MoT-1 is an open-weight model from Li Chenge. Its published files total 25.4 GB.
Parameters—
Context—
Weights17.3 GB
License—
AccessOpen weights
Monthly Downloads—
Model Card
The publisher has not written a card for this model.
Identity and Version
- Repository
- Chloeeeeeeee123/MoT-1
- Publisher
- Li Chenge
- 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
- edb6e0eb064a8dad75c5c78a35959fd077e21577
- First published
- 2026-07-13
- Last updated
- 2026-09-24
Files and Weights
154 files, 25.4 GB in total. The weights are 10 files totalling 17.3 GB in npz, pt.
Weights10 files · 17.3 GB
Configuration55 files · 308.9 KB
Documentation4 files · 15.5 KB
Other83 files · 8.1 GB
Repository2 files · 5.4 KB
Every file
| File | Type | Size | SHA-256 |
|---|---|---|---|
| checkpoints/continuous_halton_embedding_20260923/adapter_step20000.pt | Weights | 8.1 MB | 52aeca25d6d5 |
| checkpoints/continuous_halton_embedding_20260923/scorer_top_p_1d_only_step20000.pt | Weights | 2.0 MB | 52fddf824047 |
| checkpoints/dense_proxy_grid_maskgit_step6000_20260916/latest.pt | Weights | 2.4 GB | 0a3acbe2e185 |
| checkpoints/unified_haltonmix_v2_epoch4_step4452/latest.pt | Weights | 4.1 GB | b61d6b166394 |
| h20-titok-bert-20260910/router/e117.pt | Weights | 138.8 MB | a5b84689d2b2 |
| relay/self_guidance_official_opt_20260919/base/latest.pt | Weights | 1.8 GB | 0979b33c86e9 |
| relay/self_guidance_official_opt_20260919/eval/fid/VIRTUAL_imagenet256_labeled.npz | Weights | 2.0 GB | b32732719497 |
| weights/epoch_0005_step_00127360.pt | Weights | 1.2 GB | f54555d97707 |
| weights/step_00066000.pt | Weights | 4.5 GB | 1a184b306eec |
| weights/step_00094000.pt | Weights | 1.2 GB | 96751c4396ed |
| checkpoints/dense_proxy_grid_maskgit_step6000_20260916/config.json | Configuration | 3.1 KB | — |
| checkpoints/dense_proxy_grid_maskgit_step6000_20260916/latest.json | Configuration | 25.2 KB | — |
| checkpoints/unified_haltonmix_v2_epoch4_step4452/config.json | Configuration | 1.2 KB | — |
| checkpoints/unified_haltonmix_v2_epoch4_step4452/latest.json | Configuration | 35.9 KB | — |
| checkpoints/unified_haltonmix_v2_epoch4_step4452/manifest.json | Configuration | 1.8 KB | — |
| e117_routes_full_train_e116/meta.json | Configuration | 857 B | — |
| e117_routes_imagenet_val_e116/meta.json | Configuration | 842 B | — |
| h20-titok-bert-20260910/codes/train/meta.json | Configuration | 1.2 KB | — |
| h20-titok-bert-20260910/codes/val/meta.json | Configuration | 1.2 KB | — |
| h20-titok-bert-20260910/environment/environment-h20.yml | Configuration | 214 B | — |
| h20-titok-bert-20260910/h20_assets.json | Configuration | 17.7 KB | — |
| h20-titok-bert-20260910/manifest.json | Configuration | 9.5 KB | — |
| h20-titok-bert-20260910/resume/dev_cohort.json | Configuration | 11.2 KB | — |
| h20-titok-bert-20260910/resume/latest.json | Configuration | 22.6 KB | — |
| proxy_cache/mot199440_1d_base_rgb_reencoded_train_adm_20260916/partial_world8/config.json | Configuration | 1.1 KB | — |
| proxy_cache/mot199440_1d_base_rgb_reencoded_train_adm_20260916/partial_world8/partial_manifest.json | Configuration | 1.8 KB | — |
| relay/self_guidance_official_opt_20260919/cache/config.json | Configuration | 434 B | — |
| relay/self_guidance_official_opt_20260919/cache/meta.json | Configuration | 974 B | — |
