this repo has no description
Increase batch size to 2, halve grad_accum; update seed to 29979
batch=2, grad_accum=4 keeps effective batch 8 but improves GPU utilization.
~5.2 GB VRAM headroom at batch=1 should accommodate the extra activations.
Seed 42 -> 29979 for train/val sampling.
Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
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src/train_deepseek.py
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src/train_deepseek.py
···
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model.print_trainable_parameters()
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import random as _random
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_rng = _random.Random(42)
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_rng = _random.Random(29979)
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# Train: load each split individually, apply caps, then combine.
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# Caps prevent synthetic-heavy splits from dominating.
···
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_rng.shuffle(train_records)
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# Val: all typeset_val + all typeset_mixed_val + 250 from mathwriting_val.
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_rng = _random.Random(42)
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_rng = _random.Random(29979)
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mw_val = load_records(["mathwriting_val"], dedupe=False)
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typeset_val = load_records(["typeset_val"], dedupe=False)
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mixed_val = load_records(["typeset_mixed_val"], dedupe=False)
···
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out_dir = args.output_dir
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training_args = TrainingArguments(
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output_dir=out_dir,
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per_device_train_batch_size=1,
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per_device_eval_batch_size=1,
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gradient_accumulation_steps=8, # effective batch size 8
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per_device_train_batch_size=2,
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per_device_eval_batch_size=2,
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gradient_accumulation_steps=4, # effective batch size 8
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num_train_epochs=args.epochs,
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learning_rate=args.lr,
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warmup_steps=200,
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uv.lock
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uv.lock
···
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version = 1
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revision = 3
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requires-python = ">=3.11"
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]
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[[package]]
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423
371
424
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953
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958
820
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959
821
{ name = "filelock" },
960
822
{ name = "fsspec" },
961
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{ name = "hf-xet", marker = "platform_machine == 'AMD64' or platform_machine == 'aarch64' or platform_machine == 'amd64' or platform_machine == 'arm64' or platform_machine == 'x86_64'" },
962
-
{ name = "httpx" },
823
+
{ name = "hf-xet", marker = "platform_machine == 'aarch64' or platform_machine == 'amd64' or platform_machine == 'arm64' or platform_machine == 'x86_64'" },
963
824
{ name = "packaging" },
964
825
{ name = "pyyaml" },
826
+
{ name = "requests" },
965
827
{ name = "tqdm" },
966
-
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967
828
{ name = "typing-extensions" },
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829
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969
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830
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970
831
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832
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833
+
]
834
+
835
+
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836
+
hf-xet = [
837
+
{ name = "hf-xet" },
972
838
]
973
839
974
840
[[package]]
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1010
876
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1011
877
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1012
878
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1014
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1015
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1016
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1017
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1018
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1019
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1020
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1021
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1022
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1023
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1024
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1025
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1026
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1027
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1028
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1029
880
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1030
881
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1103
954
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1104
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1105
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1106
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1107
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1108
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1109
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1110
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1111
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1112
958
1113
959
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1128
974
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1129
975
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1130
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1132
