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Open-weight model

brc-checkpoints_5

by Le Duc Anh Leducanh11/brc-checkpoints_5

brc-checkpoints_5 is an open-weight model from Le Duc Anh. Its published files total 1.2 GB.

Parameters—
Context—
Weights795.6 MB
License—
AccessOpen weights
Monthly Downloads—

Model Card

The publisher has not written a card for this model.

Identity and Version

Repository
Leducanh11/brc-checkpoints_5
Publisher
Le Duc Anh
Task
Not stated by the source
Modality
Other
Library
Not stated by the source
Parameters
Not stated by the source
Languages
Not stated by the source
Revision
fb4534e7dc1e32769926fc5e3f2fbf33714b771c
First published
2026-08-19
Last updated
2026-09-28

Files and Weights

461 files, 1.2 GB in total. The weights are 84 files totalling 795.6 MB in pt.

Weights84 files · 795.6 MB
Configuration4 files · 69.3 KB
Other372 files · 449.7 MB
Repository1 file · 3.7 KB
Every file
FileTypeSizeSHA-256
cohorts/luma/models/phase2_epithelial_abmil_fold1.ptWeights3.2 MB 60b9ff4040fb
cohorts/luma/models/phase2_epithelial_abmil_fold2.ptWeights3.2 MB eff3beb0191a
cohorts/luma/models/phase2_epithelial_abmil_fold3.ptWeights3.2 MB 1aa7dd04bdc3
cohorts/luma/models/phase2_epithelial_abmil_fold4.ptWeights3.2 MB e181c77299ab
cohorts/luma/models/phase2_epithelial_clam_fold1.ptWeights3.2 MB 7d87b8ed9b9f
cohorts/luma/models/phase2_epithelial_clam_fold2.ptWeights3.2 MB db111ce4ad4b
cohorts/luma/models/phase2_epithelial_clam_fold3.ptWeights3.2 MB 80f29ae5b244
cohorts/luma/models/phase2_epithelial_clam_fold4.ptWeights3.2 MB be27eb67581b
cohorts/luma/models/phase2_epithelial_dsmil_fold1.ptWeights2.5 MB 6bec651bd904
cohorts/luma/models/phase2_epithelial_dsmil_fold2.ptWeights2.5 MB 1517a3897c63
cohorts/luma/models/phase2_epithelial_dsmil_fold3.ptWeights2.5 MB 9a431c01ab83
cohorts/luma/models/phase2_epithelial_dsmil_fold4.ptWeights2.5 MB b057dca67bad
cohorts/luma/models/phase2_epithelial_mamba_fold1.ptWeights29.5 MB e13d2fe58db7
cohorts/luma/models/phase2_epithelial_mamba_fold2.ptWeights29.5 MB 911ca9556480
cohorts/luma/models/phase2_epithelial_mamba_fold3.ptWeights29.5 MB a99377842990
cohorts/luma/models/phase2_epithelial_mamba_fold4.ptWeights29.5 MB 105872798a55
cohorts/luma/models/phase2_epithelial_transmil_fold1.ptWeights10.7 MB 85a0f29398c9
cohorts/luma/models/phase2_epithelial_transmil_fold2.ptWeights10.7 MB 695d19279a43
cohorts/luma/models/phase2_epithelial_transmil_fold3.ptWeights10.7 MB 294ddaac1a9a
cohorts/luma/models/phase2_epithelial_transmil_fold4.ptWeights10.7 MB 6f7fb1240fff
cohorts/luma/models/phase2_immune_abmil_fold1.ptWeights3.2 MB 93e1c110c483
cohorts/luma/models/phase2_immune_abmil_fold2.ptWeights3.2 MB ba88d718ad18
cohorts/luma/models/phase2_immune_abmil_fold3.ptWeights3.2 MB 12ffb91e5746
cohorts/luma/models/phase2_immune_abmil_fold4.ptWeights3.2 MB f7557b034056
cohorts/luma/models/phase2_immune_clam_fold1.ptWeights3.2 MB 42666d3f872a
cohorts/luma/models/phase2_immune_clam_fold2.ptWeights3.2 MB faaba4b17774
cohorts/luma/models/phase2_immune_clam_fold3.ptWeights3.2 MB 0d90abe31313