| relay/self_guidance_official_opt_20260919/cache/status_rank0.json | Configuration | 99 B | — |
| relay/self_guidance_official_opt_20260919/cache/status_rank1.json | Configuration | 99 B | — |
| relay/self_guidance_official_opt_20260919/cache/status_rank2.json | Configuration | 100 B | — |
| relay/self_guidance_official_opt_20260919/cache/status_rank3.json | Configuration | 100 B | — |
| relay/self_guidance_official_opt_20260919/cache/summary.json | Configuration | 1.4 KB | — |
| relay/self_guidance_official_opt_20260919/manifest.json | Configuration | 26.0 KB | — |
| relay/self_guidance_official_opt_20260919/upstream/Config/base_cls2img.yaml | Configuration | 2.7 KB | — |
| relay/self_guidance_official_opt_20260919/upstream/Dataset/__init__.py | Configuration | — | |
| relay/self_guidance_official_opt_20260919/upstream/Dataset/dataloader.py | Configuration | 8.4 KB | — |
| relay/self_guidance_official_opt_20260919/upstream/Dataset/dataset.py | Configuration | 4.0 KB | — |
| relay/self_guidance_official_opt_20260919/upstream/Metrics/__init__.py | Configuration | — | |
| relay/self_guidance_official_opt_20260919/upstream/Metrics/inception_metrics.py | Configuration | 13.5 KB | — |
| relay/self_guidance_official_opt_20260919/upstream/Metrics/sample_and_eval.py | Configuration | 2.5 KB | — |
| relay/self_guidance_official_opt_20260919/upstream/Network/__init__.py | Configuration | — | |
| relay/self_guidance_official_opt_20260919/upstream/Network/ema.py | Configuration | 1.2 KB | — |
| relay/self_guidance_official_opt_20260919/upstream/Network/transformer.py | Configuration | 12.3 KB | — |
| relay/self_guidance_official_opt_20260919/upstream/Network/txt_transformer.py | Configuration | 7.7 KB | — |
| relay/self_guidance_official_opt_20260919/upstream/Network/vq_model.py | Configuration | 16.1 KB | — |
| relay/self_guidance_official_opt_20260919/upstream/Sampler/__init__.py | Configuration | — | |
| relay/self_guidance_official_opt_20260919/upstream/Sampler/confidence_sampler.py | Configuration | 7.2 KB | — |
| relay/self_guidance_official_opt_20260919/upstream/Sampler/halton_sampler.py | Configuration | 9.3 KB | — |
| relay/self_guidance_official_opt_20260919/upstream/Trainer/__init__.py | Configuration | — | |
| relay/self_guidance_official_opt_20260919/upstream/Trainer/abstract_trainer.py | Configuration | 12.6 KB | — |
| relay/self_guidance_official_opt_20260919/upstream/Trainer/cls_trainer.py | Configuration | 20.3 KB | — |
| relay/self_guidance_official_opt_20260919/upstream/Utils/__init__.py | Configuration | — | |
| relay/self_guidance_official_opt_20260919/upstream/Utils/masking_scheduler.py | Configuration | 1.6 KB | — |
| relay/self_guidance_official_opt_20260919/upstream/Utils/utils.py | Configuration | 972 B | — |
| relay/self_guidance_official_opt_20260919/upstream/Utils/viz.py | Configuration | 3.3 KB | — |
| relay/self_guidance_official_opt_20260919/upstream/__init__.py | Configuration | — | |
| relay/self_guidance_official_opt_20260919/upstream/app.py | Configuration | 3.1 KB | — |
| relay/self_guidance_official_opt_20260919/upstream/env.yaml | Configuration | 662 B | — |
| relay/self_guidance_official_opt_20260919/upstream/exemple.py | Configuration | 1.6 KB | — |