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1137
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1139
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1140
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1141
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1142
977
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1143
978
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1144
979
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···
1213
1048
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1214
1049
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1215
1050
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1217
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1218
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1219
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1220
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1221
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1222
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1223
1051
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1224
1052
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1225
1053
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···
1255
1083
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1256
1084
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1257
1085
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1258
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1259
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1260
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1261
1086
]
1262
1087
1263
1088
[[package]]
···
1284
1109
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1110
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1286
1111
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1288
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1289
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1290
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1291
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1292
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1293
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1294
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1295
1112
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1296
1113
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1297
1114
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1332
1149
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1333
1150
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1334
1151
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1336
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1339
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1342
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1343
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1344
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1345
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1346
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1347
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1355
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1460
1259
]
1461
1260
1462
1261
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1463
-
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1464
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1465
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1470
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1472
1262
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1473
1263
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1474
1264
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···
1483
1273
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1274
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1278
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1547
1326
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1557
1329
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1558
1330
1559
1331
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1723
1487
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···
1786
1550
source = { registry = "https://pypi.org/simple" }
1787
1551
sdist = { url = "https://files.pythonhosted.org/packages/8c/21/c2bcdd5906101a30244eaffc1b6e6ce71a31bd0742a01eb89e660ebfac2d/pillow-12.2.0.tar.gz", hash = "sha256:a830b1a40919539d07806aa58e1b114df53ddd43213d9c8b75847eee6c0182b5", size = 46987819, upload-time = "2026-04-01T14:46:17.687Z" }
1788
1552
wheels = [
1789
-
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1790
-
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1791
-
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1792
-
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1793
-
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1794
-
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1795
-
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1796
-
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1797
-
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1798
-
{ url = "https://files.pythonhosted.org/packages/69/42/836b6f3cd7f3e5fa10a1f1a5420447c17966044c8fbf589cc0452d5502db/pillow-12.2.0-cp311-cp311-win_amd64.whl", hash = "sha256:6e6b2a0c538fc200b38ff9eb6628228b77908c319a005815f2dde585a0664b60", size = 7082626, upload-time = "2026-04-01T14:43:08.557Z" },
1799
-
{ url = "https://files.pythonhosted.org/packages/c2/88/549194b5d6f1f494b485e493edc6693c0a16f4ada488e5bd974ed1f42fad/pillow-12.2.0-cp311-cp311-win_arm64.whl", hash = "sha256:9a8a34cc89c67a65ea7437ce257cea81a9dad65b29805f3ecee8c8fe8ff25ffe", size = 2463531, upload-time = "2026-04-01T14:43:10.743Z" },
1800
1553
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1801
1554
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1802
1555
{ url = "https://files.pythonhosted.org/packages/de/af/4e8e6869cbed569d43c416fad3dc4ecb944cb5d9492defaed89ddd6fe871/pillow-12.2.0-cp312-cp312-manylinux2014_aarch64.manylinux_2_17_aarch64.whl", hash = "sha256:03e7e372d5240cc23e9f07deca4d775c0817bffc641b01e9c3af208dbd300987", size = 6284462, upload-time = "2026-04-01T14:43:18.268Z" },
···
1858
1611
{ url = "https://files.pythonhosted.org/packages/c9/e4/4b64a97d71b2a83158134abbb2f5bd3f8a2ea691361282f010998f339ec7/pillow-12.2.0-cp314-cp314t-win32.whl", hash = "sha256:6bb77b2dcb06b20f9f4b4a8454caa581cd4dd0643a08bacf821216a16d9c8354", size = 6482084, upload-time = "2026-04-01T14:45:47.568Z" },
1859
1612
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1860
1613
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1861
-
{ url = "https://files.pythonhosted.org/packages/4e/b7/2437044fb910f499610356d1352e3423753c98e34f915252aafecc64889f/pillow-12.2.0-pp311-pypy311_pp73-macosx_10_15_x86_64.whl", hash = "sha256:0538bd5e05efec03ae613fd89c4ce0368ecd2ba239cc25b9f9be7ed426b0af1f", size = 5273969, upload-time = "2026-04-01T14:45:55.538Z" },
