keys_vals-0.2.0.dist-info/licenses/LICENSE,sha256=xx0jnfkXJvxRnG63LTGOxlggYnIysveWIZ6H3PNdCrQ,11357
keys_vals-0.2.0.dist-info/licenses/NOTICE,sha256=1CkO1kwu3Q_OHYTj-d-yiBJA_lNN73a4zSntavaD4oc,67
keys_values/__init__.py,sha256=ltbC9Ae2ofEnPQ8Du4Zl9l6EMynXYVBFoCqNAHaSwg4,806
keys_values/__main__.py,sha256=IcyurgN_ndWg8ogfw_Sp9am1FRMcXkcNV9POHdHaXms,5084
keys_values/adapter.py,sha256=eS0_mSmW89fEliwja4sxzKKd6gY8WwerepCzVmU3sP4,7425
keys_values/adapter_v2.py,sha256=JlFS9cMMNmP77GRGp7dGoVHiLqMrWzBJGtuIWFBopbc,6376
keys_values/array_limit.py,sha256=d24D4ZZNmlJodnK_8k14R02D2s43BuAbN5rOeNi_3PE,1978
keys_values/config.py,sha256=5YseLCRD0Ps6SrMgJ2H0SHLSFGwWbMoGpt0BW40mzv0,1687
keys_values/dora_utils.py,sha256=bj_CJ8CbnuPUkAuGmQtS5VY32q30k9w2rp32DuyaxOg,6200
keys_values/gpu_memory.py,sha256=qwCX9tVqYPnTdviOXXPCdRR7yQDyyXh7WON2P3hZpuo,2699
keys_values/head_model.py,sha256=EjmyquvWpoQ8KSyS3NxT1hgMIx0VXk4qvJ-y6ar9cEY,15367
keys_values/head_model_factory.py,sha256=tF3wOqRDramqVDPw6Yvbs_VQs3qvHGhuE67eY8tz5dE,2196
keys_values/long_context.py,sha256=HnGYaanXbGB7XuafgYg198-w2OkNbiNXxMiCP1M9u34,42298
keys_values/lora.py,sha256=JsVZiyRQGkbuk-HQwKgoCmGCrf2qSQiX2ekF_8op4xQ,15134
keys_values/lora_utils.py,sha256=GfY7eCa3s9du99scBrvJLracq_iujFa-2e2tDkHoxkk,15331
keys_values/model.py,sha256=dVbk2QBdupZWGgvtvsYTwrLzCANCidCLLICriNucHqM,34406
keys_values/parser_config.py,sha256=Gi0Zf5J7blhOeoNETHxgTCm3Y2kSXdZ61rHp_DzexwQ,1367
keys_values/pos_encoding.py,sha256=co5UMHFcSsmtmwRX_E0ipTWYaaNo8InGgOPb4cMsZ48,14487
keys_values/utils.py,sha256=InJ7NExRwF1AR9g6kMsRxwBePN08v-6hXgX50k8zF80,10640
keys_values/version,sha256=H5MN0fEzwfl6lP46y42zQ3LPTAH_2ys_9Mpy-UlBIek,6
keys_values/attention/__init__.py,sha256=1Usq2BFzxp3TkAhMQ9IvNzCkUEySrnuaPwl2gyfZeNo,825
keys_values/attention/attention_utils.py,sha256=NMgoAJdw5AXJQExFOhatrQd0yGveApHk-V25tvkK82c,18637
keys_values/attention/base.py,sha256=1gwt1rUyxSVv0QDUk8YWTmLVjAkBQwQ2DJpeFE_RIao,29892
keys_values/attention/flashinfer_ops.py,sha256=fwaZjz68TV7qPoSvVNaNo1kEtPmU-mlydiYVQxBpHC0,13859
keys_values/attention/flashinfer_verification.py,sha256=uKeCd5QzjYucEqgj07rKp1F6iruViSUgOlXWP3J5l7M,12874
keys_values/attention/flashinfer_wrapper.py,sha256=Deq14ILkMdP0djospdJjzY-JdoUGbmjw9-waXQ2ZsKo,25727
keys_values/attention/flex_attention.py,sha256=GOGjDFwRRHKkswhppSAjgVP7T9J47dEUsuYFvld24dQ,31135
