OpenSeed-Models is an open-weight model from HuLab-LZU, released under cc-by-nc-2.0. Its published files total 9.9 GB.
This repo contains scratch-trained and pre-trained model weights shown in OpenSeed-LZU project. TODO
Parameters—
Context—
Weights8.7 GB
Licensecc-by-nc-2.0
AccessOpen weights
Monthly Downloads—
Model Card
This repo contains scratch-trained and pre-trained model weights shown in OpenSeed-LZU project. TODO
Excerpt from the card by HuLab-LZU, licensed cc-by-nc-2.0.
Identity and Version
- Repository
- HuLab/OpenSeed-Models
- Publisher
- HuLab-LZU
- Task
- Not stated by the source
- Modality
- Other
- Library
- Not stated by the source
- Parameters
- Not stated by the source
- Languages
- en, zh
- Revision
- c877c1a254eb37a8254b6b3822eace0f454f9337
- First published
- 2025-07-04
- Last updated
- 2026-09-20
Files and Weights
86 files, 9.9 GB in total. The weights are 56 files totalling 8.7 GB in ckpt, onnx.
Weights56 files · 8.7 GB
Documentation1 file · 306 B
Other28 files · 1.2 GB
Repository1 file · 3.8 KB
Every file
| File | Type | Size | SHA-256 |
|---|---|---|---|
| pre_trained/onnx/convnext_tiny_seed42.onnx | Weights | 56.8 MB | c96a53428028 |
| pre_trained/onnx/mobilenet_conv_large_seed42.onnx | Weights | 64.2 MB | 9edde8fd8679 |
| pre_trained/onnx/mobilenet_conv_medium_seed42.onnx | Weights | 18.5 MB | c10c8a49e967 |
| pre_trained/onnx/mobilenet_conv_small_seed42.onnx | Weights | 6.7 MB | e4deb819e22c |
| pre_trained/onnx/mobilenet_hybrid_large_seed42.onnx | Weights | 74.9 MB | 87232c91d94b |
| pre_trained/onnx/mobilenet_hybrid_medium_seed42.onnx | Weights | 21.5 MB | 7575e8e87c1e |
| pre_trained/onnx/mobilevit_0.5_seed42.onnx | Weights | 2.8 MB | a8893971020d |
| pre_trained/onnx/mobilevit_1.0_seed42.onnx | Weights | 9.7 MB | 5c2499ab9c73 |
| pre_trained/onnx/mobilevit_1.5_seed42.onnx | Weights | 20.9 MB | 49a9f89621bc |
| pre_trained/onnx/resnet_18_seed42.onnx | Weights | 23.0 MB | af355c278ed2 |
| pre_trained/onnx/resnet_34_seed42.onnx | Weights | 43.3 MB | 62de33d60e2b |
| pre_trained/onnx/resnet_50_seed42.onnx | Weights | 49.7 MB | 3b1d00dd55ec |
| pre_trained/onnx/swin_tiny_seed42.onnx | Weights | 58.1 MB | 55534335bfe8 |
| pre_trained/onnx/vit_b_seed42.onnx | Weights | 172.8 MB | ff4d6ea8c8a6 |
| pre_trained/torch/convnext_tiny_seed42.ckpt | Weights | 340.1 MB | 6d5a1383ffaa |
| pre_trained/torch/mobilenet_conv_large_seed42.ckpt | Weights | 386.9 MB | 539cf5931185 |
| pre_trained/torch/mobilenet_conv_medium_seed42.ckpt | Weights | 112.0 MB | db5062a3cf4a |
| pre_trained/torch/mobilenet_conv_small_seed42.ckpt | Weights | 40.3 MB | 4189352500b6 |
| pre_trained/torch/mobilenet_hybrid_large_seed42.ckpt | Weights | 449.2 MB | c44d0369be1f |
| pre_trained/torch/mobilenet_hybrid_medium_seed42.ckpt | Weights | 128.5 MB | 0cf0a5a7037c |
| pre_trained/torch/mobilevit_0.5_seed42.ckpt | Weights | 15.7 MB | 4e654921dd05 |
| pre_trained/torch/mobilevit_1.0_seed42.ckpt | Weights | 57.0 MB | c037cfc885b0 |