| relay/self_guidance_official_opt_20260919/upstream/extract_train_fid.py | Configuration | 2.0 KB | — |
| relay/self_guidance_official_opt_20260919/upstream/extract_vq_features.py | Configuration | 5.3 KB | — |
| relay/self_guidance_official_opt_20260919/upstream/main.py | Configuration | 8.1 KB | — |
| relay/self_guidance_official_opt_20260919/upstream/results/__init__.py | Configuration | — | |
| relay/self_guidance_official_opt_20260919/upstream/saved_networks/__init__.py | Configuration | — | |
| checkpoints/dense_proxy_grid_maskgit_step6000_20260916/README.md | Documentation | 630 B | — |
| h20-titok-bert-20260910/README.md | Documentation | 2.1 KB | — |
| relay/self_guidance_official_opt_20260919/upstream/LICENSE.txt | Documentation | 1.1 KB | — |
| relay/self_guidance_official_opt_20260919/upstream/README.md | Documentation | 11.8 KB | — |
| e117_routes_full_train_e116/route_indices.npy | Other | 328.0 MB | 46d1292bdd2d |
| e117_routes_full_train_e116/route_k.npy | Other | 2.6 MB | 22ba7c287caf |
| e117_routes_full_train_e116/source_indices.npy | Other | 10.2 MB | 8eac26afb61e |
| e117_routes_full_train_e116/written.npy | Other | 2.6 MB | 2f3fe931a353 |
| e117_routes_imagenet_val_e116/route_indices.npy | Other | 6.4 MB | 47a272d534b3 |
| e117_routes_imagenet_val_e116/route_k.npy | Other | 50.1 KB | 7f0264d87dbe |
| e117_routes_imagenet_val_e116/source_indices.npy | Other | 400.1 KB | 184c6990b2cb |
| e117_routes_imagenet_val_e116/written.npy | Other | 50.1 KB | d6ac9da94d63 |
| h20-titok-bert-20260910/codes/train/labels.npy | Other | 2.6 MB | 0c2ddd65bd65 |
| h20-titok-bert-20260910/codes/train/llamagen_codes.npy.parts/00000 | Other | 134.2 MB | 60f2b89ee84c |
| h20-titok-bert-20260910/codes/train/llamagen_codes.npy.parts/00001 | Other | 134.2 MB | eb69be8b62ce |
| h20-titok-bert-20260910/codes/train/llamagen_codes.npy.parts/00002 | Other | 134.2 MB | a5dc84c19f09 |
| h20-titok-bert-20260910/codes/train/llamagen_codes.npy.parts/00003 | Other | 134.2 MB | 70c3fef3692b |
| h20-titok-bert-20260910/codes/train/llamagen_codes.npy.parts/00004 | Other | 134.2 MB | 9280d9bd57bf |
| h20-titok-bert-20260910/codes/train/llamagen_codes.npy.parts/00005 | Other | 134.2 MB | 9b5b46915165 |
| h20-titok-bert-20260910/codes/train/llamagen_codes.npy.parts/00006 | Other | 134.2 MB | 48f5efa87806 |
| h20-titok-bert-20260910/codes/train/llamagen_codes.npy.parts/00007 | Other | 134.2 MB | 5526c14a8a97 |
| h20-titok-bert-20260910/codes/train/llamagen_codes.npy.parts/00008 | Other | 134.2 MB | ac0f4310e669 |
| h20-titok-bert-20260910/codes/train/llamagen_codes.npy.parts/00009 | Other | 104.0 MB | 2dad2fb67265 |
| h20-titok-bert-20260910/codes/train/titok_codes.npy | Other | 164.0 MB | aa10f22d869c |
| h20-titok-bert-20260910/codes/train/written.npy | Other | 1.3 MB | db98a788b153 |
| h20-titok-bert-20260910/codes/val/labels.npy | Other | 100.1 KB | 02324a6ea2eb |
| h20-titok-bert-20260910/codes/val/llamagen_codes.npy | Other | 25.6 MB | e6e1c7af6ddd |
| h20-titok-bert-20260910/codes/val/titok_codes.npy | Other | 3.2 MB | 31c02c5d742e |
| h20-titok-bert-20260910/codes/val/written.npy | Other | 50.1 KB | 9a3ea706eb62 |
| h20-titok-bert-20260910/environment/constraints-h20.txt | Other | 1.5 KB | — |
| h20-titok-bert-20260910/environment/install_h20_environment.sh | Other | 858 B | — |