keys_values/attention/flex_attention_old.py,sha256=XKMBlyAXfShclTpNGiPJwFunDVC5dwuQvoBMiKURaIc,22106
keys_values/attention/sdpa_op.py,sha256=3Q7jwlYGPoYE1VlEeTJT-IfUYSI-hRzo7cPthFIvuq4,36971
keys_values/attention/sdpa_wrapper.py,sha256=Y9C572rqX26GxBcYOmY0qUFkTKme4aKexQM9SiL30IA,16560
keys_values/attention/use_eager_kernel.py,sha256=mEJge_zTorX5GFHUg5hvu92FOF1qtYam1rVQQ7b783M,4886
keys_values/data/__init__.py,sha256=NUNe3ATyvIvt0OqHiINDvY27YY9Gb7cZb0aGiv96yYs,1079
keys_values/data/base.py,sha256=M5GQOSKmyhuEWu-YgMX56nZMkkNJv2BSt1bT-Q-UgIU,3368
keys_values/data/constants.py,sha256=15jYo8dGWh92xhyvozM7u37Dx5fpUMg9BLdgZJSBVK0,1341
keys_values/data/dataloader.py,sha256=M3ZyQgSGicT_5YEzkLapjJ39hc0aWLuSimI3DGuiYGs,3184
keys_values/data/evaluation.py,sha256=-6wbVz2_Z2sC3C-qjuxNX5xff0DTQBWNXWUIuFLm-Z4,7912
keys_values/data/helmet.py,sha256=5Y-tAPA2NOwhhcnjZVD6Ms4m-gKTE_A8FwVxtOH2GSk,21210
keys_values/data/iterators.py,sha256=kpFsv7my9D4amaNo3lgys78Yo8tge2owaT82sW-opW4,12000
keys_values/data/load_helmet_dev_eval.py,sha256=Xr43ggnZe4sVwFP64oBcER6t0bcOrxHw-ru-OFoYDAU,53055
keys_values/data/longbench_v2.py,sha256=yakJv3fwyug-vQTxFg5lsmZu-YJvwPUjqgXb2d92h7k,27688
keys_values/data/module.py,sha256=Z9r3BJD6ibtOJIpx3cuabSO9DLb0KOwv_z0bpI66-Lo,18438
keys_values/data/sequence_classification.py,sha256=ZnRA2Lfnmm73Q6fe6CiqfVW2b0QbD5LA3PujJkIKED8,5550
keys_values/data/sft_dataset.py,sha256=a_1iF-mU6ueVn2tgRtl-W3V0MIvv_fyKvHGvdZe8e_Y,7641
keys_values/data/trainstate.py,sha256=b1pUlydDJLFs5AlN1yTURMs4b4cYIj71gGHPwmuMDBc,1152
keys_values/evaluation/__init__.py,sha256=NsiGhRjKgQDW52oIVdSrGJpCoHzQSSdwKWBAyPZyXVc,615
keys_values/evaluation/evaluation.py,sha256=rYFx6VhG5RjSJFmmMRltBTZXMROZ6Si8YPSRDSvzn_0,13113
keys_values/evaluation/evaluator.py,sha256=uagrg0UoUwyeShXbmAV7Qit63XzwqNcQiifBdxGc1HU,6930
keys_values/evaluation/metrics.py,sha256=gdN8K-xrYwlG3WyQ7eDADzKmMTZR5DbzCHPELhiwakU,7021
keys_values/evaluation/response_parser.py,sha256=JZsaBoDsp8anFCDml3XCMwJMLmUEVeVZc1d0nz_tazQ,9101
keys_values/evaluation/tasks.py,sha256=9fO52ToyzhzbJmP8jetr8JqZSDkFkjmbvDTetgKGXas,9944
keys_values/finetune/__init__.py,sha256=NsiGhRjKgQDW52oIVdSrGJpCoHzQSSdwKWBAyPZyXVc,615
keys_values/finetune/args.py,sha256=KXrHKVODqknSkx8JHOmgskcG0m_ecOBP8uhLwEdVNZ8,29723
keys_values/finetune/batch_transform.py,sha256=BAV2RFCUkhuxzQq0yb4gBXlj0XLLH2ob1z9bJ1A1U7o,9754
