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Agent skills

Reusable instructions for compatible AI agents.

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Agent skill

TRL - Transformer Reinforcement Learning

Fine-tune LLMs using reinforcement learning with TRL - SFT for instruction tuning, DPO for preference alignment, PPO/GRPO for reward optimization, and reward model training. Use when need RLHF, align model with preferences, or train from human feedback. Works with HuggingFace Transformers.

OpenClawData & Analytics
davila733,110
Agent skill

TRL - Transformer Reinforcement Learning

Fine-tune LLMs using reinforcement learning with TRL - SFT for instruction tuning, DPO for preference alignment, PPO/GRPO for reward optimization, and reward model training. Use when need RLHF, align model with preferences, or train from human feedback. Works with HuggingFace Transformers.

OpenClawData & Analytics
Dicklesworthstone1,960
Agent skill

TRL Training on Hugging Face Jobs

This skill should be used when users want to train or fine-tune language models using TRL (Transformer Reinforcement Learning) on Hugging Face Jobs infrastructure. Covers SFT, DPO, GRPO and reward modeling training methods, plus GGUF conversion for local deployment. Includes guidance on the TRL J...

OpenClawData & Analytics
pinkpixel-dev9
Apache-2.0View resource
Agent skill

PEFT Fine-Tuning

Enables efficient fine-tuning of large language models using PEFT methods like LoRA and QLoRA on consumer GPUs.

ClaudeCursorGeminiDevelopment & Engineering
terminal-skills192
Apache-2.0View resource
Agent skill · Reference

unsloth-dpo

Agent skill for ML / AI Engineer, Data Scientist, Backend Developer, published by cuba6112. Project details and file access are provided by the publisher.

OpenClawDevelopment & Engineering
cuba6112
Not specifiedView resource
Agent skill · Reference

rloo

Agent skill for ML / AI Engineer, Data Scientist, Backend Developer, published by atrawog. Project details and file access are provided by the publisher.

OpenClawDevelopment & Engineering
atrawog
Not specifiedView resource
Agent skill · Reference

hugging-face-model-trainer

Agent skill for ML / AI Engineer, Data Scientist, Product Manager, published by majiayu000. Project details and file access are provided by the publisher.

OpenClawDevelopment & Engineering
majiayu000710
Not specifiedView resource
Agent skill · Reference

sft

Agent skill for ML / AI Engineer, Data Scientist, Product Manager, published by atrawog. Project details and file access are provided by the publisher.

OpenClawDevelopment & Engineering
atrawog
Not specifiedView resource
Agent skill · Reference

unsloth-grpo

Agent skill for ML / AI Engineer, Data Scientist, Researcher, published by cuba6112. Project details and file access are provided by the publisher.

OpenClawDevelopment & Engineering
cuba6112
Not specifiedView resource

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