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hugging-face-model-trainer
79 / 100 · Review before installing
Check before installing. Some of what it can do is expected: a coding skill usually runs build and test commands.
By sinhoneyy/master-skills (GitHub) · coding · 17 stars · scanned at commit 8e70b78
Train or fine-tune TRL language models on Hugging Face Jobs, including SFT, DPO, GRPO, and GGUF export.
Works with any agent that supports SKILL.md skills.
What this skill can do
Runs commands on your computer
This is disclosed by the author in the skill's SKILL.md or README. Expected for a coding skill.
Found in 28 places.
Show 17 more
- skills/hugging-face-model-trainer/SKILL.md, line 315
hf jobs uv run \ - skills/hugging-face-model-trainer/SKILL.md, line 324
hf jobs ps # List all jobs - skills/hugging-face-model-trainer/SKILL.md, line 335
uvx trl-jobs sft \ - skills/hugging-face-model-trainer/SKILL.md, line 430
uv run scripts/estimate_cost.py \ - skills/hugging-face-model-trainer/SKILL.md, line 629
uv run https://huggingface.co/datasets/mcp-tools/skills/raw/main/dataset_inspector.py \ - skills/hugging-face-model-trainer/references/gguf_conversion.md, line 31
subprocess.run(["apt-get", "update", "-qq"], check=True, capture_output=True) - skills/hugging-face-model-trainer/references/gguf_conversion.md, line 32
subprocess.run(["apt-get", "install", "-y", "-qq", "build-essential", "cmake"], check=True, capture_output=True) - skills/hugging-face-model-trainer/references/gguf_conversion.md, line 44
subprocess.run([ - skills/hugging-face-model-trainer/references/gguf_conversion.md, line 50
subprocess.run([ - skills/hugging-face-model-trainer/references/reliability_principles.md, line 100
subprocess.run(["make", "-C", "/tmp/llama.cpp", "llama-quantize"], check=True) - skills/hugging-face-model-trainer/references/reliability_principles.md, line 103
subprocess.run([ - skills/hugging-face-model-trainer/references/reliability_principles.md, line 108
subprocess.run([ - skills/hugging-face-model-trainer/references/reliability_principles.md, line 183
subprocess.run(["git", "clone", "https://github.com/ggerganov/llama.cpp.git", "/tmp/llama.cpp"]) - skills/hugging-face-model-trainer/references/reliability_principles.md, line 184
subprocess.run(["make", "-C", "/tmp/llama.cpp", "llama-quantize"]) # FAILS: no gcc/make - skills/hugging-face-model-trainer/references/reliability_principles.md, line 187
subprocess.run(["apt-get", "update", "-qq"], check=True) - skills/hugging-face-model-trainer/references/reliability_principles.md, line 188
subprocess.run(["apt-get", "install", "-y", "-qq", "build-essential", "cmake"], check=True) - skills/hugging-face-model-trainer/references/reliability_principles.md, line 189
subprocess.run(["git", "clone", "https://github.com/ggerganov/llama.cpp.git", "/tmp/llama.cpp"])
and 8 more places
Downloads and installs other software
The author does not mention this.
Found in 12 places.
Show 9 more
Connects to the internet
This is disclosed by the author in the skill's SKILL.md or README.
Found in 3 places.
Safer alternatives
Low-risk skills in the same category (coding) that look related. Check that one does what you need.
Other copies in this repository
sinhoneyy/master-skills has 1 more folder with a skill named hugging-face-model-trainer. This page shows the lowest-scoring copy.
Install
Paste this into your terminal. It downloads exactly the version we scanned, not whatever is newest.
if [ -e ~/.agents/skills/'hugging-face-model-trainer' ] || [ -L ~/.agents/skills/'hugging-face-model-trainer' ]; then echo 'A skill folder named hugging-face-model-trainer already exists — not replacing it' >&2; false; else d=$(mktemp -d) && git clone --quiet --filter=blob:none --no-checkout 'https://github.com/sinhoneyy/master-skills' "$d" && git -C "$d" checkout --quiet '8e70b780359915a1f197ca37a1add2d4016115a2' -- 'skills/hugging-face-model-trainer' && mkdir -p ~/.agents/skills && cp -R "$d"/'skills/hugging-face-model-trainer' ~/.agents/skills/'hugging-face-model-trainer' && rm -rf "$d"; fi
Codex reads ~/.agents/skills directly. For Claude Code, Cursor, Copilot, Gemini CLI, Antigravity or OpenCode, also link it. For Claude Code: ln -s ~/.agents/skills/'hugging-face-model-trainer' ~/.claude/skills/'hugging-face-model-trainer' (other agents: ~/.cursor/skills, ~/.copilot/skills, ~/.gemini/skills, ~/.gemini/config/skills, ~/.config/opencode/skills). Or install through the finder skill, which does both.
Badge for your README
The badge for sinhoneyy/master-skills shows the score of its lowest-scoring skill.
[](https://zalavijaysinh.github.io/skilltrust/repos/sinhoneyy/master-skills/)
Score history
| Date | Version | Score |
|---|
| 2026-11-09 | 8e70b78 | 79 |