foundational-models is an open-weight model from SagaLore Softworks. Its published files total 34.4 GB. It draws 453 downloads a month.
Parameters—
Context—
Weights30.4 GB
License—
AccessOpen weights
Monthly Downloads453
Model Card
The publisher has not written a card for this model.
Identity and Version
- Repository
- sagalore-softworks/foundational-models
- Publisher
- SagaLore Softworks
- 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
- 426bbd6be843328af0447d53843ea7497effdfd6
- First published
- 2026-05-05
- Last updated
- 2026-09-25
Files and Weights
112 files, 34.4 GB in total. The weights are 31 files totalling 30.4 GB in gguf, onnx.
Weights31 files · 30.4 GB
Configuration45 files · 7.8 MB
Tokenizer6 files · 50.4 MB
Documentation20 files · 219.0 KB
Other9 files · 4.0 GB
Repository1 file · 2.3 KB
Every file
| File | Type | Size | SHA-256 |
|---|---|---|---|
| aesthetic-predictor-v2-5/model.onnx | Weights | 1.7 GB | 42f45cf0a92c |
| birefnet-general/model.onnx | Weights | 489.7 MB | 3654c741eb80 |
| birefnet-lite/model.onnx | Weights | 114.5 MB | d39b897ceb16 |
| birefnet-toonout/model.onnx | Weights | 489.7 MB | e88c4d49fcf8 |
| camie-tagger-v2/camie-tagger-v2.onnx | Weights | 394.7 MB | d818ac90ed80 |
| dinov2-vit-l-14/vision_model.onnx | Weights | 1.2 GB | 865bc0021bb6 |
| distill-q-align-aesthetic-siglip2-base/model.onnx | Weights | 346.0 MB | 4c42ab30d05c |
| distill-q-align-quality-siglip2-base/model.onnx | Weights | 346.0 MB | 67be4d6d4208 |
| florence-2-base-ft/decoder_model.onnx | Weights | 97.8 MB | c529b26bafce |
| florence-2-base-ft/decoder_with_past_model.onnx | Weights | 90.6 MB | edb4ad2c8a65 |
| florence-2-base-ft/embed_tokens.onnx | Weights | 39.4 MB | 6b2258db1c8e |
| florence-2-base-ft/encoder_model.onnx | Weights | 43.7 MB | f4ad7a68f1fb |
| florence-2-base-ft/vision_encoder.onnx | Weights | 93.7 MB | 3b79d54f23f6 |
| florence-2-large-ft/decoder_model.onnx | Weights | 256.8 MB | ab8f1745218d |
| florence-2-large-ft/decoder_with_past_model.onnx | Weights | 231.4 MB | 02a950da82a9 |
| florence-2-large-ft/embed_tokens.onnx | Weights | 52.5 MB | dab1d09ab449 |
| florence-2-large-ft/encoder_model.onnx | Weights | 153.0 MB | 9fe30b02cc8c |
| florence-2-large-ft/vision_encoder.onnx | Weights | 366.4 MB | 0dbf2172ef1d |
| joycaption-beta-one-q4-k-m/mmproj.gguf | Weights | 877.8 MB | 94002cb5c354 |
| joycaption-beta-one-q4-k-m/model.gguf | Weights | 4.9 GB | b896b53d3a91 |
| joycaption-beta-one-q5-k-m/mmproj.gguf | Weights | 877.8 MB | 94002cb5c354 |
| joycaption-beta-one-q5-k-m/model.gguf | Weights | 5.7 GB | 7675cb8e154b |
| joycaption-beta-one-q6-k/mmproj.gguf | Weights | 877.8 MB | 94002cb5c354 |
| joycaption-beta-one-q6-k/model.gguf | Weights | 6.6 GB | 6723d53d7ae3 |
| joytag/model.onnx | Weights | 183.2 MB | e38bf114fd96 |
| pixai-tagger-v0-9/model.onnx | Weights | 636.2 MB | fba5f0020624 |
| qwen3-embedding-0-6b/model_fp16.onnx | Weights | 583.5 KB | f376cf065d91 |
| ram-plus-plus/model.onnx | Weights | 926.0 MB | 99b734bbef8c |