1862
-
{ url = "https://files.pythonhosted.org/packages/f6/f4/8316e31de11b780f4ac08ef3654a75555e624a98db1056ecb2122d008d5a/pillow-12.2.0-pp311-pypy311_pp73-macosx_11_0_arm64.whl", hash = "sha256:394167b21da716608eac917c60aa9b969421b5dcbbe02ae7f013e7b85811c69d", size = 4659674, upload-time = "2026-04-01T14:45:58.093Z" },
1863
-
{ url = "https://files.pythonhosted.org/packages/d4/37/664fca7201f8bb2aa1d20e2c3d5564a62e6ae5111741966c8319ca802361/pillow-12.2.0-pp311-pypy311_pp73-manylinux2014_aarch64.manylinux_2_17_aarch64.whl", hash = "sha256:5d04bfa02cc2d23b497d1e90a0f927070043f6cbf303e738300532379a4b4e0f", size = 5288479, upload-time = "2026-04-01T14:46:01.141Z" },
1864
-
{ url = "https://files.pythonhosted.org/packages/49/62/5b0ed78fce87346be7a5cfcfaaad91f6a1f98c26f86bdbafa2066c647ef6/pillow-12.2.0-pp311-pypy311_pp73-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:0c838a5125cee37e68edec915651521191cef1e6aa336b855f495766e77a366e", size = 7032230, upload-time = "2026-04-01T14:46:03.874Z" },
1865
-
{ url = "https://files.pythonhosted.org/packages/c3/28/ec0fc38107fc32536908034e990c47914c57cd7c5a3ece4d8d8f7ffd7e27/pillow-12.2.0-pp311-pypy311_pp73-manylinux_2_27_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:4a6c9fa44005fa37a91ebfc95d081e8079757d2e904b27103f4f5fa6f0bf78c0", size = 5355404, upload-time = "2026-04-01T14:46:06.33Z" },
1866
-
{ url = "https://files.pythonhosted.org/packages/5e/8b/51b0eddcfa2180d60e41f06bd6d0a62202b20b59c68f5a132e615b75aecf/pillow-12.2.0-pp311-pypy311_pp73-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:25373b66e0dd5905ed63fa3cae13c82fbddf3079f2c8bf15c6fb6a35586324c1", size = 6002215, upload-time = "2026-04-01T14:46:08.83Z" },
1867
-
{ url = "https://files.pythonhosted.org/packages/bc/60/5382c03e1970de634027cee8e1b7d39776b778b81812aaf45b694dfe9e28/pillow-12.2.0-pp311-pypy311_pp73-win_amd64.whl", hash = "sha256:bfa9c230d2fe991bed5318a5f119bd6780cda2915cca595393649fc118ab895e", size = 7080946, upload-time = "2026-04-01T14:46:11.734Z" },
1868
1614
]
1869
1615
1870
1616
[[package]]
···
1873
1619
source = { registry = "https://pypi.org/simple" }
1874
1620
sdist = { url = "https://files.pythonhosted.org/packages/9e/da/e9fc233cf63743258bff22b3dfa7ea5baef7b5bc324af47a0ad89b8ffc6f/propcache-0.4.1.tar.gz", hash = "sha256:f48107a8c637e80362555f37ecf49abe20370e557cc4ab374f04ec4423c97c3d", size = 46442, upload-time = "2025-10-08T19:49:02.291Z" }
1875
1621
wheels = [
1876
-
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1877
-
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1878
-
{ url = "https://files.pythonhosted.org/packages/d3/1d/11605e99ac8ea9435651ee71ab4cb4bf03f0949586246476a25aadfec54a/propcache-0.4.1-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:6918ecbd897443087a3b7cd978d56546a812517dcaaca51b49526720571fa93e", size = 47647, upload-time = "2025-10-08T19:46:27.304Z" },
1879
-
{ url = "https://files.pythonhosted.org/packages/58/1a/3c62c127a8466c9c843bccb503d40a273e5cc69838805f322e2826509e0d/propcache-0.4.1-cp311-cp311-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:3d902a36df4e5989763425a8ab9e98cd8ad5c52c823b34ee7ef307fd50582566", size = 214929, upload-time = "2025-10-08T19:46:28.62Z" },
1880
-
{ url = "https://files.pythonhosted.org/packages/56/b9/8fa98f850960b367c4b8fe0592e7fc341daa7a9462e925228f10a60cf74f/propcache-0.4.1-cp311-cp311-manylinux2014_ppc64le.manylinux_2_17_ppc64le.manylinux_2_28_ppc64le.whl", hash = "sha256:a9695397f85973bb40427dedddf70d8dc4a44b22f1650dd4af9eedf443d45165", size = 221778, upload-time = "2025-10-08T19:46:30.358Z" },
1881
-
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1882
-
{ url = "https://files.pythonhosted.org/packages/52/6a/57f43e054fb3d3a56ac9fc532bc684fc6169a26c75c353e65425b3e56eef/propcache-0.4.1-cp311-cp311-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:fd6f30fdcf9ae2a70abd34da54f18da086160e4d7d9251f81f3da0ff84fc5a48", size = 210030, upload-time = "2025-10-08T19:46:33.969Z" },
1883
-
{ url = "https://files.pythonhosted.org/packages/40/e2/27e6feebb5f6b8408fa29f5efbb765cd54c153ac77314d27e457a3e993b7/propcache-0.4.1-cp311-cp311-musllinux_1_2_aarch64.whl", hash = "sha256:fc38cba02d1acba4e2869eef1a57a43dfbd3d49a59bf90dda7444ec2be6a5570", size = 208252, upload-time = "2025-10-08T19:46:35.309Z" },
1884
-
{ url = "https://files.pythonhosted.org/packages/9e/f8/91c27b22ccda1dbc7967f921c42825564fa5336a01ecd72eb78a9f4f53c2/propcache-0.4.1-cp311-cp311-musllinux_1_2_armv7l.whl", hash = "sha256:67fad6162281e80e882fb3ec355398cf72864a54069d060321f6cd0ade95fe85", size = 202064, upload-time = "2025-10-08T19:46:36.993Z" },
1885
-
{ url = "https://files.pythonhosted.org/packages/f2/26/7f00bd6bd1adba5aafe5f4a66390f243acab58eab24ff1a08bebb2ef9d40/propcache-0.4.1-cp311-cp311-musllinux_1_2_ppc64le.whl", hash = "sha256:f10207adf04d08bec185bae14d9606a1444715bc99180f9331c9c02093e1959e", size = 212429, upload-time = "2025-10-08T19:46:38.398Z" },
1886
-
{ url = "https://files.pythonhosted.org/packages/84/89/fd108ba7815c1117ddca79c228f3f8a15fc82a73bca8b142eb5de13b2785/propcache-0.4.1-cp311-cp311-musllinux_1_2_s390x.whl", hash = "sha256:e9b0d8d0845bbc4cfcdcbcdbf5086886bc8157aa963c31c777ceff7846c77757", size = 216727, upload-time = "2025-10-08T19:46:39.732Z" },
1887
-
{ url = "https://files.pythonhosted.org/packages/79/37/3ec3f7e3173e73f1d600495d8b545b53802cbf35506e5732dd8578db3724/propcache-0.4.1-cp311-cp311-musllinux_1_2_x86_64.whl", hash = "sha256:981333cb2f4c1896a12f4ab92a9cc8f09ea664e9b7dbdc4eff74627af3a11c0f", size = 205097, upload-time = "2025-10-08T19:46:41.025Z" },
1888
-
{ url = "https://files.pythonhosted.org/packages/61/b0/b2631c19793f869d35f47d5a3a56fb19e9160d3c119f15ac7344fc3ccae7/propcache-0.4.1-cp311-cp311-win32.whl", hash = "sha256:f1d2f90aeec838a52f1c1a32fe9a619fefd5e411721a9117fbf82aea638fe8a1", size = 38084, upload-time = "2025-10-08T19:46:42.693Z" },
1889
-
{ url = "https://files.pythonhosted.org/packages/f4/78/6cce448e2098e9f3bfc91bb877f06aa24b6ccace872e39c53b2f707c4648/propcache-0.4.1-cp311-cp311-win_amd64.whl", hash = "sha256:364426a62660f3f699949ac8c621aad6977be7126c5807ce48c0aeb8e7333ea6", size = 41637, upload-time = "2025-10-08T19:46:43.778Z" },
1890
-
{ url = "https://files.pythonhosted.org/packages/9c/e9/754f180cccd7f51a39913782c74717c581b9cc8177ad0e949f4d51812383/propcache-0.4.1-cp311-cp311-win_arm64.whl", hash = "sha256:e53f3a38d3510c11953f3e6a33f205c6d1b001129f972805ca9b42fc308bc239", size = 38064, upload-time = "2025-10-08T19:46:44.872Z" },
1891
1622
