basic_grpo_training

A minimal, production-ready template for GRPO training with TRL. Adapt this for your specific task by modifying: 1. Dataset loading (get_dataset function) 2. Reward functions (reward__func) 3. System prompt (SYSTEM_PROMPT) 4.…

Skills
AI research
0

What it does and how to use it

A skill that teaches Claude Code to do ai research tasks well. It is packaged knowledge the model uses whenever it is relevant.

Install the skill (command above).
In Claude Code, describe what you need - the skill turns on by itself when the context fits.
No commands to memorize: you talk in plain language and the skill does the rest.

Install (Claude Code)

mkdir -p .claude/skills/basic-grpo-training && curl -fsSL https://doutorai.pt/data/lib/skills__basic-grpo-training.md -o .claude/skills/basic-grpo-training/SKILL.md

Paste this command into the terminal, in your project folder, and the component installs automatically.

Content

"""
Basic GRPO Training Template
=============================

A minimal, production-ready template for GRPO training with TRL.
Adapt this for your specific task by modifying:
1. Dataset loading (get_dataset function)
2. Reward functions (reward_*_func)
3. System prompt (SYSTEM_PROMPT)
4. Hyperparameters (GRPOConfig)
"""

import torch
import re
from datasets import load_dataset, Dataset
from transformers import AutoModelForCausalLM, AutoTokenizer
from peft import LoraConfig
from trl import GRPOTrainer, GRPOConfig

# ==================== CONFIGURATION ====================

MODEL_NAME = "Qwen/Q

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