| pre_trained/torch/mobilevit_1.5_seed42.ckpt | Weights | 124.3 MB | 05e92317c900 |
| pre_trained/torch/resnet_18_seed42.ckpt | Weights | 138.3 MB | 467cde8cb4a0 |
| pre_trained/torch/resnet_34_seed42.ckpt | Weights | 259.7 MB | 694ce74d3b27 |
| pre_trained/torch/resnet_50_seed42.ckpt | Weights | 298.7 MB | 63709e22255b |
| pre_trained/torch/swin_tiny_seed42.ckpt | Weights | 336.5 MB | 7fff434d4805 |
| pre_trained/torch/vit_b_seed42.ckpt | Weights | 1.0 GB | 862d871ca400 |
| scratch_trained/onnx/convnext_tiny_seed42.onnx | Weights | 56.8 MB | 691e792a1388 |
| scratch_trained/onnx/mobilenet_conv_large_seed42.onnx | Weights | 64.2 MB | 2214fbcbd352 |
| scratch_trained/onnx/mobilenet_conv_medium_seed42.onnx | Weights | 18.5 MB | d824c3ba43e6 |
| scratch_trained/onnx/mobilenet_conv_small_seed42.onnx | Weights | 6.7 MB | e0f556c4d4c6 |
| scratch_trained/onnx/mobilenet_hybrid_large_seed42.onnx | Weights | 74.9 MB | 6ffa9122d304 |
| scratch_trained/onnx/mobilenet_hybrid_medium_seed42.onnx | Weights | 21.5 MB | a553fd372b07 |
| scratch_trained/onnx/mobilevit_0.5_seed42.onnx | Weights | 2.8 MB | c29575bfbe19 |
| scratch_trained/onnx/mobilevit_1.0_seed42.onnx | Weights | 9.7 MB | 61c4e1b2ab6e |
| scratch_trained/onnx/mobilevit_1.5_seed42.onnx | Weights | 20.9 MB | ff80242b4baa |
| scratch_trained/onnx/resnet_18_seed42.onnx | Weights | 23.0 MB | a25b39a62e4c |
| scratch_trained/onnx/resnet_34_seed42.onnx | Weights | 43.3 MB | b5bc3411499a |
| scratch_trained/onnx/resnet_50_seed42.onnx | Weights | 49.7 MB | d2d959b6939c |
| scratch_trained/onnx/swin_tiny_seed42.onnx | Weights | 58.1 MB | 3b6751bba640 |
| scratch_trained/onnx/vit_b_seed42.onnx | Weights | 172.8 MB | c150d2bc8926 |
| scratch_trained/torch/convnext_tiny_seed42.ckpt | Weights | 340.1 MB | 1da1ba7d73da |
| scratch_trained/torch/mobilenet_conv_large_seed42.ckpt | Weights | 386.9 MB | 48e315adc405 |
| scratch_trained/torch/mobilenet_conv_medium_seed42.ckpt | Weights | 112.0 MB | fa4f921b159c |
| scratch_trained/torch/mobilenet_conv_small_seed42.ckpt | Weights | 40.3 MB | 250bad76abb6 |
| scratch_trained/torch/mobilenet_hybrid_large_seed42.ckpt | Weights | 449.2 MB | ff802830796e |
| scratch_trained/torch/mobilenet_hybrid_medium_seed42.ckpt | Weights | 128.5 MB | 9051b246a68c |
| scratch_trained/torch/mobilevit_0.5_seed42.ckpt | Weights | 15.7 MB | 04f857367406 |
| scratch_trained/torch/mobilevit_1.0_seed42.ckpt | Weights | 57.0 MB | cda8d9ccaa62 |
| scratch_trained/torch/mobilevit_1.5_seed42.ckpt | Weights | 124.3 MB | 355511de0e16 |
| scratch_trained/torch/resnet_18_seed42.ckpt | Weights | 138.3 MB | 60952c743dd5 |
| scratch_trained/torch/resnet_34_seed42.ckpt | Weights | 259.7 MB | 3532f6fc5a45 |
| scratch_trained/torch/resnet_50_seed42.ckpt | Weights | 298.7 MB | c6e467d5d6f6 |
| scratch_trained/torch/swin_tiny_seed42.ckpt | Weights | 336.5 MB | e3ed5f3907cb |
| scratch_trained/torch/vit_b_seed42.ckpt | Weights | 1.0 GB | 6c740beaa265 |