| h20-titok-bert-20260910/environment/requirements-h20.txt | Other | 298 B | — |
| h20-titok-bert-20260910/resume/latest.safetensors.parts/00000 | Other | 134.2 MB | bab05db6b2f6 |
| h20-titok-bert-20260910/resume/latest.safetensors.parts/00001 | Other | 134.2 MB | dac4003d9480 |
| h20-titok-bert-20260910/resume/latest.safetensors.parts/00002 | Other | 134.2 MB | 22dbd68e4a30 |
| h20-titok-bert-20260910/resume/latest.safetensors.parts/00003 | Other | 134.2 MB | 066c71efb618 |
| h20-titok-bert-20260910/resume/latest.safetensors.parts/00004 | Other | 134.2 MB | 7f2a50ef5117 |
| h20-titok-bert-20260910/resume/latest.safetensors.parts/00005 | Other | 134.2 MB | 55bb7bcbec9e |
| h20-titok-bert-20260910/resume/latest.safetensors.parts/00006 | Other | 134.2 MB | 23a146ede4c5 |
| h20-titok-bert-20260910/resume/latest.safetensors.parts/00007 | Other | 134.2 MB | 65070e417c57 |
| h20-titok-bert-20260910/resume/latest.safetensors.parts/00008 | Other | 134.2 MB | 06c56e872965 |
| h20-titok-bert-20260910/resume/latest.safetensors.parts/00009 | Other | 134.2 MB | 986bc25f44a9 |
| h20-titok-bert-20260910/resume/latest.safetensors.parts/00010 | Other | 134.2 MB | fe5bb72bd5d4 |
| h20-titok-bert-20260910/resume/latest.safetensors.parts/00011 | Other | 134.2 MB | 3a650f8f3693 |
| h20-titok-bert-20260910/resume/latest.safetensors.parts/00012 | Other | 134.2 MB | 5fcbcfc2f3fc |
| h20-titok-bert-20260910/resume/latest.safetensors.parts/00013 | Other | 134.2 MB | 48f2b982dfad |
| h20-titok-bert-20260910/resume/latest.safetensors.parts/00014 | Other | 134.2 MB | d16821682055 |
| h20-titok-bert-20260910/resume/latest.safetensors.parts/00015 | Other | 134.2 MB | 703de7951dde |
| h20-titok-bert-20260910/resume/latest.safetensors.parts/00016 | Other | 134.2 MB | f62b19d6de7e |
| h20-titok-bert-20260910/resume/latest.safetensors.parts/00017 | Other | 134.2 MB | ccaa0bac8e3c |
| h20-titok-bert-20260910/resume/latest.safetensors.parts/00018 | Other | 134.2 MB | c2a71dc628ec |
| h20-titok-bert-20260910/resume/latest.safetensors.parts/00019 | Other | 134.2 MB | ce81a5eaa59e |
| h20-titok-bert-20260910/resume/latest.safetensors.parts/00020 | Other | 134.2 MB | d5f0a00051c2 |
| h20-titok-bert-20260910/resume/latest.safetensors.parts/00021 | Other | 134.2 MB | 999a6741b9a6 |
| h20-titok-bert-20260910/resume/latest.safetensors.parts/00022 | Other | 134.2 MB | 7771edc2724f |
| h20-titok-bert-20260910/resume/latest.safetensors.parts/00023 | Other | 134.2 MB | 4e427e5b9db7 |
| h20-titok-bert-20260910/resume/latest.safetensors.parts/00024 | Other | 20.4 MB | 26996e4bc879 |
| proxy_cache/mot199440_1d_base_rgb_reencoded_train_adm_20260916/partial_world8/proxy_codes.npy | Other | 1.3 GB | e7d71da475e2 |
| proxy_cache/mot199440_1d_base_rgb_reencoded_train_adm_20260916/partial_world8/written_rank0.npy | Other | 320.4 KB | f1a9085617e8 |
| proxy_cache/mot199440_1d_base_rgb_reencoded_train_adm_20260916/partial_world8/written_rank1.npy | Other | 320.4 KB | a25f91e15ec1 |
| proxy_cache/mot199440_1d_base_rgb_reencoded_train_adm_20260916/partial_world8/written_rank2.npy | Other | 320.4 KB | 04df3ec39731 |
| proxy_cache/mot199440_1d_base_rgb_reencoded_train_adm_20260916/partial_world8/written_rank3.npy | Other | 320.4 KB | f1a9085617e8 |