keys_values/finetune/longcon_offload_full.py,sha256=uwmbGgb5uLi5AG_oHJjhn3yoCwlhJMScBEGegnexKQ0,10926
keys_values/finetune/longcon_offload_lora.py,sha256=BiJxdtLX1_0MiHYfTkCnAF1tR3YxfxuGvCZaqBIVNUo,11344
keys_values/finetune/longcontext_eval.py,sha256=5gnB6qkMFLIZMiYy-amqu3WuBbt7Fs4iHc9ca9EALZQ,7754
keys_values/finetune/longcontext_eval_ext.py,sha256=emWaXc7uyQa9FZow8sKm9MWXukS4b40Iq5IdaQ1otTY,36740
keys_values/finetune/longcontext_full.py,sha256=4yC19Z6GjihSkwIoYKkEFK8kgtzFykcjYTfE5qDVgmo,79555
keys_values/finetune/longcontext_lora.py,sha256=QQsQVS7O3fwAq7cRF3faLoRfNcVPSVMOK7qEUyTcLdg,11110
keys_values/finetune/resume_state.py,sha256=Xlz1ZhxC84Q73feY6Ogr2khssL6uTFCxfxNxDVqTc1A,10262
keys_values/finetune/utils.py,sha256=QLhKKlNdSIMeIgRpE2oTWA5yCGevfM7J2opdUed0fUI,18001
keys_values/fused/__init__.py,sha256=EbqcM2DXL6wicBk0qMFVXhfN5zY_PgvvLGc7JCGeTw8,1180
keys_values/fused/fused_rmsnorm.py,sha256=bsNrkjhCin-R3pmw6mZw7n0UJ1ks1pI_Q7pFO6DgPsQ,15202
keys_values/fused/fused_rope.py,sha256=IdQl_vn88Z75x44oqODWQsKYw4QZDskuE-9-aQDxado,9985
keys_values/fused/fused_swiglu.py,sha256=uJdkcgI7P3nucUQRTx6pKlT6v7v_An9zI_WDK2FUfhE,6578
keys_values/generate/__init__.py,sha256=90VC5TYCLbGbGVuoI9eo6aX3rMd7zVMKzmFpTpuZ_BA,693
keys_values/generate/base.py,sha256=b5HhBX_VXIEQYOlBh4paHW6fps2C7dmy7OokNRGLQbY,23211
keys_values/kvcache/__init__.py,sha256=I9Bc90cfdUFx5gMu82wBU3PcAcIMLnLO4lyafrHYhG4,1684
keys_values/kvcache/attn_weights.py,sha256=8OGk3EBNUymaaz_3iJUICtEZ1wT8Ir3PxEr6YydW9GE,41743
keys_values/kvcache/base.py,sha256=nRyQrgflfzXDAxuSy0qpU_Op8qZG0EThdpSRUcc9gRs,30364
keys_values/kvcache/basics.py,sha256=kygmqBBsuUUt0i2JcZQmCX4tYGFk_NwKYtBDhbvzNTU,23986
keys_values/kvcache/buffers.py,sha256=27KYIBf7PBiMzokqVR7iAGwXROwwlod6Gx_edLwlcXM,22443
keys_values/kvcache/consts.py,sha256=E99eZoMpfiA5RTNhwo74A4qMch_gkYVWKLqknU-t8Tw,1200
keys_values/kvcache/factory.py,sha256=32HFSueX3lq5ULMe-acS__vVo8znYqqN3oL5ZAzda-8,22572
keys_values/kvcache/h2o.py,sha256=P5h3OOUpGKgBb7BJololM5nAHKY0lJeytVI_u9b3zBs,21702
keys_values/kvcache/offloading.py,sha256=h3M6PuEfXyzBlizp6MU717yzScrbot1uapIof6R6lD0,5472
keys_values/kvcache/qh2o.py,sha256=yA2M8UwPMLDkqKHjGEu1ngiHWGnOU4QYkntCW6aKb10,11702
keys_values/kvcache/quant_buffers.py,sha256=Ik-aZSuYMH4yBen9Jtq4M-Ix8lMhj0FJOSa-WzpfwYw,36312
keys_values/kvcache/smart_lastrec.py,sha256=qwR0POMC1TkBrQB9m8N95sfkJKIkNKIcdcizntNEIMk,20309