{ url = "https://files.pythonhosted.org/packages/a2/0f/f17b1b2b221d5ca28b4b876e8bb046ac40466513960646bda8e1853cdfa2/propcache-0.4.1-cp312-cp312-macosx_10_13_universal2.whl", hash = "sha256:e153e9cd40cc8945138822807139367f256f89c6810c2634a4f6902b52d3b4e2", size = 80061, upload-time = "2025-10-08T19:46:46.075Z" },
1892
1623
{ url = "https://files.pythonhosted.org/packages/76/47/8ccf75935f51448ba9a16a71b783eb7ef6b9ee60f5d14c7f8a8a79fbeed7/propcache-0.4.1-cp312-cp312-macosx_10_13_x86_64.whl", hash = "sha256:cd547953428f7abb73c5ad82cbb32109566204260d98e41e5dfdc682eb7f8403", size = 46037, upload-time = "2025-10-08T19:46:47.23Z" },
1893
1624
{ url = "https://files.pythonhosted.org/packages/0a/b6/5c9a0e42df4d00bfb4a3cbbe5cf9f54260300c88a0e9af1f47ca5ce17ac0/propcache-0.4.1-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:f048da1b4f243fc44f205dfd320933a951b8d89e0afd4c7cacc762a8b9165207", size = 47324, upload-time = "2025-10-08T19:46:48.384Z" },
···
2009
1740
source = { registry = "https://pypi.org/simple" }
2010
1741
sdist = { url = "https://files.pythonhosted.org/packages/88/22/134986a4cc224d593c1afde5494d18ff629393d74cc2eddb176669f234a4/pyarrow-23.0.1.tar.gz", hash = "sha256:b8c5873e33440b2bc2f4a79d2b47017a89c5a24116c055625e6f2ee50523f019", size = 1167336, upload-time = "2026-02-16T10:14:12.39Z" }
2011
1742
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2090
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2091
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2092
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2096
1806
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1920
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1921
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2233
1922
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1963
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2275
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2101
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2103
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2488
2153
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2489
2154
2490
2155
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2602
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2603
2252
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2604
2253
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2605
2254
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···
2623
2272
]
2624
2273
2625
2274
[[package]]
2626
-
name = "torchao"
2627
-
version = "0.17.0"
2628
-
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2629
-
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2630
-
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2631
-
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2632
-
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2633
-
2634
-
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2635
2275
name = "torchvision"
2636
2276
version = "0.25.0"
2637
2277
source = { registry = "https://pypi.org/simple" }
···
2641
2281
{ name = "torch" },
2642
2282
]
2643
2283
wheels = [
2644
-
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2645
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2646
-
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2647
-
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2648
2284
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2649
2285
{ url = "https://files.pythonhosted.org/packages/51/f8/c0e1ef27c66e15406fece94930e7d6feee4cb6374bbc02d945a630d6426e/torchvision-0.25.0-cp312-cp312-manylinux_2_28_aarch64.whl", hash = "sha256:b75deafa2dfea3e2c2a525559b04783515e3463f6e830cb71de0fb7ea36fe233", size = 2344556, upload-time = "2026-01-21T16:27:40.125Z" },
2650
2286
{ url = "https://files.pythonhosted.org/packages/68/2f/f24b039169db474e8688f649377de082a965fbf85daf4e46c44412f1d15a/torchvision-0.25.0-cp312-cp312-manylinux_2_28_x86_64.whl", hash = "sha256:f25aa9e380865b11ea6e9d99d84df86b9cc959f1a007cd966fc6f1ab2ed0e248", size = 8072351, upload-time = "2026-01-21T16:27:21.074Z" },
···
2681
2317
2682
2318
[[package]]
2683
2319
name = "transformers"
2684
-
version = "5.5.0"
2320
+
version = "4.47.1"
2685
2321
source = { registry = "https://pypi.org/simple" }
2686
2322
dependencies = [
2323
+
{ name = "filelock" },
2687
2324
{ name = "huggingface-hub" },
2688
2325
{ name = "numpy" },
2689
2326
{ name = "packaging" },
2690
2327
{ name = "pyyaml" },
2691
2328
{ name = "regex" },
2329
+
{ name = "requests" },
2692
2330
{ name = "safetensors" },
2693
2331
{ name = "tokenizers" },
2694
2332
{ name = "tqdm" },
2695
-
{ name = "typer" },
2696
2333
]
2697
-
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2334
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2698
2335
wheels = [
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2336
+
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2700
2337
]
2701
2338
2702
2339
[[package]]
···
2704
2341
version = "3.6.0"
2705
2342
source = { registry = "https://pypi.org/simple" }
2706
2343
wheels = [
2707
-
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2708
-
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2709
2344
{ url = "https://files.pythonhosted.org/packages/17/5d/08201db32823bdf77a0e2b9039540080b2e5c23a20706ddba942924ebcd6/triton-3.6.0-cp312-cp312-manylinux_2_27_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:374f52c11a711fd062b4bfbb201fd9ac0a5febd28a96fb41b4a0f51dde3157f4", size = 176128243, upload-time = "2026-01-20T16:16:07.857Z" },
2710
2345
{ url = "https://files.pythonhosted.org/packages/ab/a8/cdf8b3e4c98132f965f88c2313a4b493266832ad47fb52f23d14d4f86bb5/triton-3.6.0-cp312-cp312-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:74caf5e34b66d9f3a429af689c1c7128daba1d8208df60e81106b115c00d6fca", size = 188266850, upload-time = "2026-01-20T16:00:43.041Z" },
2711
2346
{ url = "https://files.pythonhosted.org/packages/3c/12/34d71b350e89a204c2c7777a9bba0dcf2f19a5bfdd70b57c4dbc5ffd7154/triton-3.6.0-cp313-cp313-manylinux_2_27_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:448e02fe6dc898e9e5aa89cf0ee5c371e99df5aa5e8ad976a80b93334f3494fd", size = 176133521, upload-time = "2026-01-20T16:16:13.321Z" },
···
2723
2358
version = "3.6.0.post26"
2724
2359
source = { registry = "https://pypi.org/simple" }
2725
2360
wheels = [
2726
-
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2727
2361
{ url = "https://files.pythonhosted.org/packages/62/1e/8d9814e67ba3f20094cf3c69e7815a491f20beb86469a647550ba86728b0/triton_windows-3.6.0.post26-cp312-cp312-win_amd64.whl", hash = "sha256:189d8c57911aa9d2ff983a715e5c967b325f576307db60924cab22b501a36515", size = 47402104, upload-time = "2026-03-10T02:51:40.997Z" },
2728
2362