cohorts/luma/models/phase2_immune_clam_fold4.ptWeights3.2 MB 216bda536bff
cohorts/luma/models/phase2_immune_dsmil_fold1.ptWeights2.5 MB 571316bf7d77
cohorts/luma/models/phase2_immune_dsmil_fold2.ptWeights2.5 MB 03a0ce7985a0
cohorts/luma/models/phase2_immune_dsmil_fold3.ptWeights2.5 MB 7891fe9c3b91
cohorts/luma/models/phase2_immune_dsmil_fold4.ptWeights2.5 MB c086000d09ff
cohorts/luma/models/phase2_immune_mamba_fold1.ptWeights29.5 MB 383af3e26416
cohorts/luma/models/phase2_immune_mamba_fold2.ptWeights29.5 MB 34c36f73ba10
cohorts/luma/models/phase2_immune_mamba_fold3.ptWeights29.5 MB 19cb186c49e0
cohorts/luma/models/phase2_immune_mamba_fold4.ptWeights29.5 MB dd0b618c919f
cohorts/luma/models/phase2_immune_transmil_fold1.ptWeights10.7 MB 77cca2bf358c
cohorts/luma/models/phase2_immune_transmil_fold2.ptWeights10.7 MB 17ffe16d36be
cohorts/luma/models/phase2_immune_transmil_fold3.ptWeights10.7 MB 6707c1d3eade
cohorts/luma/models/phase2_immune_transmil_fold4.ptWeights10.7 MB 68f3d893e39b
cohorts/luma/models/phase2_stromal_abmil_fold1.ptWeights3.2 MB e1f6029a8421
cohorts/luma/models/phase2_stromal_abmil_fold2.ptWeights3.2 MB 022db1fbff87
cohorts/luma/models/phase2_stromal_abmil_fold3.ptWeights3.2 MB 8b67a7b797a4
cohorts/luma/models/phase2_stromal_abmil_fold4.ptWeights3.2 MB 680d3bb72b04
cohorts/luma/models/phase2_stromal_clam_fold1.ptWeights3.2 MB f31db92624c9
cohorts/luma/models/phase2_stromal_clam_fold2.ptWeights3.2 MB c71b732a489d
cohorts/luma/models/phase2_stromal_clam_fold3.ptWeights3.2 MB 43a87c59b8d0
cohorts/luma/models/phase2_stromal_clam_fold4.ptWeights3.2 MB d8f8c641611c
cohorts/luma/models/phase2_stromal_dsmil_fold1.ptWeights2.5 MB 87480a2d833f
cohorts/luma/models/phase2_stromal_dsmil_fold2.ptWeights2.5 MB aa44846c2280
cohorts/luma/models/phase2_stromal_dsmil_fold3.ptWeights2.5 MB 5efbe3c1d1f4
cohorts/luma/models/phase2_stromal_dsmil_fold4.ptWeights2.5 MB 756574b0227f
cohorts/luma/models/phase2_stromal_mamba_fold1.ptWeights29.5 MB acabd053afea
cohorts/luma/models/phase2_stromal_mamba_fold2.ptWeights29.5 MB c495b55db408
cohorts/luma/models/phase2_stromal_mamba_fold3.ptWeights29.5 MB c51ac33ae426
cohorts/luma/models/phase2_stromal_mamba_fold4.ptWeights29.5 MB 7c3035bdb978
cohorts/luma/models/phase2_stromal_transmil_fold1.ptWeights10.7 MB 3d5e62a598d6
cohorts/luma/models/phase2_stromal_transmil_fold2.ptWeights10.7 MB f9016a5864ee
cohorts/luma/models/phase2_stromal_transmil_fold3.ptWeights10.7 MB 2278d54c82c4
cohorts/luma/models/phase2_stromal_transmil_fold4.ptWeights10.7 MB 09c164b8730e
cohorts/luma/models/phase2_vascular_abmil_fold1.ptWeights3.2 MB 63b930736291
cohorts/luma/models/phase2_vascular_abmil_fold2.ptWeights3.2 MB a16b558318ee
cohorts/luma/models/phase2_vascular_abmil_fold3.ptWeights3.2 MB 95a6680b5421
cohorts/luma/models/phase2_vascular_abmil_fold4.ptWeights3.2 MB 312ac1acb6c8
cohorts/luma/models/phase2_vascular_clam_fold1.ptWeights3.2 MB f8c39528d11d
cohorts/luma/models/phase2_vascular_clam_fold2.ptWeights3.2 MB 9e929fef4887