| siglip2-so400m-patch14-384/text_model.onnx | Weights | 599.0 KB | 1be6a35f94aa |
| siglip2-so400m-patch14-384/vision_model.onnx | Weights | 1.7 GB | 7ca661a08aa8 |
| wd-swinv2-tagger-v3/model.onnx | Weights | 467.5 MB | e6774bff34d4 |
| aesthetic-predictor-v2-5/MANIFEST.json | Configuration | 789 B | — |
| aesthetic-predictor-v2-5/preprocessor_config.json | Configuration | 405 B | — |
| birefnet-general/MANIFEST.json | Configuration | 741 B | — |
| birefnet-general/config.json | Configuration | 30 B | — |
| birefnet-general/preprocessor_config.json | Configuration | 391 B | — |
| birefnet-lite/MANIFEST.json | Configuration | 743 B | — |
| birefnet-lite/config.json | Configuration | 81 B | — |
| birefnet-lite/preprocessor_config.json | Configuration | 391 B | — |
| birefnet-toonout/MANIFEST.json | Configuration | 1.0 KB | — |
| birefnet-toonout/config.json | Configuration | 30 B | — |
| birefnet-toonout/preprocessor_config.json | Configuration | 391 B | — |
| camie-tagger-v2/MANIFEST.json | Configuration | 887 B | — |
| camie-tagger-v2/camie-tagger-v2-metadata.json | Configuration | 7.8 MB | — |
| camie-tagger-v2/config.json | Configuration | 527 B | — |
| camie-tagger-v2/config.yaml | Configuration | 480 B | — |
| dinov2-vit-l-14/MANIFEST.json | Configuration | 757 B | — |
| dinov2-vit-l-14/config.json | Configuration | 549 B | — |
| dinov2-vit-l-14/preprocessor_config.json | Configuration | 436 B | — |
| distill-q-align-aesthetic-siglip2-base/MANIFEST.json | Configuration | 680 B | — |
| distill-q-align-aesthetic-siglip2-base/preprocessor_config.json | Configuration | 384 B | — |
| distill-q-align-quality-siglip2-base/MANIFEST.json | Configuration | 676 B | — |
| distill-q-align-quality-siglip2-base/preprocessor_config.json | Configuration | 384 B | — |
| florence-2-base-ft/MANIFEST.json | Configuration | 1.3 KB | — |
| florence-2-base-ft/config.json | Configuration | 5.4 KB | — |
| florence-2-large-ft/MANIFEST.json | Configuration | 1.3 KB | — |
| florence-2-large-ft/config.json | Configuration | 5.5 KB | — |
| joycaption-beta-one-q4-k-m/MANIFEST.json | Configuration | 679 B | — |
| joycaption-beta-one-q5-k-m/MANIFEST.json | Configuration | 679 B | — |
| joycaption-beta-one-q6-k/MANIFEST.json | Configuration | 677 B | — |
| joytag/MANIFEST.json | Configuration | 834 B | — |
| joytag/config.json | Configuration | 330 B | — |
| pixai-tagger-v0-9/MANIFEST.json | Configuration | 1.1 KB | — |
| pixai-tagger-v0-9/categories.json | Configuration | 128 B | — |
| pixai-tagger-v0-9/meta.json | Configuration | 202 B | — |
| pixai-tagger-v0-9/preprocess.json | Configuration | 557 B | — |
| qwen3-embedding-0-6b/MANIFEST.json | Configuration | 1.2 KB | — |
| qwen3-embedding-0-6b/config.json | Configuration | 1.6 KB | — |
| qwen3-embedding-0-6b/special_tokens_map.json | Configuration | 613 B | — |
| ram-plus-plus/MANIFEST.json | Configuration | 1.0 KB | — |
| ram-plus-plus/preprocess.json | Configuration | 233 B | — |
| siglip2-so400m-patch14-384/MANIFEST.json | Configuration | 1.4 KB | — |