{ url = "https://files.pythonhosted.org/packages/2e/69/7579a5da5d8c5372711bb4b99a185ad35eae6c7549d85b9f75171e06832b/triton_windows-3.6.0.post26-cp313-cp313-win_amd64.whl", hash = "sha256:033f3d50c6a0e4539a3ccfa042304dbf76bf79155f382f9c09d010323d5a9a32", size = 47402101, upload-time = "2026-03-10T02:51:47.669Z" },
2729
2363
{ url = "https://files.pythonhosted.org/packages/7e/27/3d272c154c00c044e0f113d053650d6faf56258789dcdc1e5e3e4a91d86d/triton_windows-3.6.0.post26-cp314-cp314-win_amd64.whl", hash = "sha256:c8029386813d6df4ec700bbff050c1e308fd24d66be3d8848274fc5d97bad396", size = 48580269, upload-time = "2026-03-10T02:51:54.665Z" },
···
2731
2365
2732
2366
[[package]]
2733
2367
name = "trl"
2734
-
version = "0.24.0"
2368
+
version = "0.15.2"
2735
2369
source = { registry = "https://pypi.org/simple" }
2736
2370
dependencies = [
2737
2371
{ name = "accelerate" },
2738
2372
{ name = "datasets" },
2373
+
{ name = "rich" },
2739
2374
{ name = "transformers" },
2740
2375
]
2741
-
sdist = { url = "https://files.pythonhosted.org/packages/e8/2e/30ece0055eee5763126e2d52f6e04aec294bcae34b46d9ca16c53c4b5852/trl-0.24.0.tar.gz", hash = "sha256:eee495223725d3da0596be2607581969db89ba0f7c00b075802addc31e61eac9", size = 368447, upload-time = "2025-10-16T00:10:37.65Z" }
2376
+
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2742
2377
wheels = [
2743
-
{ url = "https://files.pythonhosted.org/packages/87/5f/c647fedde9d59ae35ee189cc49e419da5ac1d9ad9933cb69401a7eac4705/trl-0.24.0-py3-none-any.whl", hash = "sha256:a9145b7d4a4a33778de117bda48530f0cf5b2ac25acc07db80ad04836f490dfc", size = 423143, upload-time = "2025-10-16T00:10:35.809Z" },
2378
+
{ url = "https://files.pythonhosted.org/packages/7b/29/25378447c48359843de0e4ce1995d367210601c3b437ddf1c779b6393d74/trl-0.15.2-py3-none-any.whl", hash = "sha256:bf2b88e3cf5da08cd533dc03273d977965bd5d86c5878f76285fba45d9cb9634", size = 318931, upload-time = "2025-02-25T22:34:32.768Z" },
2744
2379
]
2745
2380
2746
2381
[[package]]
···
2756
2391
]
2757
2392
2758
2393
[[package]]
2759
-
name = "typer"
2760
-
version = "0.24.1"
2761
-
source = { registry = "https://pypi.org/simple" }
2762
-
dependencies = [
2763
-
{ name = "annotated-doc" },
2764
-
{ name = "click" },
2765
-
{ name = "rich" },
2766
-
{ name = "shellingham" },
2767
-
]
2768
-
sdist = { url = "https://files.pythonhosted.org/packages/f5/24/cb09efec5cc954f7f9b930bf8279447d24618bb6758d4f6adf2574c41780/typer-0.24.1.tar.gz", hash = "sha256:e39b4732d65fbdcde189ae76cf7cd48aeae72919dea1fdfc16593be016256b45", size = 118613, upload-time = "2026-02-21T16:54:40.609Z" }
2769
-
wheels = [
2770
-
{ url = "https://files.pythonhosted.org/packages/4a/91/48db081e7a63bb37284f9fbcefda7c44c277b18b0e13fbc36ea2335b71e6/typer-0.24.1-py3-none-any.whl", hash = "sha256:112c1f0ce578bfb4cab9ffdabc68f031416ebcc216536611ba21f04e9aa84c9e", size = 56085, upload-time = "2026-02-21T16:54:41.616Z" },
2771
-
]
2772
-
2773
-
[[package]]
2774
2394
name = "typing-extensions"
2775
2395
version = "4.15.0"
2776
2396
source = { registry = "https://pypi.org/simple" }
···
2792
2412
]
2793
2413
2794
2414
[[package]]
2415
+
name = "typst-ocr"
2416
+
version = "0.1.0"
2417
+
source = { editable = "." }
2418
+
dependencies = [
2419
+
{ name = "addict" },
2420
+
{ name = "datasets" },
2421
+
{ name = "easydict" },
2422
+
{ name = "editdistance" },
2423
+
{ name = "einops" },
2424
+
{ name = "fastapi" },
2425
+
{ name = "matplotlib" },
2426
+
{ name = "numpy" },
2427
+
{ name = "pillow" },
2428
+
{ name = "python-multipart" },
2429
+
{ name = "torch" },
2430
+
{ name = "torchvision" },
2431
+
{ name = "tqdm" },
2432
+
{ name = "transformers" },
2433
+
{ name = "trl" },
2434
+
{ name = "unsloth", extra = ["colab-new"] },
2435
+
{ name = "uvicorn", extra = ["standard"] },
2436
+
]
2437
+
2438
+
[package.metadata]
2439
+
requires-dist = [
2440
+
{ name = "addict" },
2441
+
{ name = "datasets", specifier = ">=2.19" },
2442
+
{ name = "easydict", specifier = ">=1.13" },
2443
+
{ name = "editdistance" },
2444
+
{ name = "einops", specifier = ">=0.8.2" },
2445
+
{ name = "fastapi", specifier = ">=0.111" },
2446
+
{ name = "matplotlib" },
2447
+
{ name = "numpy" },
2448
+
{ name = "pillow", specifier = ">=10" },
2449
+
{ name = "python-multipart", specifier = ">=0.0.9" },
2450
+
{ name = "torch", specifier = ">=2.3" },
2451
+
{ name = "torchvision", specifier = ">=0.18" },
2452
+
{ name = "tqdm" },
2453
+
{ name = "transformers", specifier = "==4.47.1" },
2454
+
{ name = "trl", specifier = ">=0.15" },
2455
+
{ name = "unsloth", extras = ["colab-new"] },
2456
+
{ name = "uvicorn", extras = ["standard"], specifier = ">=0.29" },
2457
+
]
2458
+
2459
+
[[package]]
2795
2460
name = "tyro"
2796
2461
version = "1.0.12"
2797
2462
source = { registry = "https://pypi.org/simple" }
···
2816
2481
2817
2482
[[package]]
2818
2483
name = "unsloth"
2819
-
version = "2026.4.4"
2484
+
version = "2025.4.7"
2820
2485
source = { registry = "https://pypi.org/simple" }
2821
2486
dependencies = [
2822
2487
{ name = "accelerate" },
···
2825
2490
{ name = "diffusers" },
2826
2491
{ name = "hf-transfer" },
2827
2492
{ name = "huggingface-hub" },
2828
-
{ name = "nest-asyncio" },
2829
2493
{ name = "numpy" },
2830
2494
{ name = "packaging" },
2831
2495
{ name = "peft" },
2832
2496
{ name = "protobuf" },
2833
2497
{ name = "psutil" },
2834
-
{ name = "pydantic" },
2835
-
{ name = "pyyaml" },
2836
2498
{ name = "sentencepiece" },
2837
2499
{ name = "torch" },
2838
2500
{ name = "torchvision" },
2839
2501
{ name = "tqdm" },
2840
2502
{ name = "transformers" },
2841
-
{ name = "triton", marker = "'linux' in sys_platform" },
2842
-
{ name = "triton-windows", marker = "(platform_machine == 'AMD64' and sys_platform == 'win32') or (platform_machine == 'x86_64' and sys_platform == 'win32')" },
2503
+
{ name = "triton", marker = "sys_platform == 'linux'" },
2504
+
{ name = "triton-windows", marker = "sys_platform == 'win32'" },
2843
2505
{ name = "trl" },
2844
-
{ name = "typer" },
2845
2506
{ name = "tyro" },
2846
2507
{ name = "unsloth-zoo" },
2847
2508
{ name = "wheel" },
2848
-
{ name = "xformers", marker = "(platform_machine == 'AMD64' and 'linux' in sys_platform) or (platform_machine == 'x86_64' and 'linux' in sys_platform) or (platform_machine == 'AMD64' and sys_platform == 'win32') or (platform_machine == 'x86_64' and sys_platform == 'win32')" },
2509
+
{ name = "xformers" },
2849
2510
]
2850
-
sdist = { url = "https://files.pythonhosted.org/packages/12/54/52822f5ecec70d8ce4733164df302eee55b4aba1cb3860e47c58d809dcd9/unsloth-2026.4.4.tar.gz", hash = "sha256:5d5c0c1d5bd48886927e34c2d9b59ee610c882e917ba1362fe6209a7c3eea97d", size = 66783124, upload-time = "2026-04-06T16:40:57.746Z" }
2511
+