cohorts/luma/models/phase2_vascular_clam_fold3.ptWeights3.2 MB 5bc30a6f5934
cohorts/luma/models/phase2_vascular_clam_fold4.ptWeights3.2 MB bfdbc608b474
cohorts/luma/models/phase2_vascular_dsmil_fold1.ptWeights2.5 MB 8b9e72a70b5a
cohorts/luma/models/phase2_vascular_dsmil_fold2.ptWeights2.5 MB 56914c21126c
cohorts/luma/models/phase2_vascular_dsmil_fold3.ptWeights2.5 MB 834ed40f09fc
cohorts/luma/models/phase2_vascular_dsmil_fold4.ptWeights2.5 MB 6dd55f85d87d
cohorts/luma/models/phase2_vascular_mamba_fold1.ptWeights29.5 MB 30351a394624
cohorts/luma/models/phase2_vascular_mamba_fold2.ptWeights29.5 MB 4be1571654ac
cohorts/luma/models/phase2_vascular_mamba_fold3.ptWeights29.5 MB ad9f8e98c2d9
cohorts/luma/models/phase2_vascular_transmil_fold1.ptWeights10.7 MB b2b840121c70
cohorts/luma/models/phase2_vascular_transmil_fold2.ptWeights10.7 MB 41d9d21107f6
cohorts/luma/models/phase2_vascular_transmil_fold3.ptWeights10.7 MB 7867d87ee662
models/phase1_head.ptWeights2.6 MB 8868c5185b71
models/phase2a_abmil.ptWeights3.2 MB bc08a161e53f
models/phase2b_clam.ptWeights3.2 MB 05f685d658b2
models/phase2c_dsmil.ptWeights2.5 MB cc55362e5d7d
models/phase2d_mambamil.ptWeights29.5 MB f629b8d1e574
models/phase2e_transmil.ptWeights10.7 MB cd62fa4b3450
classification/mil_risk_logits_meta.jsonConfiguration24.9 KB —
classification/mil_risk_test_logits_meta.jsonConfiguration3.1 KB —
classification/phase2_test_predictions.jsonConfiguration19.8 KB —
progress.jsonConfiguration21.4 KB —
classification/confusion_matrix_mil.csvOther1.2 KB —
classification/confusion_matrix_mil.pngOther108.3 KB 3b6cda97671d
classification/confusion_matrix_mil_test.csvOther171 B —
classification/confusion_matrix_mil_test.pngOther43.7 KB —
classification/mil_risk_errors.csvOther48.6 KB —
classification/mil_risk_logits.npyOther26.8 KB a9789211c9f5
classification/mil_risk_predictions.csvOther104.9 KB —
classification/mil_risk_test_errors.csvOther4.0 KB —
classification/mil_risk_test_logits.npyOther3.2 KB da5e09388768
classification/mil_risk_test_predictions.csvOther12.4 KB —
classification/phase2_kfold_metrics.csvOther3.7 KB —
classification/phase2_kfold_summary.csvOther1.6 KB —
classification/phase2_oof_predictions.csvOther48.2 KB —
classification/phase2_test_metrics.csvOther789 B —
features_phikon_v2/train/TCGA-3C-AAAU-01A-01-TS1.2F52DD63-7476-4E85-B7C6-E06092DB6CC1.npyOther843.9 KB b90a73afcf30
features_phikon_v2/train/TCGA-3C-AALJ-01A-03-TSC.272FA991-8382-409A-A00A-9A3BAA6EE041.npyOther377.0 KB 89f3bcb0227c
features_phikon_v2/train/TCGA-3C-AALJ-01Z-00-DX1.777C0957-255A-42F0-9EEB-A3606BCF0C96.npyOther1.6 MB c451b39f7bc6
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features_phikon_v2/train/TCGA-A1-A0SM-01A-01-BS1.f31192b0-feeb-4274-bd1e-53b1a036c888.npyOther147.6 KB 217d71b3c665
features_phikon_v2/train/TCGA-A1-A0SM-01A-01-TS1.cd7bf3d5-af28-4149-9aae-3bb69301bfb0.npyOther409.7 KB 7e3d23d699d2
features_phikon_v2/train/TCGA-A1-A0SN-01A-01-TS1.ae0aafc3-dbcf-4e93-b817-974263ade19a.npyOther811.1 KB 2d7d328dbcbd
