Instructions to use SimpleTuner/moss-image-LoRA-experiments with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Diffusers
How to use SimpleTuner/moss-image-LoRA-experiments with Diffusers:
pip install -U diffusers transformers accelerate
import torch from diffusers import DiffusionPipeline # switch to "mps" for apple devices pipe = DiffusionPipeline.from_pretrained("OpenMOSS-Team/MOSS-Image-Base", dtype=torch.bfloat16, device_map="cuda") pipe.load_lora_weights("SimpleTuner/moss-image-LoRA-experiments") 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
Publish MOSS-Image experiment recipes, adapter checkpoints, and validation previews
Browse files- README.md +2 -2
- manifest.json +4 -4
- recipes/json-base-512/prompts.json +4 -4
- recipes/json-sft-512/prompts.json +4 -4
README.md
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@@ -48,5 +48,5 @@ the JSON runs use the shared schema implementation from [PR #3273](https://githu
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| [base-1024](https://huggingface.co/SimpleTuner/moss-image-base-domokun-1024) | 10,000 / 10,000 | [10,000](https://huggingface.co/SimpleTuner/moss-image-base-domokun-1024/tree/main/checkpoint-10000) | completed |
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| [sft-512](https://huggingface.co/SimpleTuner/moss-image-sft-domokun-512) | 10,000 / 10,000 | [10,000](https://huggingface.co/SimpleTuner/moss-image-sft-domokun-512/tree/main/checkpoint-10000) | completed |
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| [sft-1024](https://huggingface.co/SimpleTuner/moss-image-sft-domokun-1024) | 10,000 / 10,000 | [10,000](https://huggingface.co/SimpleTuner/moss-image-sft-domokun-1024/tree/main/checkpoint-10000) | completed |
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| [json-base-512](https://huggingface.co/SimpleTuner/moss-image-base-domokun-json-512) | 0 / 10,000 | β |
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| [json-sft-512](https://huggingface.co/SimpleTuner/moss-image-sft-domokun-json-512) | 0 / 10,000 | β |
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| [base-1024](https://huggingface.co/SimpleTuner/moss-image-base-domokun-1024) | 10,000 / 10,000 | [10,000](https://huggingface.co/SimpleTuner/moss-image-base-domokun-1024/tree/main/checkpoint-10000) | completed |
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| [sft-512](https://huggingface.co/SimpleTuner/moss-image-sft-domokun-512) | 10,000 / 10,000 | [10,000](https://huggingface.co/SimpleTuner/moss-image-sft-domokun-512/tree/main/checkpoint-10000) | completed |
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| [sft-1024](https://huggingface.co/SimpleTuner/moss-image-sft-domokun-1024) | 10,000 / 10,000 | [10,000](https://huggingface.co/SimpleTuner/moss-image-sft-domokun-1024/tree/main/checkpoint-10000) | completed |
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| [json-base-512](https://huggingface.co/SimpleTuner/moss-image-base-domokun-json-512) | 0 / 10,000 | β | initializing |
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| [json-sft-512](https://huggingface.co/SimpleTuner/moss-image-sft-domokun-json-512) | 0 / 10,000 | β | initializing |
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manifest.json
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"repo_id": "SimpleTuner/moss-image-base-domokun-json-512",
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"flavour": "base",
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"resolution": 512,
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"status": "
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"observed_step": 0,
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"checkpoints": {},
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"revision": "
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},
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{
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"name": "json-sft-512",
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"repo_id": "SimpleTuner/moss-image-sft-domokun-json-512",
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"flavour": "sft",
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"resolution": 512,
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"status": "
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"observed_step": 0,
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"checkpoints": {},
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"revision": "
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}
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]
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}
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"repo_id": "SimpleTuner/moss-image-base-domokun-json-512",
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"flavour": "base",
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"resolution": 512,
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"status": "initializing",
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"observed_step": 0,
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"checkpoints": {},
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"revision": "e8e17b7ccc8d50b095fe6e277603e628c47c7c38"
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},
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{
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"name": "json-sft-512",
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"repo_id": "SimpleTuner/moss-image-sft-domokun-json-512",
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"flavour": "sft",
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"resolution": 512,
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"status": "initializing",
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"observed_step": 0,
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"checkpoints": {},
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"revision": "73bb062fd564e0c025709065a63d5e1364155d54"
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}
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]
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}
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recipes/json-base-512/prompts.json
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{
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"studio": "A studio photograph of π« standing on a wooden table, soft window light, with the entire character visible against a pale gray background.",
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"garden": "A photograph of π« standing in a sunny garden surrounded by flowers, natural colors and a softly blurred background.",
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"astronaut": "An illustration of π« wearing a white astronaut suit on the surface of the moon, Earth visible in the sky.",
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"retention": "A photograph of a cobalt blue ceramic teapot on a wooden table beside a window, soft natural light."