| README.md | Documentation | 306 B | — |
| pre_trained/mnn/convnext_tiny_seed42.mnn | Other | 56.9 MB | 7b23180287f9 |
| pre_trained/mnn/mobilenet_conv_large_seed42.mnn | Other | 64.3 MB | f318a3ed4089 |
| pre_trained/mnn/mobilenet_conv_medium_seed42.mnn | Other | 18.6 MB | 17f52c32a813 |
| pre_trained/mnn/mobilenet_conv_small_seed42.mnn | Other | 6.7 MB | 6f48e5193bbb |
| pre_trained/mnn/mobilenet_hybrid_large_seed42.mnn | Other | 74.9 MB | 76bfe1483dfc |
| pre_trained/mnn/mobilenet_hybrid_medium_seed42.mnn | Other | 21.5 MB | c32096a8507f |
| pre_trained/mnn/mobilevit_0.5_seed42.mnn | Other | 2.7 MB | d1e8f95de6c2 |
| pre_trained/mnn/mobilevit_1.0_seed42.mnn | Other | 9.6 MB | 269e1e5c64f4 |
| pre_trained/mnn/mobilevit_1.5_seed42.mnn | Other | 20.8 MB | 996b66a0d715 |
| pre_trained/mnn/resnet_18_seed42.mnn | Other | 23.0 MB | 963a2928c2bf |
| pre_trained/mnn/resnet_34_seed42.mnn | Other | 43.3 MB | 33243284f307 |
| pre_trained/mnn/resnet_50_seed42.mnn | Other | 49.7 MB | 4ab3d7311624 |
| pre_trained/mnn/swin_tiny_seed42.mnn | Other | 57.8 MB | e2b44683dde0 |
| pre_trained/mnn/vit_b_seed42.mnn | Other | 173.0 MB | 713b2cd219ae |
| scratch_trained/mnn/convnext_tiny_seed42.mnn | Other | 56.9 MB | 007c458d4500 |
| scratch_trained/mnn/mobilenet_conv_large_seed42.mnn | Other | 64.3 MB | ad43b55cd21d |
| scratch_trained/mnn/mobilenet_conv_medium_seed42.mnn | Other | 18.6 MB | f4f015899367 |
| scratch_trained/mnn/mobilenet_conv_small_seed42.mnn | Other | 6.7 MB | ad29334548b3 |
| scratch_trained/mnn/mobilenet_hybrid_large_seed42.mnn | Other | 74.9 MB | d0cd971ba3b8 |
| scratch_trained/mnn/mobilenet_hybrid_medium_seed42.mnn | Other | 21.5 MB | c5cd10a0bfe4 |
| scratch_trained/mnn/mobilevit_0.5_seed42.mnn | Other | 2.7 MB | 1e1dc6fb7a88 |
| scratch_trained/mnn/mobilevit_1.0_seed42.mnn | Other | 9.6 MB | d6883a4254f9 |
| scratch_trained/mnn/mobilevit_1.5_seed42.mnn | Other | 20.8 MB | 0c429b2cb1a8 |
| scratch_trained/mnn/resnet_18_seed42.mnn | Other | 23.0 MB | e1a791f2b6e9 |
| scratch_trained/mnn/resnet_34_seed42.mnn | Other | 43.3 MB | 1b2c0ed9f9b4 |
| scratch_trained/mnn/resnet_50_seed42.mnn | Other | 49.7 MB | 0973b521654d |
| scratch_trained/mnn/swin_tiny_seed42.mnn | Other | 57.8 MB | 071a0d373cbb |
| scratch_trained/mnn/vit_b_seed42.mnn | Other | 173.0 MB | a09b46f529b4 |
| .gitattributes | Repository | 3.8 KB | — |
License and Download
- License
- cc-by-nc-2.0
- Access
- Open weights, no gate
- Download size
- 8.7 GB
Download from HuLab-LZU
Released by HuLab-LZU through its official repository on Hugging Face.
Built From
- Trained on (disclosed) HuLab/OpenSeed-LZU
Memory Requirements
| Precision | Weights in memory |
|---|---|
| As published | 8.7 GB |
Weights only, from the published parameter count; the key-value cache and runtime add to this.
Questions About OpenSeed-Models
What license is OpenSeed-Models released under?
cc-by-nc-2.0, as its publisher declares it. Read the license text before commercial use.