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anakin87/LFM2-2.6B-ttt-rl-merged
LFM2-2.6B-ttt-rl-merged is a text generation model from anakin87. Use it when you need the model to write or continue text. It is set up for transformers. The card lists the license as other.
Merged standalone model after the first round of CISPO training for Tic Tac Toe.
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From the Hugging Face model README
Merged standalone model after the first round of CISPO training for Tic Tac Toe.
This is the result of merging anakin87/LFM2-2.6B-ttt-rl (LoRA adapter) into anakin87/LFM2-2.6B-ttt-sft (SFT base). It serves as the base for the second round of RL training.
This is an intermediate checkpoint from 🎓 LLM RL Environments Lil Course, a hands-on course on building RL environments for Language Models, where models learn from rewards, not examples. It walks through the full process of turning a small open model into a specialist that outperforms a large proprietary one on a specific task (Tic Tac Toe). The final model is anakin87/LFM2-2.6B-mr-tictactoe.
🤗🕹️ Play against the final model
100 games per setting.
| Model vs random opponent | % Wins | % Draws | % Losses | % Follows format | % Games w invalid moves |
|---|---|---|---|---|---|
| LiquidAI/LFM2-2.6B | 40 | 11 | 49 | 27.8 | 40 |
| anakin87/LFM2-2.6B-ttt-sft | 74 | 13 | 13 | 99.8 | 11 |
| anakin87/LFM2-2.6B-ttt-rl-merged | 86 | 12 | 2 | 100 | 1 |
| Model vs optimal opponent | % Wins | % Draws | % Losses | % Follows format | % Games w invalid moves |
| LiquidAI/LFM2-2.6B | 0 | 11 | 89 | 24.7 | 43 |
| anakin87/LFM2-2.6B-ttt-sft | 0 | 52 | 48 | 99 | 14 |
| anakin87/LFM2-2.6B-ttt-rl-merged | 0 | 85 | 15 | 100 | 1 |
Competent player, but still falls into fork traps against the optimal opponent.