Text-to-Image
Diffusers
Safetensors
StableDiffusionXLPipeline
stable-diffusion
distilled-model
fp16
optima-tools
Instructions to use optima-tools-ch/image-low with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Diffusers
How to use optima-tools-ch/image-low with Diffusers:
pip install -U diffusers transformers accelerate
import torch from diffusers import DiffusionPipeline # switch to "mps" for apple devices pipe = DiffusionPipeline.from_pretrained("optima-tools-ch/image-low", dtype=torch.bfloat16, device_map="cuda") prompt = "Astronaut in a jungle, cold color palette, muted colors, detailed, 8k" image = pipe(prompt).images[0] - Notebooks
- Google Colab
- Kaggle
- Local Apps Settings
- Draw Things
- DiffusionBee
Download SOURCE.json from optima-tools-ch/image-low: direct link, hf CLI and curl.
- Browser
- Download file 11 kB
-
https://huggingface.co/optima-tools-ch/image-low/resolve/main/SOURCE.json
- Command line
-
hf download hf://optima-tools-ch/image-low/SOURCE.json
-
curl -L -o SOURCE.json https://huggingface.co/optima-tools-ch/image-low/resolve/main/SOURCE.json
11 kB
| { | |
| "schemaVersion": 1, | |
| "preparedAt": "2026-10-27T20:54:17.211Z", | |
| "preparedBy": "Optima Tools (optima-tools-ch)", | |
| "package": { | |
| "id": "image.low", | |
| "repository": "optima-tools-ch/image-low", | |
| "usage": "Génération d'images", | |
| "level": "low", | |
| "label": "Génération d'images — Low", | |
| "name": "SSD-1B (Segmind Stable Diffusion 1B) — pipeline Diffusers, poids FP16" | |
| }, | |
| "source": { | |
| "host": "huggingface.co", | |
| "repository": "segmind/SSD-1B", | |
| "revision": "60987f37e94cd59c36b1cba832b9f97b57395a10", | |
| "url": "https://huggingface.co/segmind/SSD-1B/tree/60987f37e94cd59c36b1cba832b9f97b57395a10", | |
| "license": "Apache-2.0", | |
| "licenseUrl": "https://www.apache.org/licenses/LICENSE-2.0.txt" | |
| }, | |
| "transfer": { | |
| "method": "Duplication des fichiers LFS côté serveur Hugging Face (copie par empreinte), puis commit ; petits fichiers téléchargés, vérifiés par SHA-256 et ajoutés au même commit", | |
| "downloadedLocally": false, | |
| "uploadedFromLocal": false, | |
| "modifiedContent": false, | |
| "renamedFiles": 4 | |
| }, | |
| "verification": { | |
| "largeFiles": "SHA-256 = oid LFS lu dans les métadonnées Hugging Face, identique sur la source et la destination ; non recalculé localement", | |
| "smallFiles": "SHA-256 calculé sur le contenu téléchargé de la source et de la destination (identiques)", | |
| "verifiedAt": "2026-10-27T20:54:17.211Z", | |
| "executionTestedInOt": false | |
| }, | |
| "files": [ | |
| { | |
| "path": "model_index.json", | |
| "sourcePath": "model_index.json", | |
| "renamed": false, | |
| "sizeBytes": 577, | |
| "sha256": "2f4d71b6da5648627b9a2848b7f430d2294e95abbc5d3282dddd438bf8b466da", | |
| "sha256Origin": "computed-from-content", | |
| "sourceUrl": "https://huggingface.co/segmind/SSD-1B/resolve/60987f37e94cd59c36b1cba832b9f97b57395a10/model_index.json" | |
| }, | |
| { | |
| "path": "scheduler/scheduler_config.json", | |
