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Chess Reasoner LoRA

LoRA adapter for chess move prediction with structured reasoning output.

Merged model: nuriyev/chess-reasoner

Usage

from peft import PeftModel
from transformers import AutoModelForCausalLM, AutoTokenizer

base = AutoModelForCausalLM.from_pretrained("Qwen/Qwen3-4B-Instruct-2507")
model = PeftModel.from_pretrained(base, "nuriyev/chess-reasoner-lora")
tokenizer = AutoTokenizer.from_pretrained("nuriyev/chess-reasoner-lora")

LoRA Config

Parameter	Value
Rank	32
Alpha	64
Target Modules	q, k, v, o, gate, up, down proj

Trained with Unsloth. Next step: GRPO with Stockfish rewards.

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Dataset used to train nuriyev/chess-reasoner-lora

Collection including nuriyev/chess-reasoner-lora

Chess Grand Master

Collection

LLM that beats humans at chess 😎 (not yet) • 6 items • Updated Dec 30, 2025