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hugging-face-model-trainer
59 / 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 anubhavg-icpl/vibe (GitHub) · coding · 13 stars · scanned at commit d51e7ac
Train or fine-tune TRL language models on Hugging Face Jobs, including SFT, DPO, GRPO, and GGUF export. Use when you need help with hugging face model trainer.
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 90 places.
Show 17 more
- skills/ag-hugging-face-model-trainer/SKILL.md, line 316
hf jobs uv run \ - skills/ag-hugging-face-model-trainer/SKILL.md, line 325
hf jobs ps # List all jobs - skills/ag-hugging-face-model-trainer/SKILL.md, line 336
uvx trl-jobs sft \ - skills/ag-hugging-face-model-trainer/SKILL.md, line 431
uv run scripts/estimate_cost.py \ - skills/ag-hugging-face-model-trainer/SKILL.md, line 630
uv run https://huggingface.co/datasets/mcp-tools/skills/raw/main/dataset_inspector.py \ - skills/ag-hugging-face-model-trainer/references/gguf_conversion.md, line 31
subprocess.run(["apt-get", "update", "-qq"], check=True, capture_output=True) - skills/ag-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/ag-hugging-face-model-trainer/references/gguf_conversion.md, line 44
subprocess.run([ - skills/ag-hugging-face-model-trainer/references/gguf_conversion.md, line 50
subprocess.run([ - skills/ag-hugging-face-model-trainer/references/reliability_principles.md, line 100
subprocess.run(["make", "-C", "/tmp/llama.cpp", "llama-quantize"], check=True) - skills/ag-hugging-face-model-trainer/references/reliability_principles.md, line 103
subprocess.run([ - skills/ag-hugging-face-model-trainer/references/reliability_principles.md, line 108
subprocess.run([ - skills/ag-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/ag-hugging-face-model-trainer/references/reliability_principles.md, line 184
subprocess.run(["make", "-C", "/tmp/llama.cpp", "llama-quantize"]) # FAILS: no gcc/make - skills/ag-hugging-face-model-trainer/references/reliability_principles.md, line 187
subprocess.run(["apt-get", "update", "-qq"], check=True) - skills/ag-hugging-face-model-trainer/references/reliability_principles.md, line 188
subprocess.run(["apt-get", "install", "-y", "-qq", "build-essential", "cmake"], check=True) - skills/ag-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 70 more places
Downloads and installs other software
The author does not mention this. It runs automatically when the plugin is installed.
Found in 22 places.
Show 17 more
- skills/ag-hugging-face-model-trainer/scripts/convert_to_gguf.py, line 27
- Ubuntu/Debian: sudo apt-get update && sudo apt-get install -y build-essential cmake - skills/ag-hugging-face-model-trainer/scripts/convert_to_gguf.py, line 28
- RHEL/CentOS: sudo yum groupinstall -y "Development Tools" && sudo yum install -y cmake - skills/ag-hugging-face-model-trainer/scripts/convert_to_gguf.py, line 29
- macOS: xcode-select --install && brew install cmake - skills/ag-hugging-face-model-trainer/scripts/convert_to_gguf.py, line 57
print(" Ubuntu/Debian: sudo apt-get install git") - skills/ag-hugging-face-model-trainer/scripts/convert_to_gguf.py, line 58
print(" RHEL/CentOS: sudo yum install git") - skills/ag-hugging-face-model-trainer/scripts/convert_to_gguf.py, line 59
print(" macOS: brew install git") - skills/ag-hugging-face-model-trainer/scripts/convert_to_gguf.py, line 68
print(" Ubuntu/Debian: sudo apt-get install build-essential cmake") - skills/ag-hugging-face-model-trainer/scripts/convert_to_gguf.py, line 69
print(" RHEL/CentOS: sudo yum groupinstall 'Development Tools' && sudo yum install cmake") - skills/ag-hugging-face-model-trainer/scripts/convert_to_gguf.py, line 70
print(" macOS: xcode-select --install && brew install cmake") - .claude/settings.json, line 166
"Bash(npx @claude-flow*)", - .claude/settings.json, line 167
"Bash(npx claude-flow*)", - .mcp.json, line 4
"command": "npx", - hooks/cmods/README.md, line 96
npx eslint --fix "$FILE" 2>/dev/null - hooks/cmods/post-edit-format.sh, line 29
npx prettier --write "$FILE" 2>/dev/null && FORMATTED=true - hooks/cmods/post-edit-format.sh, line 32
npx biome format --write "$FILE" 2>/dev/null && FORMATTED=true - hooks/cmods/post-edit-format.sh, line 80
npx prettier --write "$FILE" 2>/dev/null && FORMATTED=true - hooks/cmods/post-edit-format.sh, line 86
npx prettier --write "$FILE" 2>/dev/null && FORMATTED=true
and 2 more places
Connects to the internet
This is disclosed by the author in the skill's SKILL.md or README.
Found in 3 places.
Reads your saved credentials, such as SSH keys or .env files
The author does not mention this. It runs automatically when the plugin is installed.
Found in 1 place.
Safer alternatives
Low-risk skills in the same category (coding) that look related. Check that one does what you need.
Install
Paste this into your terminal. It downloads exactly the version we scanned, not whatever is newest.
if [ -e ~/.agents/skills/'hugging-face-model-trainer' ] || [ -L ~/.agents/skills/'hugging-face-model-trainer' ]; then echo 'A skill folder named hugging-face-model-trainer already exists — not replacing it' >&2; false; else d=$(mktemp -d) && git clone --quiet --filter=blob:none --no-checkout 'https://github.com/anubhavg-icpl/vibe' "$d" && git -C "$d" checkout --quiet 'd51e7ac9a34111cd2e63daed83c2198f91570050' -- 'skills/ag-hugging-face-model-trainer' && mkdir -p ~/.agents/skills && cp -R "$d"/'skills/ag-hugging-face-model-trainer' ~/.agents/skills/'hugging-face-model-trainer' && rm -rf "$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 anubhavg-icpl/vibe shows the score of its lowest-scoring skill.
[](https://zalavijaysinh.github.io/skilltrust/repos/anubhavg-icpl/vibe/)
Score history
| Date | Version | Score |
|---|
| 2026-11-08 | d51e7ac | 59 |