke tests with Qwen chat formatting, quantize to GGUF, and optionally upload or resume Hugging Face releases.

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github-sync-gate

Enforce this repository's local-review-first GitHub sync policy. Use when Codex is preparing, validating, staging, committing, pushing, or opening a pull request for this repository and must wait for the exact approval phrase before any remote write.

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qwopus27b-rl-training

Prepare, validate, launch-plan, monitor, resume, and stop configurable Qwopus 27B reinforcement-learning workflows for GRPO or GSPO. Use when Codex needs to turn an editable Goal template and user config into a safe local or SSH RL training plan without overstating dry-run results or relabeling SFT, GRPO, GSPO, or other algorithms.

2026-05-31

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name	qwen-mtp-gguf-release
description	Repository-level wrapper for the canonical Qwen MTP or nextn GGUF release workflow. Use when Codex needs to prepare, validate, convert, quantize, smoke-test, or optionally release Qwen-family GGUF artifacts from this repository while preserving the canonical implementation under qwen-mtp-gguf/.