keys_values/kvcache/stack_layers.py,sha256=c3vz-VetnRdTjcO5i911Wh9pBgfhVxOlKdJyln5-jBM,5433
keys_values/kvcache/test_before_after.py,sha256=GupKkitIgyIPUdV5zyRMo1RGQP6Z80wZjL8HlPaK2m0,14354
keys_values/kvcache/test_utils.py,sha256=Kye0BSFtrHxKrRHGA7tj6rQm3REoti9uIK0Zb8PvhVw,9304
keys_values/kvcache/test_utils_advanced.py,sha256=RroryKNpmMl1UTH9uNWk-6gqxMbcd5RN2W7or7gFswE,27720
keys_values/kvcache/utils.py,sha256=v2QBfNK69ncQmLai1tD2YM9XvGA5tNg5Ygjr77t6tew,2437
keys_values/kvcache/gradient/__init__.py,sha256=xZm-OP4A61hLzogo05wpRijOAEOVTkoPoY32VfxmvC4,872
keys_values/kvcache/gradient/accumulate.py,sha256=EKy6WnzpmJmmXcaDQOPld1IiM12xKmqI3GUXAfjQg3w,40025
keys_values/kvcache/gradient/annotation.py,sha256=KuxChD8d6QJ49qydrYTRNGR0MZ1sl5sQEwpuCIb-RDY,9182
keys_values/kvcache/gradient/autograd_hooks.py,sha256=tbPwBCKwN0bAxJjU9pPl6zLYhRpD15Q57VHpNgdar68,56872
keys_values/kvcache/gradient/cell.py,sha256=icCdZtO-2P9WfGjtcsaXp4V1wxfZv0oXdCRVA2v2KhE,15547
keys_values/kvcache/gradient/checkpoints.py,sha256=cePOgEYpgB6C--B1-AJJWtskB8XRV_OWQd8GWA_l_-M,36231
keys_values/kvcache/gradient/cleanup.py,sha256=QnPTRtB-VU2m2elTTLfTOizisRy3Mq-2oanG1SVjobw,4616
keys_values/kvcache/gradient/inference_replay.py,sha256=FX7q-1loV24dHcGAz1oUEdORsT-jWl8DyyOwYfux-Hk,14813
keys_values/kvcache/gradient/main.py,sha256=FENwmbMhB9WxypT7PtS7mdToT2WhQ8qdlGx2lk29pGM,56792
keys_values/kvcache/gradient/train_attn_weights_replay.py,sha256=JPanbiXKX5rFFk23m82mQ_ijsZl8SwZoPK8261Zu-Hk,28743
keys_values/kvcache/gradient/train_attn_weights_replay_old.py,sha256=snIVvslWpBT35ayldCygza50OtJfnBd2fwr2NVchKHg,23169
keys_values/kvcache/quantize/__init__.py,sha256=aS7RjcnylJLQwotkzmQzUQKYIRIJWaXzKyRCM3g2gGo,956
keys_values/kvcache/quantize/bitsandbytes.py,sha256=5nfNwgLoeQXoTlQ0mV9ga0pqPq6zAp0CR30jbqi4dGI,21202
keys_values/kvcache/quantize/pytorch.py,sha256=adkWdpwpMlgd-lRq3V2ceAJf5t7dlBBb-IDV3v7WFwM,23493
keys_values/kvcache/quantize/quantization.py,sha256=cFDH2vME-e4rr1cGExC7PJta7CLCwyppUg8v4kc7Iv0,11986
keys_values/optimize/clone_model.py,sha256=AtO_GKSPGN_VBpIwYoZzdb92XIQGbFuWZjF-3DsHhf4,5346
keys_values/optimize/grad_accumulate.py,sha256=WNzPT1LJQUT5V-SUAO6WRXnqa8OnXqS8oP-qGSL4gKs,10899
keys_values/optimize/model_factory.py,sha256=RTNEpbUv-DSYf0DB0AefXG96OgRUfqoPKbC5kAlwG8Q,27445
keys_values/optimize/module_wrapper.py,sha256=O1UnRUwOKnEXCoIi0fshwl2u8nAfZ_vYaozw920cpPA,8602