| "sourcePath": "scheduler/scheduler_config.json", | |
| "renamed": false, | |
| "sizeBytes": 474, | |
| "sha256": "e0140f54cf0f8a5fb1cf8140caa95c1e733b6d9fa45c5e859aae43f3b9a45648", | |
| "sha256Origin": "computed-from-content", | |
| "sourceUrl": "https://huggingface.co/segmind/SSD-1B/resolve/60987f37e94cd59c36b1cba832b9f97b57395a10/scheduler/scheduler_config.json" | |
| }, | |
| { | |
| "path": "text_encoder/config.json", | |
| "sourcePath": "text_encoder/config.json", | |
| "renamed": false, | |
| "sizeBytes": 560, | |
| "sha256": "32d8cadf544d77c231efa1381145ac7e8f4cc88f581455c3c5f6369364474c83", | |
| "sha256Origin": "computed-from-content", | |
| "sourceUrl": "https://huggingface.co/segmind/SSD-1B/resolve/60987f37e94cd59c36b1cba832b9f97b57395a10/text_encoder/config.json" | |
| }, | |
| { | |
| "path": "text_encoder/model.safetensors", | |
| "sourcePath": "text_encoder/model.fp16.safetensors", | |
| "renamed": true, | |
| "sizeBytes": 246144864, | |
| "sha256": "5487ea0eee9c9a9bff8abd097908d4deff3ae1fa87b3b67397f8b9538139d447", | |
| "sha256Origin": "hf-lfs-metadata", | |
| "sourceUrl": "https://huggingface.co/segmind/SSD-1B/resolve/60987f37e94cd59c36b1cba832b9f97b57395a10/text_encoder/model.fp16.safetensors" | |
| }, | |
| { | |
| "path": "text_encoder_2/config.json", | |
| "sourcePath": "text_encoder_2/config.json", | |
| "renamed": false, | |
| "sizeBytes": 570, | |
| "sha256": "79b0f15ad762cf9c2992d50f9679d08c6cb477a50c88d41e216fc2d886e37abb", | |
| "sha256Origin": "computed-from-content", | |
| "sourceUrl": "https://huggingface.co/segmind/SSD-1B/resolve/60987f37e94cd59c36b1cba832b9f97b57395a10/text_encoder_2/config.json" | |
| }, | |
| { | |
| "path": "text_encoder_2/model.safetensors", | |
| "sourcePath": "text_encoder_2/model.fp16.safetensors", | |
| "renamed": true, | |
| "sizeBytes": 1389382880, | |
| "sha256": "d3df577f6e3799c8e1bd9b40e30133710e02e8e25d0ce48cdcc790e7dfe12d6d", | |
| "sha256Origin": "hf-lfs-metadata", | |
| "sourceUrl": "https://huggingface.co/segmind/SSD-1B/resolve/60987f37e94cd59c36b1cba832b9f97b57395a10/text_encoder_2/model.fp16.safetensors" | |
| }, | |
| { | |
| "path": "tokenizer/merges.txt", | |
| "sourcePath": "tokenizer/merges.txt", | |
| "renamed": false, | |
| "sizeBytes": 524619, | |
| "sha256": "9fd691f7c8039210e0fced15865466c65820d09b63988b0174bfe25de299051a", | |
| "sha256Origin": "computed-from-content", | |
| "sourceUrl": "https://huggingface.co/segmind/SSD-1B/resolve/60987f37e94cd59c36b1cba832b9f97b57395a10/tokenizer/merges.txt" | |
| }, | |
| { | |
| "path": "tokenizer/special_tokens_map.json", | |
| "sourcePath": "tokenizer/special_tokens_map.json", | |
| "renamed": false, | |
| "sizeBytes": 472, | |
| "sha256": "c4864a9376a8401918425bed71fc14fc0e81f9b59ec45c1cf96cccb2df508eac", | |
| "sha256Origin": "computed-from-content", | |
| "sourceUrl": "https://huggingface.co/segmind/SSD-1B/resolve/60987f37e94cd59c36b1cba832b9f97b57395a10/tokenizer/special_tokens_map.json" | |
| }, | |
| { | |
| "path": "tokenizer/tokenizer_config.json", | |
| "sourcePath": "tokenizer/tokenizer_config.json", | |