sdist = { url = "https://files.pythonhosted.org/packages/36/a2/cdfb59c6d8d2dce821cda3af9196e895c8d5d529bffc642fbfa638112616/unsloth-2025.4.7.tar.gz", hash = "sha256:479679b3713486af0d74b376eeefe64bbd2c6b3e76eb932d625b10e1d76ad306", size = 191726, upload-time = "2025-05-02T21:07:55.157Z" }
2851
2512
wheels = [
2852
-
{ url = "https://files.pythonhosted.org/packages/a8/80/f5246519a22f9b962f8d6364e980c83ca666b03aba693ef4223c70597000/unsloth-2026.4.4-py3-none-any.whl", hash = "sha256:da9d80a6f1a50b53ee641fbff254716945921c6ffc05d3bdbb676865a04cd27f", size = 62599611, upload-time = "2026-04-06T16:40:53.546Z" },
2513
+
{ url = "https://files.pythonhosted.org/packages/6f/c7/1e762675727596707d327108c8931e94580f9752296da8e7e61fa4f671c2/unsloth-2025.4.7-py3-none-any.whl", hash = "sha256:d601113b6ab4de7c420a3163ce99ab9b149d01281693dfaa1c5e7036b59bb262", size = 218481, upload-time = "2025-05-02T21:07:51.285Z" },
2853
2514
]
2854
2515
2855
2516
[package.optional-dependencies]
···
2858
2519
{ name = "datasets" },
2859
2520
{ name = "hf-transfer" },
2860
2521
{ name = "huggingface-hub" },
2861
-
{ name = "nest-asyncio" },
2862
2522
{ name = "numpy" },
2863
2523
{ name = "packaging" },
2864
2524
{ name = "protobuf" },
2865
2525
{ name = "psutil" },
2866
-
{ name = "pydantic" },
2867
-
{ name = "pyyaml" },
2868
2526
{ name = "sentencepiece" },
2869
2527
{ name = "tqdm" },
2870
2528
{ name = "transformers" },
2871
-
{ name = "typer" },
2872
2529
{ name = "tyro" },
2873
2530
{ name = "unsloth-zoo" },
2874
2531
{ name = "wheel" },
···
2876
2533
2877
2534
[[package]]
2878
2535
name = "unsloth-zoo"
2879
-
version = "2026.4.4"
2536
+
version = "2025.4.4"
2880
2537
source = { registry = "https://pypi.org/simple" }
2881
2538
dependencies = [
2882
2539
{ name = "accelerate" },
2883
2540
{ name = "cut-cross-entropy" },
2884
2541
{ name = "datasets" },
2885
-
{ name = "filelock" },
2886
2542
{ name = "hf-transfer" },
2887
-
{ name = "huggingface-hub" },
2543
+
{ name = "huggingface-hub", extra = ["hf-xet"] },
2888
2544
{ name = "msgspec" },
2889
2545
{ name = "numpy" },
2890
2546
{ name = "packaging" },
···
2895
2551
{ name = "regex" },
2896
2552
{ name = "sentencepiece" },
2897
2553
{ name = "torch" },
2898
-
{ name = "torchao" },
2899
2554
{ name = "tqdm" },
2900
2555
{ name = "transformers" },
2901
-
{ name = "triton", marker = "'linux' in sys_platform" },
2556
+
{ name = "triton", marker = "sys_platform == 'linux'" },
2557
+
{ name = "triton-windows", marker = "sys_platform == 'win32'" },
2902
2558
{ name = "trl" },
2903
-
{ name = "typing-extensions" },
2904
2559
{ name = "tyro" },
2905
2560
{ name = "wheel" },
2906
2561
]
2907
-
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2562
+
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2908
2563
wheels = [
2909
-
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2564
+
{ url = "https://files.pythonhosted.org/packages/90/f1/701393f74a1c9593097123be16544e2df2b464cc058f82880906090d5de2/unsloth_zoo-2025.4.4-py3-none-any.whl", hash = "sha256:e00eaa5e8581eaa228160549ee0af5adc569f4e536cc79190ab83b1829358438", size = 129048, upload-time = "2025-05-01T14:40:17.634Z" },
2910
2565
]
2911
2566
2912
2567
[[package]]
···
2948
2603
source = { registry = "https://pypi.org/simple" }
2949
2604
sdist = { url = "https://files.pythonhosted.org/packages/06/f0/18d39dbd1971d6d62c4629cc7fa67f74821b0dc1f5a77af43719de7936a7/uvloop-0.22.1.tar.gz", hash = "sha256:6c84bae345b9147082b17371e3dd5d42775bddce91f885499017f4607fdaf39f", size = 2443250, upload-time = "2025-10-16T22:17:19.342Z" }
2950
2605
wheels = [
2951
-
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2952
-
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2953
-
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2954
-
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2955
-
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2956
-
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2957
2606
{ url = "https://files.pythonhosted.org/packages/3d/ff/7f72e8170be527b4977b033239a83a68d5c881cc4775fca255c677f7ac5d/uvloop-0.22.1-cp312-cp312-macosx_10_13_universal2.whl", hash = "sha256:fe94b4564e865d968414598eea1a6de60adba0c040ba4ed05ac1300de402cd42", size = 1359936, upload-time = "2025-10-16T22:16:29.436Z" },
2958
2607
{ url = "https://files.pythonhosted.org/packages/c3/c6/e5d433f88fd54d81ef4be58b2b7b0cea13c442454a1db703a1eea0db1a59/uvloop-0.22.1-cp312-cp312-macosx_10_13_x86_64.whl", hash = "sha256:51eb9bd88391483410daad430813d982010f9c9c89512321f5b60e2cddbdddd6", size = 752769, upload-time = "2025-10-16T22:16:30.493Z" },
2959
2608
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···
2989
2638
]
2990
2639
sdist = { url = "https://files.pythonhosted.org/packages/c2/c9/8869df9b2a2d6c59d79220a4db37679e74f807c559ffe5265e08b227a210/watchfiles-1.1.1.tar.gz", hash = "sha256:a173cb5c16c4f40ab19cecf48a534c409f7ea983ab8fed0741304a1c0a31b3f2", size = 94440, upload-time = "2025-10-14T15:06:21.08Z" }
2991
2640
wheels = [
2992
-
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2993
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2994
-
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2995
-
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2996
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2997
-
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2998
-
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2999
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3000
-
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3001
-
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3002
-
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3003
-
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3004
-
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3005
2641
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3006
2642
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3007
2643
{ url = "https://files.pythonhosted.org/packages/4b/5b/d3b460364aeb8da471c1989238ea0e56bec24b6042a68046adf3d9ddb01c/watchfiles-1.1.1-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:8526e8f916bb5b9a0a777c8317c23ce65de259422bba5b31325a6fa6029d33af", size = 449374, upload-time = "2025-10-14T15:04:49.179Z" },
···
3061
2697
{ url = "https://files.pythonhosted.org/packages/4f/55/2af26693fd15165c4ff7857e38330e1b61ab8c37d15dc79118cdba115b7a/watchfiles-1.1.1-cp314-cp314t-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:8c91ed27800188c2ae96d16e3149f199d62f86c7af5f5f4d2c61a3ed8cd3666c", size = 455072, upload-time = "2025-10-14T15:05:48.928Z" },
3062
2698
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3063
2699
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3064
-
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3065
-
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3066
-
