Fine-Tune HF Model

curated by SkillMD · plugin · 5 skills

Select, train, and upload a fine-tuned transformer model using Hugging Face tools.

Install the whole plugin (CLI)

npx skillmds add huggingface/huggingface-best
npx skillmds add huggingface/trl-training
npx skillmds add huggingface/hf-cli
npx skillmds add google-gemma/gemma-trainer
npx skillmds add lord1egypt/peft-fine-tuning

⬇ Download

Skills in this plugin

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huggingface-best · huggingface
Queries Hugging Face benchmark leaderboards to find the best AI models for a task, filters by device constraints, and returns a ranked comparison table with scores.

10.8k
repo stars
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trl-training · huggingface
Train and fine-tune transformer language models using TRL (Transformers Reinforcement Learning) with support for SFT, DPO, GRPO, KTO, RLOO, and reward model training via CLI commands.

10.8k
repo stars
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hf-cli · huggingface
Manage Hugging Face Hub resources: download/upload models, datasets, spaces; manage repos, buckets, collections, discussions, and cache; run SQL queries on datasets; authenticate and manage tokens.

10.8k
repo stars
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gemma-trainer · google-gemma bundle
Fine-tune Gemma models locally using QLoRA, Unsloth, or TRL for SFT, DPO, and reward modeling, with dataset preparation and conversion to GGUF or LiteRT-LM.

3
installs
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peft-fine-tuning · lord1egypt
Fine-tune large language models by training less than 1% of parameters using LoRA, QLoRA, and 25+ adapter methods, enabling efficient adaptation on limited GPU memory.

2
repo stars