willccbb

# /// script
# requires-python = ">=3.12"
# dependencies = [
#     "click",
#     "mistralai",
#     "markdown",
#     "requests",
#     "beautifulsoup4",
# ]
# ///

willccbb

Approaches to Solving the ARC-AGI Challenge: A Comprehensive Analysis

Table of Contents

1. Introduction
2. Understanding the ARC-AGI Challenge
3. Historical Progress on ARC-AGI
4. Current Approaches
   • Program Synthesis Approaches
   • Large Language Model Approaches

• Hybrid Approaches

willccbb

# train_grpo.py
#
# See https://github.com/willccbb/verifiers for ongoing developments
#
import re
import torch
from datasets import load_dataset, Dataset
from transformers import AutoTokenizer, AutoModelForCausalLM
from peft import LoraConfig
from trl import GRPOConfig, GRPOTrainer