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alphazero-othello
sr5434/alphazero-othello
alphazero-othello is a machine learning model from sr5434. Use it for the machine learning task on the model card, and read the license before you ship it in a product. The card lists the license as mit.
AlphaZero trained to play Othello using Jax and PGX. I used a TPU v4-8 provided by the TensorFlow Research Cloud to build this. Currently, we only have a checkpoint for steps 13270 and 15154, but we will have better m…
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Updated Mar 29, 2024
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At a glance
- License
- mit
- Access
- Public
- Created
- Mar 23, 2024
- Updated
- Mar 29, 2024
- SHA
- 9ab4297f
Model card
From the Hugging Face model README
AlphaZero trained to play Othello using Jax and PGX. I used a TPU v4-8 provided by the TensorFlow Research Cloud to build this. Currently, we only have a checkpoint for steps 13270 and 15154, but we will have better models soon. Model evaluations:
| Step | Win % vs PGX baseline | Draw % vs baseline | Lose % vs baseline |
|---|---|---|---|
| 13270 | ~46.8% | 6.25% | ~46.8% |
| 15154 | 62.5% | 0% | 37.5% |
| 17039 | 81.25% | 3.125% | 15.625% |
| 22190 | 87.5% | 0% | 12.5% |
- License
- mit
- Created
- Mar 23, 2024
- Updated
- Mar 29, 2024