| "renamed": false, | |
| "sizeBytes": 737, | |
| "sha256": "19d7b034cb0cc3ce9766c2231373ab8aa8991fc72e2c8f76558bfaae3de0d563", | |
| "sha256Origin": "computed-from-content", | |
| "sourceUrl": "https://huggingface.co/segmind/SSD-1B/resolve/60987f37e94cd59c36b1cba832b9f97b57395a10/tokenizer/tokenizer_config.json" | |
| }, | |
| { | |
| "path": "tokenizer/vocab.json", | |
| "sourcePath": "tokenizer/vocab.json", | |
| "renamed": false, | |
| "sizeBytes": 1059962, | |
| "sha256": "e089ad92ba36837a0d31433e555c8f45fe601ab5c221d4f607ded32d9f7a4349", | |
| "sha256Origin": "computed-from-content", | |
| "sourceUrl": "https://huggingface.co/segmind/SSD-1B/resolve/60987f37e94cd59c36b1cba832b9f97b57395a10/tokenizer/vocab.json" | |
| }, | |
| { | |
| "path": "tokenizer_2/merges.txt", | |
| "sourcePath": "tokenizer_2/merges.txt", | |
| "renamed": false, | |
| "sizeBytes": 524619, | |
| "sha256": "9fd691f7c8039210e0fced15865466c65820d09b63988b0174bfe25de299051a", | |
| "sha256Origin": "computed-from-content", | |
| "sourceUrl": "https://huggingface.co/segmind/SSD-1B/resolve/60987f37e94cd59c36b1cba832b9f97b57395a10/tokenizer_2/merges.txt" | |
| }, | |
| { | |
| "path": "tokenizer_2/special_tokens_map.json", | |
| "sourcePath": "tokenizer_2/special_tokens_map.json", | |
| "renamed": false, | |
| "sizeBytes": 460, | |
| "sha256": "f118ab3a983206e4f32583448de6bd6aae4ee21869135cef1f5848a753cdaab6", | |
| "sha256Origin": "computed-from-content", | |
| "sourceUrl": "https://huggingface.co/segmind/SSD-1B/resolve/60987f37e94cd59c36b1cba832b9f97b57395a10/tokenizer_2/special_tokens_map.json" | |
| }, | |
| { | |
| "path": "tokenizer_2/tokenizer_config.json", | |
| "sourcePath": "tokenizer_2/tokenizer_config.json", | |
| "renamed": false, | |
| "sizeBytes": 725, | |
| "sha256": "c9d23941f76a41cbd50eda9290f57be7828f0a7a677939e9ef181f7e12bd1bdf", | |
| "sha256Origin": "computed-from-content", | |
| "sourceUrl": "https://huggingface.co/segmind/SSD-1B/resolve/60987f37e94cd59c36b1cba832b9f97b57395a10/tokenizer_2/tokenizer_config.json" | |
| }, | |
| { | |
| "path": "tokenizer_2/vocab.json", | |
| "sourcePath": "tokenizer_2/vocab.json", | |
| "renamed": false, | |
| "sizeBytes": 1059962, | |
| "sha256": "e089ad92ba36837a0d31433e555c8f45fe601ab5c221d4f607ded32d9f7a4349", | |
| "sha256Origin": "computed-from-content", | |
| "sourceUrl": "https://huggingface.co/segmind/SSD-1B/resolve/60987f37e94cd59c36b1cba832b9f97b57395a10/tokenizer_2/vocab.json" | |
| }, | |
| { | |
| "path": "unet/config.json", | |
| "sourcePath": "unet/config.json", | |
| "renamed": false, | |
| "sizeBytes": 1768, | |
| "sha256": "34e7893a088737536ce0accd3f9d891c01d092886f88bbfa64a9091cb2501d13", | |
| "sha256Origin": "computed-from-content", | |
| "sourceUrl": "https://huggingface.co/segmind/SSD-1B/resolve/60987f37e94cd59c36b1cba832b9f97b57395a10/unet/config.json" | |
| }, | |
| { | |
| "path": "unet/diffusion_pytorch_model.safetensors", | |
| "sourcePath": "unet/diffusion_pytorch_model.fp16.safetensors", | |
| "renamed": true, | |
| "sizeBytes": 2662790608, | |
