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Open-weight model

Braintotext

by Rocky Dewan rocky250/Braintotext

Braintotext is an open-weight model from Rocky Dewan. Its published files total 958.8 MB.

Parameters—
Context—
Weights954.9 MB
License—
AccessOpen weights
Monthly Downloads—

Model Card

The publisher has not written a card for this model.

Identity and Version

Repository
rocky250/Braintotext
Publisher
Rocky Dewan
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
29ea0f3eb7d84245599c363d0e20a7ee965e744b
First published
2026-09-09
Last updated
2026-10-09

Files and Weights

58 files, 958.8 MB in total. The weights are 42 files totalling 954.9 MB in pt.

Weights42 files · 954.9 MB
Configuration15 files · 3.9 MB
Repository1 file · 2.4 KB
Every file
FileTypeSizeSHA-256
checkpoints/ablation_component_no_anatomical_prior/model.ptWeights38.6 MB a086ffffff13
checkpoints/ablation_component_no_anatomical_prior/optimizer.ptWeights38.1 MB d521cc183434
checkpoints/ablation_component_no_anatomical_prior/scaler.ptWeights1.4 KB —
checkpoints/ablation_component_no_hierarchical_staging/model.ptWeights38.6 MB 9ee9db7fcb71
checkpoints/ablation_component_no_hierarchical_staging/optimizer.ptWeights37.0 MB 92b52dc197ce
checkpoints/ablation_component_no_hierarchical_staging/scaler.ptWeights1.4 KB —
checkpoints/ablation_full_model_proposed/model.ptWeights38.6 MB 9c84781d8b89
checkpoints/ablation_full_model_proposed/optimizer.ptWeights38.1 MB 94bf7cc5ef57
checkpoints/ablation_full_model_proposed/scaler.ptWeights1.4 KB —
checkpoints/ablation_fusion_early/model.ptWeights18.7 MB b693e95e52bc
checkpoints/ablation_fusion_early/optimizer.ptWeights36.3 MB 04d8d4802668
checkpoints/ablation_fusion_early/scaler.ptWeights1.4 KB —
checkpoints/ablation_fusion_hybrid/model.ptWeights28.2 MB af73ba3a7685
checkpoints/ablation_fusion_hybrid/optimizer.ptWeights55.5 MB ab031374cad2
checkpoints/ablation_fusion_hybrid/scaler.ptWeights1.4 KB —
checkpoints/ablation_fusion_late/model.ptWeights19.3 MB 969e94af9018
checkpoints/ablation_fusion_late/optimizer.ptWeights37.6 MB 8d00c0e5f103
checkpoints/ablation_fusion_late/scaler.ptWeights1.4 KB —
checkpoints/ablation_preprocessing_no_adaptive_pooling/model.ptWeights19.4 MB f8a3f53b52c1
checkpoints/ablation_preprocessing_no_adaptive_pooling/optimizer.ptWeights37.7 MB 438d77023831
checkpoints/ablation_preprocessing_no_adaptive_pooling/scaler.ptWeights1.4 KB —
checkpoints/ablation_stream_graph_only/model.ptWeights37.0 MB 8251e9787dd7
checkpoints/ablation_stream_graph_only/optimizer.ptWeights36.4 MB 170067172c47
checkpoints/ablation_stream_graph_only/scaler.ptWeights1.4 KB —
checkpoints/ablation_stream_region_only/model.ptWeights19.7 MB b571f4a390d9
checkpoints/ablation_stream_region_only/optimizer.ptWeights19.4 MB dabf0d9445fa
checkpoints/ablation_stream_region_only/scaler.ptWeights1.4 KB —
checkpoints/baseline_conformer/model.ptWeights51.2 MB 2e3626567bf8
checkpoints/baseline_conformer/optimizer.ptWeights50.2 MB 846e245cd825
checkpoints/baseline_conformer/scaler.ptWeights1.4 KB —
checkpoints/baseline_gru/model.ptWeights27.8 MB c3f5621c2fd5
checkpoints/baseline_gru/optimizer.ptWeights27.8 MB ca2edb5d8778
checkpoints/baseline_gru/scaler.ptWeights1.4 KB —
checkpoints/baseline_lstm/model.ptWeights36.2 MB 4f7e8d4928f6
checkpoints/baseline_lstm/optimizer.ptWeights36.2 MB c052ba7f56c8
checkpoints/baseline_lstm/scaler.ptWeights1.4 KB —
checkpoints/baseline_transformer/model.ptWeights27.9 MB 31f48cf2c9b8
checkpoints/baseline_transformer/optimizer.ptWeights26.8 MB 5cd621802e8b
checkpoints/baseline_transformer/scaler.ptWeights1.4 KB —
checkpoints/proposed_CHGFT/model.ptWeights38.6 MB 12eb8b2d6908
checkpoints/proposed_CHGFT/optimizer.ptWeights38.1 MB 3c335005a1ed
checkpoints/proposed_CHGFT/scaler.ptWeights1.4 KB —
checkpoints/ablation_component_no_anatomical_prior/meta.jsonConfiguration2.2 KB —
checkpoints/ablation_component_no_hierarchical_staging/meta.jsonConfiguration11.7 KB —
checkpoints/ablation_full_model_proposed/meta.jsonConfiguration13.8 KB —
checkpoints/ablation_fusion_early/meta.jsonConfiguration13.6 KB —
checkpoints/ablation_fusion_hybrid/meta.jsonConfiguration13.6 KB —
checkpoints/ablation_fusion_late/meta.jsonConfiguration13.6 KB —
checkpoints/ablation_preprocessing_no_adaptive_pooling/meta.jsonConfiguration13.6 KB —
checkpoints/ablation_stream_graph_only/meta.jsonConfiguration13.8 KB —
checkpoints/ablation_stream_region_only/meta.jsonConfiguration13.8 KB —
checkpoints/baseline_conformer/meta.jsonConfiguration25.0 KB —
checkpoints/baseline_gru/meta.jsonConfiguration24.9 KB —
checkpoints/baseline_lstm/meta.jsonConfiguration24.9 KB —
checkpoints/baseline_transformer/meta.jsonConfiguration24.8 KB —
checkpoints/proposed_CHGFT/meta.jsonConfiguration39.6 KB —
results_manifest.jsonConfiguration3.7 MB —
.gitattributesRepository2.4 KB —

License and Download

License
Not stated by the source
Access
Open weights, no gate
Download size
954.9 MB
Download from Rocky Dewan

Released by Rocky Dewan through its official repository on Hugging Face.

Memory Requirements

PrecisionWeights in memory
As published954.9 MB

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