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}
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{
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"studio": "{\"summary\":{\"meta\":[\"studio photograph\",\"soft window light\"],\"canvas\":\"single\",\"caption\":\"A studio photograph of π« standing on a wooden table, soft window light, with the entire character visible against a pale gray background.\",\"palette\":[\"pale gray\",\"wooden brown\",\"soft white\"]},\"items\":[{\"label\":\"character\",\"caption\":\"π« standing on a wooden table\",\"bbox\":[-180,-50,120,50],\"tags\":[\"standing\",\"full body\"]},{\"label\":\"object\",\"caption\":\"wooden table\",\"bbox\":[100,-200,240,200],\"tags\":[\"furniture\",\"wood\"],\"palette\":[\"brown\"]}],\"bbox_coord_space\":\"abs_centralized\",\"bbox_format\":\"yxyx\"}",
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"garden": "{\"summary\":{\"canvas\":\"single\",\"caption\":\"A photograph of π« standing in a sunny garden surrounded by flowers, natural colors and a softly blurred background.\",\"palette\":[\"green\",\"yellow\",\"brown\",\"blue\"]},\"items\":[{\"label\":\"character\",\"caption\":\"π« standing in a sunny garden\",\"bbox\":[-150,-40,150,40],\"palette\":[\"brown\",\"beige\"]},{\"label\":\"object\",\"caption\":\"flowers surrounding the subject\",\"bbox\":[-200,-200,200,200],\"palette\":[\"green\",\"yellow\",\"pink\"]}],\"bbox_coord_space\":\"abs_centralized\",\"bbox_format\":\"yxyx\"}",
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"astronaut": "{\"summary\":{\"canvas\":\"single\",\"caption\":\"An illustration of π« wearing a white astronaut suit on the surface of the moon, Earth visible in the sky. The composition features the figure standing on grey lunar terrain with a black sky background, illuminated by stark lighting typical of space environments.\",\"palette\":[\"white\",\"grey\",\"black\",\"blue\",\"green\"]},\"items\":[{\"label\":\"character\",\"caption\":\"π« wearing a white astronaut suit\",\"bbox\":[-120,-40,120,40]},{\"label\":\"object\",\"caption\":\"Grey lunar surface terrain\",\"bbox\":[80,-256,256,256]},{\"label\":\"object\",\"caption\":\"Earth visible in the sky\",\"bbox\":[-256,150,-100,250]}],\"bbox_coord_space\":\"abs_centralized\",\"bbox_format\":\"yxyx\"}",
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"retention": "{\"summary\":{\"canvas\":\"single\",\"caption\":\"A photograph of a cobalt blue ceramic teapot on a wooden table beside a window, soft natural light.\",\"palette\":[\"cobalt blue\",\"wood brown\",\"soft white\"]},\"items\":[{\"label\":\"object\",\"caption\":\"cobalt blue ceramic teapot\",\"bbox\":[-80,-40,80,40],\"palette\":[\"cobalt blue\",\"ceramic white\"]},{\"label\":\"object\",\"caption\":\"wooden table\",\"bbox\":[60,-256,256,256],\"palette\":[\"wood brown\"]},{\"label\":\"object\",\"caption\":\"window\",\"bbox\":[-256,-256,0,256],\"palette\":[\"soft white\",\"glass grey\"]}],\"bbox_coord_space\":\"abs_centralized\",\"bbox_format\":\"yxyx\"}"
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}
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recipes/json-sft-512/prompts.json
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{
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"studio": "A studio photograph of π« standing on a wooden table, soft window light, with the entire character visible against a pale gray background.",
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"garden": "A photograph of π« standing in a sunny garden surrounded by flowers, natural colors and a softly blurred background.",
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"astronaut": "An illustration of π« wearing a white astronaut suit on the surface of the moon, Earth visible in the sky.",
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"retention": "A photograph of a cobalt blue ceramic teapot on a wooden table beside a window, soft natural light."
