·model_finetuning

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.

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Installation

$npx skills add https://github.com/vuralserhat86/antigravity-agentic-skills --skill model_finetuning

SKILL.md

TRL provides post-training methods for aligning language models with human preferences.

Workflow 1: Full RLHF pipeline (SFT → Reward Model → PPO)

SFT training guide: See references/sft-training.md for dataset formats, chat templates, packing strategies, and multi-GPU training.

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. Source: vuralserhat86/antigravity-agentic-skills.

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Install command
npx skills add https://github.com/vuralserhat86/antigravity-agentic-skills --skill model_finetuning
Category
</>Dev Tools
Verified
First Seen
2026-02-01
Updated
2026-02-18

Quick answers

What is model_finetuning?

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. Source: vuralserhat86/antigravity-agentic-skills.

How do I install model_finetuning?

Open your terminal or command line tool (Terminal, iTerm, Windows Terminal, etc.) Copy and run this command: npx skills add https://github.com/vuralserhat86/antigravity-agentic-skills --skill model_finetuning Once installed, the skill will be automatically configured in your AI coding environment and ready to use in Claude Code or Cursor

Where is the source repository?

https://github.com/vuralserhat86/antigravity-agentic-skills