Text Generation
Safetensors
English
gpt_oss
reinforcement-learning
grpo
2048-game
unsloth
lora
conversational
mxfp4
Instructions to use MakiAi/gpt-oss-2048-rl-s10-r32-b1-lora with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Local Apps Settings
- Unsloth Studio
How to use MakiAi/gpt-oss-2048-rl-s10-r32-b1-lora with Unsloth Studio:
Install Unsloth Studio (macOS, Linux, WSL)
curl -fsSL https://unsloth.ai/install.sh | sh # Run unsloth studio unsloth studio -H 0.0.0.0 -p 8888 # Then open http://localhost:8888 in your browser # Search for MakiAi/gpt-oss-2048-rl-s10-r32-b1-lora to start chatting
Install Unsloth Studio (Windows)
irm https://unsloth.ai/install.ps1 | iex # Run unsloth studio unsloth studio -H 0.0.0.0 -p 8888 # Then open http://localhost:8888 in your browser # Search for MakiAi/gpt-oss-2048-rl-s10-r32-b1-lora to start chatting
Using HuggingFace Spaces for Unsloth
# No setup required # Open https://huggingface.co/spaces/unsloth/studio in your browser # Search for MakiAi/gpt-oss-2048-rl-s10-r32-b1-lora to start chatting
Load model with FastModel
pip install unsloth from unsloth import FastModel model, tokenizer = FastModel.from_pretrained( model_name="MakiAi/gpt-oss-2048-rl-s10-r32-b1-lora", max_seq_length=2048, )
GPT-OSS 2048 Reinforcement Learning Model
このモデルは、OpenAIのgpt-oss-20bを2048ゲームの戦略生成タスクで強化学習(GRPO)によりファインチューニングしたものです。
📋 学習パラメータ
| パラメータ | 値 |
|---|---|
| ベースモデル | unsloth/gpt-oss-20b |
| max_seq_length | 2048 |
| lora_rank | 32 |
| lora_alpha | 64 |
| batch_size | 1 |
| gradient_accumulation | 1 |
| 実効バッチサイズ | 1 |
| num_generations | 2 |
| max_steps | 2 |
| learning_rate | 5e-05 |
| warmup_ratio | 0.1 |
| 量子化 | 4bit |
🎯 タスク
2048ゲームのボード状態を入力として、最適な次の一手(W/A/S/D)を出力するPython関数を生成します。
💾 保存形式
- 形式: lora
- 生成日時: 2025-12-26 07:13:06
🚀 使用方法
from unsloth import FastLanguageModel
model, tokenizer = FastLanguageModel.from_pretrained(
model_name="MakiAi/gpt-oss-2048-rl-s2-r32-b1-lora",
max_seq_length=2048,
load_in_4bit=True,
)
📎 関連リンク
⚠️ ライセンス
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