{ url = "https://files.pythonhosted.org/packages/c9/81/e7fe958ce8a7fb5c73cc9fb07f5aeaf755e6aa72498c57d760af760c91f8/watchfiles-1.1.1-pp311-pypy311_pp73-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:ce19e06cbda693e9e7686358af9cd6f5d61312ab8b00488bc36f5aabbaf77e24", size = 450493, upload-time = "2025-10-14T15:06:12.321Z" },
3067
-
{ url = "https://files.pythonhosted.org/packages/6e/d4/ed38dd3b1767193de971e694aa544356e63353c33a85d948166b5ff58b9e/watchfiles-1.1.1-pp311-pypy311_pp73-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:3e6f39af2eab0118338902798b5aa6664f46ff66bc0280de76fca67a7f262a49", size = 457546, upload-time = "2025-10-14T15:06:13.372Z" },
3068
2700
]
3069
2701
3070
2702
[[package]]
···
3073
2705
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3074
2706
sdist = { url = "https://files.pythonhosted.org/packages/04/24/4b2031d72e840ce4c1ccb255f693b15c334757fc50023e4db9537080b8c4/websockets-16.0.tar.gz", hash = "sha256:5f6261a5e56e8d5c42a4497b364ea24d94d9563e8fbd44e78ac40879c60179b5", size = 179346, upload-time = "2026-01-10T09:23:47.181Z" }
3075
2707
wheels = [
3076
-
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3077
-
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3078
-
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3079
-
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3080
-
{ url = "https://files.pythonhosted.org/packages/c8/c5/27178df583b6c5b31b29f526ba2da5e2f864ecc79c99dae630a85d68c304/websockets-16.0-cp311-cp311-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:7be95cfb0a4dae143eaed2bcba8ac23f4892d8971311f1b06f3c6b78952ee70b", size = 185870, upload-time = "2026-01-10T09:22:39.893Z" },
3081
-
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3082
-
{ url = "https://files.pythonhosted.org/packages/6d/e2/d5332c90da12b1e01f06fb1b85c50cfc489783076547415bf9f0a659ec19/websockets-16.0-cp311-cp311-musllinux_1_2_x86_64.whl", hash = "sha256:1c1b30e4f497b0b354057f3467f56244c603a79c0d1dafce1d16c283c25f6e64", size = 184615, upload-time = "2026-01-10T09:22:42.442Z" },
3083
-
{ url = "https://files.pythonhosted.org/packages/77/fb/d3f9576691cae9253b51555f841bc6600bf0a983a461c79500ace5a5b364/websockets-16.0-cp311-cp311-win32.whl", hash = "sha256:5f451484aeb5cafee1ccf789b1b66f535409d038c56966d6101740c1614b86c6", size = 178246, upload-time = "2026-01-10T09:22:43.654Z" },
3084
-
{ url = "https://files.pythonhosted.org/packages/54/67/eaff76b3dbaf18dcddabc3b8c1dba50b483761cccff67793897945b37408/websockets-16.0-cp311-cp311-win_amd64.whl", hash = "sha256:8d7f0659570eefb578dacde98e24fb60af35350193e4f56e11190787bee77dac", size = 178684, upload-time = "2026-01-10T09:22:44.941Z" },
3085
2708
{ url = "https://files.pythonhosted.org/packages/84/7b/bac442e6b96c9d25092695578dda82403c77936104b5682307bd4deb1ad4/websockets-16.0-cp312-cp312-macosx_10_13_universal2.whl", hash = "sha256:71c989cbf3254fbd5e84d3bff31e4da39c43f884e64f2551d14bb3c186230f00", size = 177365, upload-time = "2026-01-10T09:22:46.787Z" },
3086
2709
{ url = "https://files.pythonhosted.org/packages/b0/fe/136ccece61bd690d9c1f715baaeefd953bb2360134de73519d5df19d29ca/websockets-16.0-cp312-cp312-macosx_10_13_x86_64.whl", hash = "sha256:8b6e209ffee39ff1b6d0fa7bfef6de950c60dfb91b8fcead17da4ee539121a79", size = 175038, upload-time = "2026-01-10T09:22:47.999Z" },
3087
2710
{ url = "https://files.pythonhosted.org/packages/40/1e/9771421ac2286eaab95b8575b0cb701ae3663abf8b5e1f64f1fd90d0a673/websockets-16.0-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:86890e837d61574c92a97496d590968b23c2ef0aeb8a9bc9421d174cd378ae39", size = 175328, upload-time = "2026-01-10T09:22:49.809Z" },
···
3118
2741
{ url = "https://files.pythonhosted.org/packages/88/a8/a080593f89b0138b6cba1b28f8df5673b5506f72879322288b031337c0b8/websockets-16.0-cp314-cp314t-musllinux_1_2_x86_64.whl", hash = "sha256:32da954ffa2814258030e5a57bc73a3635463238e797c7375dc8091327434206", size = 185356, upload-time = "2026-01-10T09:23:32.627Z" },
3119
2742
{ url = "https://files.pythonhosted.org/packages/c2/b6/b9afed2afadddaf5ebb2afa801abf4b0868f42f8539bfe4b071b5266c9fe/websockets-16.0-cp314-cp314t-win32.whl", hash = "sha256:5a4b4cc550cb665dd8a47f868c8d04c8230f857363ad3c9caf7a0c3bf8c61ca6", size = 178085, upload-time = "2026-01-10T09:23:33.816Z" },
3120
2743
{ url = "https://files.pythonhosted.org/packages/9f/3e/28135a24e384493fa804216b79a6a6759a38cc4ff59118787b9fb693df93/websockets-16.0-cp314-cp314t-win_amd64.whl", hash = "sha256:b14dc141ed6d2dde437cddb216004bcac6a1df0935d79656387bd41632ba0bbd", size = 178531, upload-time = "2026-01-10T09:23:35.016Z" },
3121
-
{ url = "https://files.pythonhosted.org/packages/72/07/c98a68571dcf256e74f1f816b8cc5eae6eb2d3d5cfa44d37f801619d9166/websockets-16.0-pp311-pypy311_pp73-macosx_10_15_x86_64.whl", hash = "sha256:349f83cd6c9a415428ee1005cadb5c2c56f4389bc06a9af16103c3bc3dcc8b7d", size = 174947, upload-time = "2026-01-10T09:23:36.166Z" },
3122
-
{ url = "https://files.pythonhosted.org/packages/7e/52/93e166a81e0305b33fe416338be92ae863563fe7bce446b0f687b9df5aea/websockets-16.0-pp311-pypy311_pp73-macosx_11_0_arm64.whl", hash = "sha256:4a1aba3340a8dca8db6eb5a7986157f52eb9e436b74813764241981ca4888f03", size = 175260, upload-time = "2026-01-10T09:23:37.409Z" },
3123
-
{ url = "https://files.pythonhosted.org/packages/56/0c/2dbf513bafd24889d33de2ff0368190a0e69f37bcfa19009ef819fe4d507/websockets-16.0-pp311-pypy311_pp73-manylinux1_x86_64.manylinux_2_28_x86_64.manylinux_2_5_x86_64.whl", hash = "sha256:f4a32d1bd841d4bcbffdcb3d2ce50c09c3909fbead375ab28d0181af89fd04da", size = 176071, upload-time = "2026-01-10T09:23:39.158Z" },
3124
-
{ url = "https://files.pythonhosted.org/packages/a5/8f/aea9c71cc92bf9b6cc0f7f70df8f0b420636b6c96ef4feee1e16f80f75dd/websockets-16.0-pp311-pypy311_pp73-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:0298d07ee155e2e9fda5be8a9042200dd2e3bb0b8a38482156576f863a9d457c", size = 176968, upload-time = "2026-01-10T09:23:41.031Z" },
3125
-
{ url = "https://files.pythonhosted.org/packages/9a/3f/f70e03f40ffc9a30d817eef7da1be72ee4956ba8d7255c399a01b135902a/websockets-16.0-pp311-pypy311_pp73-win_amd64.whl", hash = "sha256:a653aea902e0324b52f1613332ddf50b00c06fdaf7e92624fbf8c77c78fa5767", size = 178735, upload-time = "2026-01-10T09:23:42.259Z" },
3126
2744
{ url = "https://files.pythonhosted.org/packages/6f/28/258ebab549c2bf3e64d2b0217b973467394a9cea8c42f70418ca2c5d0d2e/websockets-16.0-py3-none-any.whl", hash = "sha256:1637db62fad1dc833276dded54215f2c7fa46912301a24bd94d45d46a011ceec", size = 171598, upload-time = "2026-01-10T09:23:45.395Z" },
3127
2745
]
3128
2746
···
3158
2776
source = { registry = "https://pypi.org/simple" }
3159
2777