| "sha256": "40d8ea9159f3e875278dacc7879442d58c45850cf13c62f5e26681061c51829a", | |
| "sha256Origin": "hf-lfs-metadata", | |
| "sourceUrl": "https://huggingface.co/segmind/SSD-1B/resolve/60987f37e94cd59c36b1cba832b9f97b57395a10/unet/diffusion_pytorch_model.fp16.safetensors" | |
| }, | |
| { | |
| "path": "vae/config.json", | |
| "sourcePath": "vae/config.json", | |
| "renamed": false, | |
| "sizeBytes": 602, | |
| "sha256": "2e425cbde02bdb63e43e8d49db7e14a941a76bb7b2058761200c72dc3d6344fd", | |
| "sha256Origin": "computed-from-content", | |
| "sourceUrl": "https://huggingface.co/segmind/SSD-1B/resolve/60987f37e94cd59c36b1cba832b9f97b57395a10/vae/config.json" | |
| }, | |
| { | |
| "path": "vae/diffusion_pytorch_model.safetensors", | |
| "sourcePath": "vae/diffusion_pytorch_model.fp16.safetensors", | |
| "renamed": true, | |
| "sizeBytes": 167335342, | |
| "sha256": "6353737672c94b96174cb590f711eac6edf2fcce5b6e91aa9d73c5adc589ee48", | |
| "sha256Origin": "hf-lfs-metadata", | |
| "sourceUrl": "https://huggingface.co/segmind/SSD-1B/resolve/60987f37e94cd59c36b1cba832b9f97b57395a10/vae/diffusion_pytorch_model.fp16.safetensors" | |
| } | |
| ], | |
| "renames": [ | |
| { | |
| "from": "text_encoder/model.fp16.safetensors", | |
| "to": "text_encoder/model.safetensors", | |
| "contentModified": false | |
| }, | |
| { | |
| "from": "text_encoder_2/model.fp16.safetensors", | |
| "to": "text_encoder_2/model.safetensors", | |
| "contentModified": false | |
| }, | |
| { | |
| "from": "unet/diffusion_pytorch_model.fp16.safetensors", | |
| "to": "unet/diffusion_pytorch_model.safetensors", | |
| "contentModified": false | |
| }, | |
| { | |
| "from": "vae/diffusion_pytorch_model.fp16.safetensors", | |
| "to": "vae/diffusion_pytorch_model.safetensors", | |
| "contentModified": false | |
| } | |
| ], | |
| "notCopiedFromSource": [ | |
| { | |
| "path": "SSD-1B.safetensors, SSD-1B-A1111.safetensors, SSD-1B-modelspec.safetensors", | |
| "reason": "fichiers autonomes, inutiles au pipeline Diffusers choisi" | |
| }, | |
| { | |
| "path": "text_encoder/model.safetensors, text_encoder_2/model.safetensors, unet/diffusion_pytorch_model.safetensors, vae/diffusion_pytorch_model.safetensors (variantes FP32 de la source)", | |
| "reason": "variantes FP32 non demandées ; les poids FP16 sont livrés à leur place" | |
| } | |
| ], | |
| "documents": [ | |
| { | |
| "path": "README-source.md", | |
| "origin": "https://huggingface.co/segmind/SSD-1B/resolve/60987f37e94cd59c36b1cba832b9f97b57395a10/README.md", | |
| "sizeBytes": 10772, | |
| "sha256": "3a87428a74ab83b664916e7d3242beb970951e4ca26296924c60191a6592636a", | |
| "gitBlobId": "b1cacae0faae2aa635228b1cd1ea59ec4993ef5a", | |
| "note": "Fiche officielle de la révision source, copie identique" | |
| }, | |
| { | |
| "path": "LICENSE", | |
| "origin": "https://www.apache.org/licenses/LICENSE-2.0.txt", | |
| "sizeBytes": 11358, | |
| "sha256": "cfc7749b96f63bd31c3c42b5c471bf756814053e847c10f3eb003417bc523d30", | |
| "note": "Texte officiel de la licence Apache 2.0" | |
| } | |
| ] | |
| } | |