Instructions to use neulab/t-dig with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- PEFT
How to use neulab/t-dig with PEFT:
Task type is invalid.
- Notebooks
- Google Colab
- Kaggle
Download checkpoints.json from neulab/t-dig: direct link, hf CLI and curl.
- Browser
- Download file 10.6 kB
-
https://huggingface.co/neulab/t-dig/resolve/main/checkpoints.json
- Command line
-
hf download hf://neulab/t-dig/checkpoints.json
-
curl -L -o checkpoints.json https://huggingface.co/neulab/t-dig/resolve/main/checkpoints.json
10.6 kB
| [ | |
| { | |
| "path": "flux2-klein-9b/4b-generate", | |
| "renderer": "flux2-klein-9b", | |
| "base_model": "Qwen/Qwen3.5-4B", | |
| "task": "generation", | |
| "training_update": 750, | |
| "selection_note": null, | |
| "heldout": { | |
| "D_a": 0.4404, | |
| "VQAScore": 0.8534, | |
| "ImageReward": 1.11, | |
| "HPSv3": 12.617, | |
| "pct_prompts_adding_unrequested_people": 7.3, | |
| "pct_completions_requesting_text": 4.7 | |
| } | |
| }, | |
| { | |
| "path": "flux2-klein-9b/9b-generate", | |
| "renderer": "flux2-klein-9b", | |
| "base_model": "Qwen/Qwen3.5-9B", | |
| "task": "generation", | |
| "training_update": 900, | |
| "selection_note": null, | |
| "heldout": { | |
| "D_a": 0.4332, | |
| "VQAScore": 0.8574, | |
| "ImageReward": 1.094, | |
| "HPSv3": 12.386, | |
| "pct_prompts_adding_unrequested_people": 7.5, | |
| "pct_completions_requesting_text": 4.0 | |
| } | |
| }, | |
| { | |
| "path": "flux2-klein-9b/35b-a3b-generate", | |
| "renderer": "flux2-klein-9b", | |
| "base_model": "Qwen/Qwen3.5-35B-A3B", | |
| "task": "generation", | |
| "training_update": 750, | |
| "selection_note": null, | |
| "heldout": { | |
| "D_a": 0.4263, | |
| "VQAScore": 0.8542, | |
| "ImageReward": 1.094, | |
| "HPSv3": 12.613, | |
| "pct_prompts_adding_unrequested_people": 8.5, | |
| "pct_completions_requesting_text": 3.8 | |
| } | |
| }, | |
| { | |
| "path": "flux2-klein-9b/4b-edit", | |
| "renderer": "flux2-klein-9b", | |
| "base_model": "Qwen/Qwen3.5-4B", | |
| "task": "editing", | |
| "training_update": 400, | |
| "selection_note": null, | |
| "heldout": { | |
| "D_a": 0.3828, | |
| "VQAScore": 0.8445, | |
| "ImageReward": 1.195, | |
| "HPSv3": 12.307, | |
| "pct_prompts_adding_unrequested_people": 3.1, | |
| "pct_completions_requesting_text": 5.0 | |
| } | |
| }, | |
| { | |
| "path": "flux2-klein-9b/9b-edit", | |
| "renderer": "flux2-klein-9b", | |
| "base_model": "Qwen/Qwen3.5-9B", | |
| "task": "editing", | |
| "training_update": 550, | |
| "selection_note": null, | |
| "heldout": { | |
| "D_a": 0.412, | |
| "VQAScore": 0.8471, | |
| "ImageReward": 1.151, | |
| "HPSv3": 12.156, | |
| "pct_prompts_adding_unrequested_people": 3.5, | |
| "pct_completions_requesting_text": 2.9 | |
| } | |
| }, | |
| { | |
| "path": "flux2-klein-9b/35b-a3b-edit", | |
| "renderer": "flux2-klein-9b", | |
| "base_model": "Qwen/Qwen3.5-35B-A3B", | |
| "task": "editing", | |
| "training_update": 650, | |
| "selection_note": null, | |
| "heldout": { | |
| "D_a": 0.4123, | |
| "VQAScore": 0.8518, | |
| "ImageReward": 1.175, | |
| "HPSv3": 12.298, | |
| "pct_prompts_adding_unrequested_people": 4.6, | |
| "pct_completions_requesting_text": 4.4 | |
| } | |
| }, | |
| { | |
| "path": "sd35-large/4b-generate", | |
| "renderer": "sd35-large", | |
| "base_model": "Qwen/Qwen3.5-4B", | |
| "task": "generation", | |
| "training_update": 400, | |
| "selection_note": "BUSY: no checkpoint <=20% added people; limit 44%", | |
| "heldout": { | |
| "D_a": 0.3796, | |
| "VQAScore": 0.8448, | |
| "ImageReward": 1.087, | |
| "HPSv3": 12.054, | |
| "pct_prompts_adding_unrequested_people": 33.9, | |
| "pct_completions_requesting_text": 6.9 | |
| } | |
| }, | |
| { | |
| "path": "sd35-large/9b-generate", | |
| "renderer": "sd35-large", | |
| "base_model": "Qwen/Qwen3.5-9B", | |
| "task": "generation", | |
| "training_update": 950, | |
| "selection_note": null, | |
| "heldout": { | |
| "D_a": 0.3891, | |
| "VQAScore": 0.8522, | |
| "ImageReward": 1.148, | |
| "HPSv3": 12.223, | |
| "pct_prompts_adding_unrequested_people": 13.8, | |
