Instructions to use victorqueiroz/chessmate-net with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- TF-Keras
How to use victorqueiroz/chessmate-net with TF-Keras:
# Note: 'keras<3.x' or 'tf_keras' must be installed (legacy) # See https://github.com/keras-team/tf-keras for more details. from huggingface_hub import from_pretrained_keras model = from_pretrained_keras("victorqueiroz/chessmate-net") - Notebooks
- Google Colab
- Kaggle
teacher/g1: promoted champion (gen1), gate INCONCLUSIVE +39.5 vs gen0 (manual promote)
Browse files- teacher/g1/gate_sprt.json +48 -0
- teacher/g1/generation_manifest.json +460 -0
- teacher/g1/keras_model.keras +3 -0
teacher/g1/gate_sprt.json
ADDED
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@@ -0,0 +1,48 @@
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| 1 |
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{
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| 2 |
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"verdict": "INCONCLUSIVE",
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"llr": 2.696,
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| 4 |
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"llr_bounds": [
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| 5 |
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-2.944,
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| 6 |
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2.944
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| 7 |
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],
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| 8 |
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"elo0": 0.0,
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| 9 |
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"elo1": 20.0,
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| 10 |
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"alpha": 0.05,
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| 11 |
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"beta": 0.05,
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| 12 |
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"max_pairs": 150,
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| 13 |
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"wins": 92,
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| 14 |
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"draws": 150,
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| 15 |
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"losses": 58,
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| 16 |
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"adjudication": {
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| 17 |
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"resign_value": 0.85,
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| 18 |
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"resign_plies": 4,
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| 19 |
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"draw_value": 0.08,
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| 20 |
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"draw_plies": 10,
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| 21 |
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"draw_min_ply": 60,
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"endings": {
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"natural": 207,
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"resign": 68,
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"draw_adj": 25,
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"cap": 0
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}
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},
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"pairs": 150,
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"score_rate": 0.5567,
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"score_rate_se": 0.0209,
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"score_rate_ci95": [
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0.5157,
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0.5976
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],
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"elo_delta": 39.5,
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"elo_ci95": [
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10.9,
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68.7
