qwen-mtp-gguf
qwen-mtp-gguf is a Local & open models skill for AI agents, published by R6410418 in the Jackrong-llm-finetuning-guide repository on GitHub. Skillspace rates qwen-mtp-gguf C (77/100) and it passed the safety scan; the rating is based on static analysis only.
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.
- Grade
- C
- Quality
- 77 / 100
- Safety
- Passed
- GitHub stars
- 1,586
Unproven: rated by static analysis only, not yet compared head-to-head.
This rating describes the version of the repository we crawled; it may have changed since, so go by its current files.
Our review
- Architecture
- 100 / 100
- Maturity
- Structured: ships references or scripts
- Security scan
- Low-risk patterns
- License
- Apache-2.0
- Adoption
- Adopted by 1 other repositories, in 0 collections
- Scope
- Vendor-specific: built around one product. Workflow using public llama.cpp and Hugging Face Qwen models.
What the scanner flagged
- mentions secrets in text
Not checked yet
- Not judged on the rubric yet (not a contender in its category)
- No blind task eval yet
- Sibling files (scripts, references) not fetched; security scan covers SKILL.md only
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