| proxy_cache/mot199440_1d_base_rgb_reencoded_train_adm_20260916/partial_world8/written_rank4.npy | Other | 320.4 KB | a25f91e15ec1 |
| proxy_cache/mot199440_1d_base_rgb_reencoded_train_adm_20260916/partial_world8/written_rank5.npy | Other | 320.4 KB | 04df3ec39731 |
| proxy_cache/mot199440_1d_base_rgb_reencoded_train_adm_20260916/partial_world8/written_rank6.npy | Other | 320.4 KB | e4b68570b67a |
| proxy_cache/mot199440_1d_base_rgb_reencoded_train_adm_20260916/partial_world8/written_rank7.npy | Other | 320.4 KB | 533cd1cd5fee |
| relay/self_guidance_official_opt_20260919/cache/proxy_codes.npy | Other | 1.3 GB | 41a2c0a989ce |
| relay/self_guidance_official_opt_20260919/cache/route_indices.npy | Other | 328.0 MB | 3bf7d40c346c |
| relay/self_guidance_official_opt_20260919/cache/route_k.npy | Other | 2.6 MB | 2b0ea1186de3 |
| relay/self_guidance_official_opt_20260919/cache/source_indices.npy | Other | 10.2 MB | 8eac26afb61e |
| relay/self_guidance_official_opt_20260919/cache/written.npy | Other | 2.6 MB | 2f3fe931a353 |
| relay/self_guidance_official_opt_20260919/relay_probe.txt | Other | 35 B | — |
| relay/self_guidance_official_opt_20260919/upstream/Network/__pycache__/__init__.cpython-310.pyc | Other | 157 B | — |
| relay/self_guidance_official_opt_20260919/upstream/Network/__pycache__/transformer.cpython-310.pyc | Other | 10.5 KB | — |
| relay/self_guidance_official_opt_20260919/upstream/Sampler/__pycache__/__init__.cpython-310.pyc | Other | 184 B | — |
| relay/self_guidance_official_opt_20260919/upstream/Sampler/__pycache__/halton_sampler.cpython-310.pyc | Other | 6.9 KB | — |
| relay/self_guidance_official_opt_20260919/upstream/Utils/__pycache__/__init__.cpython-310.pyc | Other | 182 B | — |
| relay/self_guidance_official_opt_20260919/upstream/Utils/__pycache__/masking_scheduler.cpython-310.pyc | Other | 1.4 KB | — |
| relay/self_guidance_official_opt_20260919/upstream/colab_demo.ipynb | Other | 8.4 KB | — |
| relay/self_guidance_official_opt_20260919/upstream/launch/eval_test_to_img.sh | Other | 1.9 KB | — |
| relay/self_guidance_official_opt_20260919/upstream/launch/extract_imagenet_stats.sh | Other | 430 B | — |
| relay/self_guidance_official_opt_20260919/upstream/launch/run_cls_to_img.sh | Other | 2.2 KB | — |
| relay/self_guidance_official_opt_20260919/upstream/launch/run_extract_feat.sh | Other | 371 B | — |
| relay/self_guidance_official_opt_20260919/upstream/launch/run_txt_to_img.sh | Other | — | |
| relay/self_guidance_official_opt_20260919/upstream/statics/cls2img_halton.png | Other | 1.4 MB | 152440f4466a |
| relay/self_guidance_official_opt_20260919/upstream/statics/its_just_a_frog_cie.png | Other | 99.4 KB | — |
| relay/self_guidance_official_opt_20260919/upstream/statics/txt2img_halton.jpg | Other | 268.7 KB | 222f2061d8a5 |
| .gitattributes | Repository | 5.2 KB | — |
| relay/self_guidance_official_opt_20260919/upstream/.gitignore | Repository | 175 B | — |
License and Download
- License
- Not stated by the source
- Access
- Open weights, no gate
- Download size
- 17.3 GB
Download from Li Chenge
Released by Li Chenge through its official repository on Hugging Face.
Memory Requirements
| Precision | Weights in memory |
|---|---|
| As published | 17.3 GB |
Weights only, from the published parameter count; the key-value cache and runtime add to this.