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],
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"pentanomial": {
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"0": 8,
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"0.5": 25,
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"1": 58,
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"1.5": 43,
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"2": 16
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}
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}
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teacher/g1/generation_manifest.json
ADDED
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@@ -0,0 +1,460 @@
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|
| 1 |
+
{
|
| 2 |
+
"gen_id": "teacher2-g0",
|
| 3 |
+
"contract": "VQ-467 pi/z (selfplay_data.py)",
|
| 4 |
+
"profile": {
|
| 5 |
+
"gen_id": "teacher2-g0",
|
| 6 |
+
"n_games": 4000,
|
| 7 |
+
"pool": 256,
|
| 8 |
+
"sims": 160,
|
| 9 |
+
"c_puct": 1.5,
|
| 10 |
+
"dirichlet_alpha": 0.3,
|
| 11 |
+
"dirichlet_eps": 0.25,
|
| 12 |
+
"temp_plies": 20,
|
| 13 |
+
"resign_value": 0.9,
|
| 14 |
+
"resign_plies": 4,
|
| 15 |
+
"noresign_frac": 0.1,
|
| 16 |
+
"max_plies": 512,
|
| 17 |
+
"seed": 42,
|
| 18 |
+
"shard_size": 50000,
|
| 19 |
+
"gen_workers": 8,
|
| 20 |
+
"pool_per_worker": 64,
|
| 21 |
+
"train_epochs": 2,
|
| 22 |
+
"train_lr": 0.0001,
|
| 23 |
+
"train_batch": 512,
|
| 24 |
+
"val_split": 0.1,
|
| 25 |
+
"sprt_elo0": 0.0,
|
| 26 |
+
"sprt_elo1": 20.0,
|
| 27 |
+
"sprt_max_games": 300,
|
| 28 |
+
"eval_sims": 160,
|
| 29 |
+
"mcts_batch": 16,
|
| 30 |
+
"max_moves": 200,
|
| 31 |
+
"adjudicate": true,
|
| 32 |
+
"gate_seed": 7,
|
| 33 |
+
"screen_games": 40,
|
| 34 |
+
"screen_sims": 64
|
| 35 |
+
},
|
| 36 |
+
"stats": {
|
| 37 |
+
"games": 4000,
|
| 38 |
+
"positions": 418781,
|
| 39 |
+
"white_wins": 1663,
|
| 40 |
+
"black_wins": 1416,
|
| 41 |
+
"draws": 921,
|
| 42 |
+
"resignations": 1316,
|
| 43 |
+
"capped": 0,
|
| 44 |
+
"wall_s": 19662.1,
|
| 45 |
+
"games_per_hr": 732.4,
|
| 46 |
+
"nn_forward_calls": 1226790,
|
| 47 |
+
"workers": 8,
|
| 48 |
+
"utilization": {
|
| 49 |
+
"gpu_util_mean_pct": 17.8,
|
| 50 |
+
"gpu_power_mean_w": 115.1,
|
| 51 |
+
"cpu_cores_busy_mean": 4.2,
|
| 52 |
+
"cpu_cores": 24,
|
| 53 |
+
"utilization_samples": 66
|
| 54 |
+
}
|
| 55 |
+
},
|
| 56 |
+
"dph_usd": 0.40138888888888885,
|
| 57 |
+
"shards": [
|
| 58 |
+
{
|
| 59 |
+
"name": "selfplay-teacher2-g0-w0-s42-00000.parquet",
|
| 60 |
+
"bytes": 200439,
|
| 61 |
+
"sha256": "3493733aedc2996b35cf95d32d5f536e1f23ac426dcc514caf21940120a74ae3"
|
| 62 |
+
},
|
| 63 |
+
{
|
| 64 |
+
"name": "selfplay-teacher2-g0-w0-s42-00001.parquet",
|
| 65 |
+
"bytes": 261781,
|
| 66 |
+
"sha256": "40fcb79f1df4205803499e866e46193d3311beade92a8da5a9eed3199366dc4d"
|
| 67 |
+
},
|
| 68 |
+
{
|
| 69 |
+
"name": "selfplay-teacher2-g0-w0-s42-00002.parquet",
|
| 70 |
+
"bytes": 271324,
|
| 71 |
+
"sha256": "f390b94f76d117dc9b3c30875ba0712df9dd567da8398516c36c490b83cf2c7c"
|
| 72 |
+
},
|
| 73 |
+
{
|
| 74 |
+
"name": "selfplay-teacher2-g0-w0-s42-00003.parquet",
|
| 75 |
+
"bytes": 267264,
|
| 76 |
+
"sha256": "5cc8c74d8aad89cefe4798d20aad0d2c228c2bb6be3de83d4c7a39c3ea08e916"
|
| 77 |
+
},
|
| 78 |
+
{
|
| 79 |
+
"name": "selfplay-teacher2-g0-w0-s42-00004.parquet",
|
| 80 |
+
"bytes": 266863,
|
| 81 |
+
"sha256": "763150e956a3e2f3de084bde5865835979f187a11592e001f9c134e91b6d8347"
|
| 82 |
+
},
|
| 83 |
+
{
|
| 84 |
+
"name": "selfplay-teacher2-g0-w0-s42-00005.parquet",
|
| 85 |
+
"bytes": 247558,
|
| 86 |
+
"sha256": "d47a45bab26b66902de57ed1ce17d50667178b2e383467c7786ddccc2af9f023"
|
| 87 |
+
},
|
| 88 |
+
{
|
| 89 |
+
"name": "selfplay-teacher2-g0-w0-s42-00006.parquet",
|
| 90 |
+
"bytes": 234811,
|
| 91 |
+
"sha256": "4864ef71c1f7e891f09892a64c1b15a21ae6c7b6bf2f4f8b8f4f7e4de4719e30"
|
| 92 |
+
},
|
| 93 |
+
{
|
| 94 |
+
"name": "selfplay-teacher2-g0-w0-s42-00007.parquet",
|
| 95 |
+
"bytes": 275374,
|
| 96 |
+
"sha256": "09a80f210145a5e382fc1446cc5824a889a5402940dd1dd09807649a101039f6"
|
| 97 |
+
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|
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|
teacher/g1/keras_model.keras
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
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oid sha256:f639b10bc34404a01d865456de538fa90b9116137987c56160a7d3cce216fe77
|
| 3 |
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size 295790767
|