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}
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{
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"studio": "{\"summary\":{\"meta\":[\"studio photograph\",\"soft window light\"],\"canvas\":\"single\",\"caption\":\"A studio photograph of π« standing on a wooden table, soft window light, with the entire character visible against a pale gray background.\",\"palette\":[\"pale gray\",\"wooden brown\",\"soft white\"]},\"items\":[{\"label\":\"character\",\"caption\":\"π« standing on a wooden table\",\"bbox\":[-180,-50,120,50],\"tags\":[\"standing\",\"full body\"]},{\"label\":\"object\",\"caption\":\"wooden table\",\"bbox\":[100,-200,240,200],\"tags\":[\"furniture\",\"wood\"],\"palette\":[\"brown\"]}],\"bbox_coord_space\":\"abs_centralized\",\"bbox_format\":\"yxyx\"}",
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"garden": "{\"summary\":{\"canvas\":\"single\",\"caption\":\"A photograph of π« standing in a sunny garden surrounded by flowers, natural colors and a softly blurred background.\",\"palette\":[\"green\",\"yellow\",\"brown\",\"blue\"]},\"items\":[{\"label\":\"character\",\"caption\":\"π« standing in a sunny garden\",\"bbox\":[-150,-40,150,40],\"palette\":[\"brown\",\"beige\"]},{\"label\":\"object\",\"caption\":\"flowers surrounding the subject\",\"bbox\":[-200,-200,200,200],\"palette\":[\"green\",\"yellow\",\"pink\"]}],\"bbox_coord_space\":\"abs_centralized\",\"bbox_format\":\"yxyx\"}",
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"astronaut": "{\"summary\":{\"canvas\":\"single\",\"caption\":\"An illustration of π« wearing a white astronaut suit on the surface of the moon, Earth visible in the sky. The composition features the figure standing on grey lunar terrain with a black sky background, illuminated by stark lighting typical of space environments.\",\"palette\":[\"white\",\"grey\",\"black\",\"blue\",\"green\"]},\"items\":[{\"label\":\"character\",\"caption\":\"π« wearing a white astronaut suit\",\"bbox\":[-120,-40,120,40]},{\"label\":\"object\",\"caption\":\"Grey lunar surface terrain\",\"bbox\":[80,-256,256,256]},{\"label\":\"object\",\"caption\":\"Earth visible in the sky\",\"bbox\":[-256,150,-100,250]}],\"bbox_coord_space\":\"abs_centralized\",\"bbox_format\":\"yxyx\"}",
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"retention": "{\"summary\":{\"canvas\":\"single\",\"caption\":\"A photograph of a cobalt blue ceramic teapot on a wooden table beside a window, soft natural light.\",\"palette\":[\"cobalt blue\",\"wood brown\",\"soft white\"]},\"items\":[{\"label\":\"object\",\"caption\":\"cobalt blue ceramic teapot\",\"bbox\":[-80,-40,80,40],\"palette\":[\"cobalt blue\",\"ceramic white\"]},{\"label\":\"object\",\"caption\":\"wooden table\",\"bbox\":[60,-256,256,256],\"palette\":[\"wood brown\"]},{\"label\":\"object\",\"caption\":\"window\",\"bbox\":[-256,-256,0,256],\"palette\":[\"soft white\",\"glass grey\"]}],\"bbox_coord_space\":\"abs_centralized\",\"bbox_format\":\"yxyx\"}"
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}
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