features_phikon_v2/train/TCGA-A1-A0SN-01Z-00-DX1.5E9B85AE-AFB7-41DC-8A1B-BD6DA39B6540.npyOther1.0 MB 5fd55f3b6dae
features_phikon_v2/train/TCGA-A2-A04Y-01A-02-BS2.0fd3867e-c47f-471c-b946-25b244d8c0e8.npyOther692.4 KB c974dafb91b3
features_phikon_v2/train/TCGA-A2-A04Y-01A-02-MS2.42e84e21-3226-4585-9865-3b624fca05bd.npyOther1.1 MB 449712bb0dea
features_phikon_v2/train/TCGA-A2-A04Y-01Z-00-DX1.4DC97AD6-4806-4A3A-A998-FD36F93590A4.npyOther786.6 KB 9db609912a3d
features_phikon_v2/train/TCGA-A2-A0CY-01A-01-BS1.9b133694-9867-4641-af14-71e493280442.npyOther1.3 MB bf77e590be18
features_phikon_v2/train/TCGA-A2-A0D4-01Z-00-DX1.35E43827-DABC-4685-A62A-333672923349.npyOther1.3 MB 750aae1cab81
features_phikon_v2/train/TCGA-A2-A0EP-01A-05-TSE.9746AB87-60C5-41FD-BB30-055B8085B344.npyOther671.9 KB 81f045d44671
features_phikon_v2/train/TCGA-A2-A0EP-01Z-00-DX1.1180C406-5C18-4373-8621-1B7B70875113.npyOther377.0 KB b8f86d764de3
features_phikon_v2/train/TCGA-A2-A0ER-01A-02-MSB.cf3ea42a-aeda-47d6-ab60-a6d0f4b83170.npyOther1.1 MB c4d43183fe46
features_phikon_v2/train/TCGA-A2-A0ER-01A-02-TSB.fc92d268-4fa2-4784-9639-ee1ace7797d3.npyOther1.2 MB 68a823654af1
features_phikon_v2/train/TCGA-A2-A0ER-01Z-00-DX1.18123C1B-A0CC-4957-9373-5FFAB985C2E8.npyOther1.4 MB 080acbef7ad2
features_phikon_v2/train/TCGA-A2-A0ET-01A-03-BSC.a5ea8948-821d-471d-ba1c-3c36807ff5df.npyOther487.6 KB cae9d0418ed6
features_phikon_v2/train/TCGA-A2-A0ET-01A-03-TSC.74515b85-25d8-4c5a-9fe8-027a78238b9a.npyOther897.2 KB c09dbbae547a
features_phikon_v2/train/TCGA-A2-A0ET-01Z-00-DX1.41E86BB9-EA52-4615-94E7-0F09DDB094F4.npyOther1.6 MB 247525dcaddf
features_phikon_v2/train/TCGA-A2-A0EV-01A-01-BSA.895f4272-acc0-48e5-8c91-58209e6aa849.npyOther1.5 MB eeb1916e945f
features_phikon_v2/train/TCGA-A2-A0EV-01Z-00-DX1.EA8C5594-BA4F-47A8-949B-D536E00E62C9.npyOther1.6 MB 8b8757e84879
features_phikon_v2/train/TCGA-A2-A0EY-01A-01-BSA.dbf1ad9c-0529-4b08-90fc-5b1d7da797aa.npyOther1.3 MB 216a5ccb3c9e
features_phikon_v2/train/TCGA-A2-A0EY-01A-01-TSA.b3cf2e58-b037-4496-b85e-6fefe2d42e01.npyOther737.4 KB 45ddd6c009ff
features_phikon_v2/train/TCGA-A2-A0EY-01Z-00-DX1.2F2428B3-0767-48E0-AC22-443C244CBD16.npyOther1.6 MB acbcbbdf3e93
features_phikon_v2/train/TCGA-A2-A0SV-01A-01-TSA.bdab1f53-b83c-494c-9a73-487ee771adf9.npyOther1.5 MB 527bbd683b7e
features_phikon_v2/train/TCGA-A2-A0SV-01Z-00-DX1.F5645E47-3540-4753-AF5D-F5709BD8DFC1.npyOther1.6 MB 73982b50ea1c
features_phikon_v2/train/TCGA-A2-A0SW-01A-01-BSA.7a710f66-502f-43fa-94eb-742243cf2aff.npyOther536.7 KB 5cb53f48a039
features_phikon_v2/train/TCGA-A2-A0SW-01A-01-TSA.dff06b29-6dfc-4d17-8b78-0ef50f9aa985.npyOther671.9 KB 0fd8c21abd63
features_phikon_v2/train/TCGA-A2-A0YH-01A-01-TSA.77998a85-49c4-4bdf-8635-ec9516aad084.npyOther1.4 MB 84f4c9bf8852
features_phikon_v2/train/TCGA-A2-A0YT-01A-01-BSA.661675d9-4e62-4472-9102-166b9e1ffe92.npyOther1.5 MB f84a449a7f50
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features_phikon_v2/train/TCGA-A2-A1FW-01Z-00-DX1.DC2BC5D7-E57B-444E-833F-9A1B6E11DE6D.npyOther1.6 MB ec1f4f6e1043