sdist = { url = "https://files.pythonhosted.org/packages/02/84/30869e01909fb37a6cc7e18688ee8bf1e42d57e7e0777636bd47524c43c7/xxhash-3.6.0.tar.gz", hash = "sha256:f0162a78b13a0d7617b2845b90c763339d1f1d82bb04a4b07f4ab535cc5e05d6", size = 85160, upload-time = "2025-10-02T14:37:08.097Z" }
3160
2778
wheels = [
3161
-
{ url = "https://files.pythonhosted.org/packages/17/d4/cc2f0400e9154df4b9964249da78ebd72f318e35ccc425e9f403c392f22a/xxhash-3.6.0-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:b47bbd8cf2d72797f3c2772eaaac0ded3d3af26481a26d7d7d41dc2d3c46b04a", size = 32844, upload-time = "2025-10-02T14:34:14.037Z" },
3162
-
{ url = "https://files.pythonhosted.org/packages/5e/ec/1cc11cd13e26ea8bc3cb4af4eaadd8d46d5014aebb67be3f71fb0b68802a/xxhash-3.6.0-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:2b6821e94346f96db75abaa6e255706fb06ebd530899ed76d32cd99f20dc52fa", size = 30809, upload-time = "2025-10-02T14:34:15.484Z" },
3163
-
{ url = "https://files.pythonhosted.org/packages/04/5f/19fe357ea348d98ca22f456f75a30ac0916b51c753e1f8b2e0e6fb884cce/xxhash-3.6.0-cp311-cp311-manylinux1_i686.manylinux_2_28_i686.manylinux_2_5_i686.whl", hash = "sha256:d0a9751f71a1a65ce3584e9cae4467651c7e70c9d31017fa57574583a4540248", size = 194665, upload-time = "2025-10-02T14:34:16.541Z" },
3164
-
{ url = "https://files.pythonhosted.org/packages/90/3b/d1f1a8f5442a5fd8beedae110c5af7604dc37349a8e16519c13c19a9a2de/xxhash-3.6.0-cp311-cp311-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:8b29ee68625ab37b04c0b40c3fafdf24d2f75ccd778333cfb698f65f6c463f62", size = 213550, upload-time = "2025-10-02T14:34:17.878Z" },
3165
-
{ url = "https://files.pythonhosted.org/packages/c4/ef/3a9b05eb527457d5db13a135a2ae1a26c80fecd624d20f3e8dcc4cb170f3/xxhash-3.6.0-cp311-cp311-manylinux2014_ppc64le.manylinux_2_17_ppc64le.manylinux_2_28_ppc64le.whl", hash = "sha256:6812c25fe0d6c36a46ccb002f40f27ac903bf18af9f6dd8f9669cb4d176ab18f", size = 212384, upload-time = "2025-10-02T14:34:19.182Z" },
3166
-
{ url = "https://files.pythonhosted.org/packages/0f/18/ccc194ee698c6c623acbf0f8c2969811a8a4b6185af5e824cd27b9e4fd3e/xxhash-3.6.0-cp311-cp311-manylinux2014_s390x.manylinux_2_17_s390x.manylinux_2_28_s390x.whl", hash = "sha256:4ccbff013972390b51a18ef1255ef5ac125c92dc9143b2d1909f59abc765540e", size = 445749, upload-time = "2025-10-02T14:34:20.659Z" },
3167
-
{ url = "https://files.pythonhosted.org/packages/a5/86/cf2c0321dc3940a7aa73076f4fd677a0fb3e405cb297ead7d864fd90847e/xxhash-3.6.0-cp311-cp311-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:297b7fbf86c82c550e12e8fb71968b3f033d27b874276ba3624ea868c11165a8", size = 193880, upload-time = "2025-10-02T14:34:22.431Z" },
3168
-
{ url = "https://files.pythonhosted.org/packages/82/fb/96213c8560e6f948a1ecc9a7613f8032b19ee45f747f4fca4eb31bb6d6ed/xxhash-3.6.0-cp311-cp311-musllinux_1_2_aarch64.whl", hash = "sha256:dea26ae1eb293db089798d3973a5fc928a18fdd97cc8801226fae705b02b14b0", size = 210912, upload-time = "2025-10-02T14:34:23.937Z" },
3169
-
{ url = "https://files.pythonhosted.org/packages/40/aa/4395e669b0606a096d6788f40dbdf2b819d6773aa290c19e6e83cbfc312f/xxhash-3.6.0-cp311-cp311-musllinux_1_2_i686.whl", hash = "sha256:7a0b169aafb98f4284f73635a8e93f0735f9cbde17bd5ec332480484241aaa77", size = 198654, upload-time = "2025-10-02T14:34:25.644Z" },
3170
-
{ url = "https://files.pythonhosted.org/packages/67/74/b044fcd6b3d89e9b1b665924d85d3f400636c23590226feb1eb09e1176ce/xxhash-3.6.0-cp311-cp311-musllinux_1_2_ppc64le.whl", hash = "sha256:08d45aef063a4531b785cd72de4887766d01dc8f362a515693df349fdb825e0c", size = 210867, upload-time = "2025-10-02T14:34:27.203Z" },
3171
-
{ url = "https://files.pythonhosted.org/packages/bc/fd/3ce73bf753b08cb19daee1eb14aa0d7fe331f8da9c02dd95316ddfe5275e/xxhash-3.6.0-cp311-cp311-musllinux_1_2_s390x.whl", hash = "sha256:929142361a48ee07f09121fe9e96a84950e8d4df3bb298ca5d88061969f34d7b", size = 414012, upload-time = "2025-10-02T14:34:28.409Z" },
3172
-
{ url = "https://files.pythonhosted.org/packages/ba/b3/5a4241309217c5c876f156b10778f3ab3af7ba7e3259e6d5f5c7d0129eb2/xxhash-3.6.0-cp311-cp311-musllinux_1_2_x86_64.whl", hash = "sha256:51312c768403d8540487dbbfb557454cfc55589bbde6424456951f7fcd4facb3", size = 191409, upload-time = "2025-10-02T14:34:29.696Z" },
3173
-
{ url = "https://files.pythonhosted.org/packages/c0/01/99bfbc15fb9abb9a72b088c1d95219fc4782b7d01fc835bd5744d66dd0b8/xxhash-3.6.0-cp311-cp311-win32.whl", hash = "sha256:d1927a69feddc24c987b337ce81ac15c4720955b667fe9b588e02254b80446fd", size = 30574, upload-time = "2025-10-02T14:34:31.028Z" },
3174
-
{ url = "https://files.pythonhosted.org/packages/65/79/9d24d7f53819fe301b231044ea362ce64e86c74f6e8c8e51320de248b3e5/xxhash-3.6.0-cp311-cp311-win_amd64.whl", hash = "sha256:26734cdc2d4ffe449b41d186bbeac416f704a482ed835d375a5c0cb02bc63fef", size = 31481, upload-time = "2025-10-02T14:34:32.062Z" },
3175
-
{ url = "https://files.pythonhosted.org/packages/30/4e/15cd0e3e8772071344eab2961ce83f6e485111fed8beb491a3f1ce100270/xxhash-3.6.0-cp311-cp311-win_arm64.whl", hash = "sha256:d72f67ef8bf36e05f5b6c65e8524f265bd61071471cd4cf1d36743ebeeeb06b7", size = 27861, upload-time = "2025-10-02T14:34:33.555Z" },
3176
2779
{ url = "https://files.pythonhosted.org/packages/9a/07/d9412f3d7d462347e4511181dea65e47e0d0e16e26fbee2ea86a2aefb657/xxhash-3.6.0-cp312-cp312-macosx_10_13_x86_64.whl", hash = "sha256:01362c4331775398e7bb34e3ab403bc9ee9f7c497bc7dee6272114055277dd3c", size = 32744, upload-time = "2025-10-02T14:34:34.622Z" },
3177
2780
{ url = "https://files.pythonhosted.org/packages/79/35/0429ee11d035fc33abe32dca1b2b69e8c18d236547b9a9b72c1929189b9a/xxhash-3.6.0-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:b7b2df81a23f8cb99656378e72501b2cb41b1827c0f5a86f87d6b06b69f9f204", size = 30816, upload-time = "2025-10-02T14:34:36.043Z" },
3178
2781
{ url = "https://files.pythonhosted.org/packages/b7/f2/57eb99aa0f7d98624c0932c5b9a170e1806406cdbcdb510546634a1359e0/xxhash-3.6.0-cp312-cp312-manylinux1_i686.manylinux_2_28_i686.manylinux_2_5_i686.whl", hash = "sha256:dc94790144e66b14f67b10ac8ed75b39ca47536bf8800eb7c24b50271ea0c490", size = 194035, upload-time = "2025-10-02T14:34:37.354Z" },
···
3248
2851
{ url = "https://files.pythonhosted.org/packages/9a/9a/c19c42c5b3f5a4aad748a6d5b4f23df3bed7ee5445accc65a0fb3ff03953/xxhash-3.6.0-cp314-cp314t-win32.whl", hash = "sha256:5851f033c3030dd95c086b4a36a2683c2ff4a799b23af60977188b057e467119", size = 31586, upload-time = "2025-10-02T14:36:15.603Z" },
3249
2852
{ url = "https://files.pythonhosted.org/packages/03/d6/4cc450345be9924fd5dc8c590ceda1db5b43a0a889587b0ae81a95511360/xxhash-3.6.0-cp314-cp314t-win_amd64.whl", hash = "sha256:0444e7967dac37569052d2409b00a8860c2135cff05502df4da80267d384849f", size = 32526, upload-time = "2025-10-02T14:36:16.708Z" },
3250
2853
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