keys_values/scripts/analyze_gradient_data.py,sha256=JOcLyeswmFV5MuOo_K1fxHI6bh9bxBA1y-P6UVbD0Hs,9566
keys_values/scripts/cleanup_evaluation.py,sha256=wiGBSlNYQ6ZxXHCZ1MRUx7anCP0a5u-EUzPUbSkZ_Fs,2662
keys_values/scripts/cleanup_gen_samples.py,sha256=ZpHBXkagXgplpmEt10RF7mD1A9e04a87dW_Lcoiuwrs,1596
keys_values/scripts/collect_eval_results.py,sha256=HMBy-zhVAinUIBJZWiOlmewU5vyx0fKldBdnWMRJDTs,4281
keys_values/scripts/collect_gen_samples.py,sha256=5flmMVYICB0uX8feit7SBKGYDATk_YjJgRZKAHGxyV8,4089
keys_values/scripts/create_result_table.py,sha256=LI4rvaEnHKUJg2ylrew3XeY-byfNzYfuiBdEuqRIN1A,7036
keys_values/scripts/dataset_token_counts.py,sha256=zKA6QL1nyuXk39MkQe1-iae2jsjxBaDHK-NFOYvaBO4,5876
keys_values/scripts/debug_flex_attention_simple.py,sha256=Yw3-Kz9necFqeLq-ATJDXBoiTQ3_cAh7bpiuLP2wJ5c,10987
keys_values/scripts/plot_size_log.py,sha256=nkCsIWZMB640bGmm87ZrPYke1kperWdBb6QZLs4zlGk,6867
keys_values/scripts/plot_size_log_stored_values.py,sha256=Lnv-YnBW0_-GJ_3VSo2bcDkeStHN2oCpmvaugt7Pujw,14384
keys_values/scripts/profile_caches.py,sha256=FE_CFRKP510Sr1DV0Mpb8nMXQlPis-02pQLfqzY-N0U,6117
keys_values/scripts/profile_naive_vs_flexatt_sdpa.py,sha256=r9p7sLYYjiK80ueprDfy5han5eZSdBGYtJNL3llFgi4,11824
keys_values/scripts/profile_naive_vs_padded_sdpa.py,sha256=grzdlC15fS6al_eQKfg8HQQphvVXz4kfaH0QknkGh2c,12257
keys_values/scripts/remove_files_from_checkpoints.py,sha256=2Jd-F1mYF6CYV6FiO98Xob-WyFGICvHRiisih0PIzm4,1244
keys_values/scripts/convert_lora_to_litgpt/merge_qwen3_lora.py,sha256=NMP5xjeTBzOTOAiVd3yVxcVJ-XbfYtoN4GGDSQbRPBE,1830
keys_values/tools/__init__.py,sha256=EEJeqghHKiAO7DgLo1ts7cKn4HAeFWdX7oLIIpBbezI,1209
keys_values/tools/debug_utils.py,sha256=IuVKGWIYo3hygRsU4DNUMPcDUXu68D2BUMTd8DOqxxw,5859
keys_values/tools/intermediates.py,sha256=wHiesCq3M2OvfEfMpAg5_7a3cjgkMkL2NS4JHIo_mlQ,9609
keys_values/tools/size_log.py,sha256=J0Wfv5KUSJi6Ft1bS9F_qpq5HWJXw-R74PN4um-a674,14336
keys_values/tools/tracker.py,sha256=9TSb0yTAPW-j9grBhORaJhvWFw7djbOSNqxxYmflfAE,3556
keys_vals-0.2.0.dist-info/METADATA,sha256=0FztgBaDMj7CdmN9NWu43Wyj2Y6v3NZNLOGt9M6QdaU,90859
keys_vals-0.2.0.dist-info/WHEEL,sha256=aeYiig01lYGDzBgS8HxWXOg3uV61G9ijOsup-k9o1sk,91
keys_vals-0.2.0.dist-info/entry_points.txt,sha256=NgRCVf4sKjGMbphTMkC_HXCpxsL9oIEFH8OHHB7cKoY,58
keys_vals-0.2.0.dist-info/top_level.txt,sha256=jtiVmjDkJBgzO6I6_ZTSx6-6Ce5rZfL4QuLgi9JfU4Y,12
keys_vals-0.2.0.dist-info/RECORD,,