features_phikon_v2/train/TCGA-A2-A25C-01A-01-TSA.e71b7275-0ac4-4d98-9f31-044c28153b39.npyOther823.4 KB fc7b28e8fafe
features_phikon_v2/train/TCGA-A7-A26J-01B-02-BS2.2BDFB544-F62A-402C-9D97-DE2B6766DEDC.npyOther204.9 KB 002523504342
features_phikon_v2/train/TCGA-A7-A26J-01Z-00-DX1.86A92FBD-F346-4206-A1BE-0CBA1596135F.npyOther532.6 KB 292dd3087879
features_phikon_v2/train/TCGA-A7-A2KD-01A-03-TSC.CC1E46B0-7920-4F91-AE61-A9A78BF724DB.npyOther1.4 MB c3f5b8580a36
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features_phikon_v2/train/TCGA-A7-A6VX-01Z-00-DX1.F74DA243-C65A-4997-BCA0-F1C89675978C.npyOther831.6 KB e39dc8624d35
features_phikon_v2/train/TCGA-A7-A6VX-01Z-00-DX2.9EE94B59-6A2C-4507-AA4F-DC6402F2B74F.npyOther73.9 KB 132f97ddb81d
features_phikon_v2/train/TCGA-A8-A06O-01A-01-BS1.7234aaa1-d5b0-41e1-a65a-8011581f6073.npyOther1.2 MB 07557394f789
features_phikon_v2/train/TCGA-A8-A06O-01A-01-TS1.c6bc9018-5000-4232-b406-8bd4d515f473.npyOther1.3 MB b8a8318e9d02
features_phikon_v2/train/TCGA-A8-A06O-01Z-00-DX1.FA4495B2-5B13-4448-ADCB-EF5316E0955B.npyOther676.0 KB b366c9792264
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features_phikon_v2/train/TCGA-A8-A06Q-01A-01-TS1.6a3caeab-6ec9-4829-b7e2-dbe7a6279a54.npyOther766.1 KB 24fd834e6d78
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features_phikon_v2/train/TCGA-A8-A06U-01A-01-BS1.1182603b-20e7-4a0e-a686-055841cf5ca4.npyOther889.0 KB 9da346f49f74
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features_phikon_v2/train/TCGA-A8-A06U-01A-01-TS1.DFD8B445-C7A5-4247-A39F-222591C6D7E2.npyOther426.1 KB 05fa5a05bfb6
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features_phikon_v2/train/TCGA-A8-A06X-01A-02-MS2.0554a423-cfcb-4daa-9c57-dd3960aa2614.npyOther1.6 MB 55946ca29716
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features_phikon_v2/train/TCGA-A8-A075-01A-01-BS1.f15749fb-e5fd-4124-ad85-eec12751816b.npyOther544.9 KB eaa846da471e
features_phikon_v2/train/TCGA-A8-A075-01Z-00-DX1.8E06AF51-951F-48E8-934E-42A455F65E5F.npyOther1.2 MB 0da7d1fb13de
features_phikon_v2/train/TCGA-A8-A079-01A-02-MS2.62d794d5-a44b-493b-be71-30f31bc80b9e.npyOther1.2 MB 61df1f89f94a
features_phikon_v2/train/TCGA-A8-A07E-01A-01-TS1.6861c3fd-60df-457a-8d4f-28298d7d15c6.npyOther1.6 MB d4183c9c029a
features_phikon_v2/train/TCGA-A8-A07S-01A-01-BS1.84cf353c-1994-430c-9ad3-f8dfe6f72b4b.npyOther1.3 MB 02ac71aa7442
features_phikon_v2/train/TCGA-A8-A082-01A-01-TS1.3cad4a77-47a6-4658-becf-d8cffa161d3a.npyOther1.4 MB e56637e8cc49
features_phikon_v2/train/TCGA-A8-A082-01Z-00-DX1.5F82E38D-0DFD-4C2C-BC05-8F0EFEFC507C.npyOther278.7 KB 8cef024c3e66
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.gitattributesRepository3.7 KB —

License and Download

License
Not stated by the source
Access
Open weights, no gate
Download size
795.6 MB
Download from Le Duc Anh

Released by Le Duc Anh through its official repository on Hugging Face.

Memory Requirements

PrecisionWeights in memory
As published795.6 MB

Weights only, from the published parameter count; the key-value cache and runtime add to this.