| siglip2-so400m-patch14-384/config.json | Configuration | 904 B | — |
| siglip2-so400m-patch14-384/preprocessor_config.json | Configuration | 394 B | — |
| siglip2-so400m-patch14-384/special_tokens_map.json | Configuration | 636 B | — |
| wd-swinv2-tagger-v3/MANIFEST.json | Configuration | 634 B | — |
| aesthetic-predictor-v2-5/LICENSE | Documentation | 34.5 KB | — |
| birefnet-general/LICENSE | Documentation | 1.1 KB | — |
| birefnet-lite/LICENSE | Documentation | 1.1 KB | — |
| birefnet-toonout/LICENSE | Documentation | 1.2 KB | — |
| camie-tagger-v2/LICENSE | Documentation | 35.8 KB | — |
| dinov2-vit-l-14/LICENSE | Documentation | 11.8 KB | — |
| distill-q-align-aesthetic-siglip2-base/LICENSE | Documentation | 11.5 KB | — |
| distill-q-align-quality-siglip2-base/LICENSE | Documentation | 11.5 KB | — |
| florence-2-base-ft/LICENSE | Documentation | 1.1 KB | — |
| florence-2-large-ft/LICENSE | Documentation | 1.1 KB | — |
| joycaption-beta-one-q4-k-m/LICENSE | Documentation | 12.8 KB | — |
| joycaption-beta-one-q5-k-m/LICENSE | Documentation | 12.8 KB | — |
| joycaption-beta-one-q6-k/LICENSE | Documentation | 12.8 KB | — |
| joytag/LICENSE | Documentation | 10.8 KB | — |
| pixai-tagger-v0-9/LICENSE | Documentation | 10.9 KB | — |
| qwen3-embedding-0-6b/LICENSE | Documentation | 12.0 KB | — |
| ram-plus-plus/CONVERSION_NOTES.md | Documentation | 2.4 KB | — |
| ram-plus-plus/LICENSE | Documentation | 11.2 KB | — |
| siglip2-so400m-patch14-384/LICENSE | Documentation | 12.0 KB | — |
| wd-swinv2-tagger-v3/LICENSE | Documentation | 10.8 KB | — |
| joytag/tag_namespaces.txt | Other | 51.9 KB | — |
| joytag/top_tags.txt | Other | 76.8 KB | — |
| pixai-tagger-v0-9/selected_tags.csv | Other | 596.9 KB | — |
| pixai-tagger-v0-9/thresholds.csv | Other | 55 B | — |
| qwen3-embedding-0-6b/model_fp16.onnx_data | Other | 1.2 GB | 06fbfded3016 |
| ram-plus-plus/ram_tag_list.txt | Other | 41.9 KB | — |
| ram-plus-plus/ram_tag_list_threshold.txt | Other | 22.0 KB | — |
| siglip2-so400m-patch14-384/text_model.onnx_data | Other | 2.8 GB | ab0cf5e72daf |
| wd-swinv2-tagger-v3/selected_tags.csv | Other | 308.5 KB | — |
| .gitattributes | Repository | 2.3 KB | — |
| florence-2-base-ft/tokenizer.json | Tokenizer | 2.3 MB | — |
| florence-2-large-ft/tokenizer.json | Tokenizer | 2.3 MB | — |
| qwen3-embedding-0-6b/tokenizer.json | Tokenizer | 11.4 MB | def76fb08697 |
| qwen3-embedding-0-6b/tokenizer_config.json | Tokenizer | 9.7 KB | — |
| siglip2-so400m-patch14-384/tokenizer.json | Tokenizer | 34.4 MB | cb9140fae3ac |
| siglip2-so400m-patch14-384/tokenizer_config.json | Tokenizer | 47.2 KB | — |
License and Download
- License
- Not stated by the source
- Access
- Open weights, no gate
- Download size
- 30.4 GB
Download from SagaLore Softworks
Released by SagaLore Softworks through its official repository on Hugging Face.
Memory Requirements
| Precision | Weights in memory |
|---|---|
| As published | 30.4 GB |
Weights only, from the published parameter count; the key-value cache and runtime add to this.