| "pct_completions_requesting_text": 6.9 | |
| } | |
| }, | |
| { | |
| "path": "sd35-large/4b-edit", | |
| "renderer": "sd35-large", | |
| "base_model": "Qwen/Qwen3.5-4B", | |
| "task": "editing", | |
| "training_update": 450, | |
| "selection_note": null, | |
| "heldout": { | |
| "D_a": 0.3071, | |
| "VQAScore": 0.8578, | |
| "ImageReward": 1.253, | |
| "HPSv3": 12.373, | |
| "pct_prompts_adding_unrequested_people": 0.0, | |
| "pct_completions_requesting_text": 12.9 | |
| } | |
| }, | |
| { | |
| "path": "sd35-large/9b-edit", | |
| "renderer": "sd35-large", | |
| "base_model": "Qwen/Qwen3.5-9B", | |
| "task": "editing", | |
| "training_update": 450, | |
| "selection_note": null, | |
| "heldout": { | |
| "D_a": 0.3114, | |
| "VQAScore": 0.8558, | |
| "ImageReward": 1.279, | |
| "HPSv3": 12.3, | |
| "pct_prompts_adding_unrequested_people": 18.0, | |
| "pct_completions_requesting_text": 7.3 | |
| } | |
| }, | |
| { | |
| "path": "sd35-medium/4b-generate", | |
| "renderer": "sd35-medium", | |
| "base_model": "Qwen/Qwen3.5-4B", | |
| "task": "generation", | |
| "training_update": 550, | |
| "selection_note": null, | |
| "heldout": { | |
| "D_a": 0.4139, | |
| "VQAScore": 0.8419, | |
| "ImageReward": 1.024, | |
| "HPSv3": 11.199, | |
| "pct_prompts_adding_unrequested_people": 18.4, | |
| "pct_completions_requesting_text": 11.5 | |
| } | |
| }, | |
| { | |
| "path": "sd35-medium/9b-generate", | |
| "renderer": "sd35-medium", | |
| "base_model": "Qwen/Qwen3.5-9B", | |
| "task": "generation", | |
| "training_update": 600, | |
| "selection_note": "BUSY: no checkpoint <=20% added people; limit 33%", | |
| "heldout": { | |
| "D_a": 0.4236, | |
| "VQAScore": 0.8395, | |
| "ImageReward": 1.074, | |
| "HPSv3": 11.426, | |
| "pct_prompts_adding_unrequested_people": 23.0, | |
| "pct_completions_requesting_text": 5.5 | |
| } | |
| }, | |
| { | |
| "path": "sd35-medium/35b-a3b-generate", | |
| "renderer": "sd35-medium", | |
| "base_model": "Qwen/Qwen3.5-35B-A3B", | |
| "task": "generation", | |
| "training_update": 650, | |
| "selection_note": null, | |
| "heldout": { | |
| "D_a": 0.4203, | |
| "VQAScore": 0.846, | |
| "ImageReward": 0.995, | |
| "HPSv3": 11.218, | |
| "pct_prompts_adding_unrequested_people": 19.7, | |
| "pct_completions_requesting_text": 5.7 | |
| } | |
| }, | |
| { | |
| "path": "sd35-medium/4b-edit", | |
| "renderer": "sd35-medium", | |
| "base_model": "Qwen/Qwen3.5-4B", | |
| "task": "editing", | |
| "training_update": 650, | |
| "selection_note": "BUSY: no checkpoint <=20% added people; limit 100% | ALL ASK FOR TEXT", | |
| "heldout": { | |
| "D_a": 0.344, | |
| "VQAScore": 0.8491, | |
| "ImageReward": 1.219, | |
| "HPSv3": 11.91, | |
| "pct_prompts_adding_unrequested_people": 34.3, | |
| "pct_completions_requesting_text": 20.8 | |
| } | |
| }, | |
| { | |
| "path": "sd35-medium/9b-edit", | |
| "renderer": "sd35-medium", | |
| "base_model": "Qwen/Qwen3.5-9B", | |
| "task": "editing", | |
| "training_update": 500, | |
| "selection_note": "BUSY: no checkpoint <=20% added people; limit 100% | ALL ASK FOR TEXT", | |
| "heldout": { | |
| "D_a": 0.3444, | |
| "VQAScore": 0.8526, | |
| "ImageReward": 1.203, | |
| "HPSv3": 11.968, | |
| "pct_prompts_adding_unrequested_people": 31.1, | |
| "pct_completions_requesting_text": 15.4 | |
| } | |
| }, | |
| { | |
| "path": "sd35-medium/35b-a3b-edit", | |
| "renderer": "sd35-medium", | |
| "base_model": "Qwen/Qwen3.5-35B-A3B", | |
| "task": "editing", | |
| "training_update": 400, | |
| "selection_note": "BUSY: no checkpoint <=20% added people; limit 38%", | |
| "heldout": { | |
| "D_a": 0.3505, | |
| "VQAScore": 0.8485, | |
| "ImageReward": 1.199, | |
| "HPSv3": 11.85, | |
| "pct_prompts_adding_unrequested_people": 28.0, | |
| "pct_completions_requesting_text": 13.2 | |
| } | |
| }, | |
| { | |
| "path": "qwen-image-2512/4b-generate", | |
| "renderer": "qwen-image-2512", | |
| "base_model": "Qwen/Qwen3.5-4B", | |
| "task": "generation", | |
| "training_update": 650, | |
| "selection_note": "BUSY: no checkpoint <=20% added people; limit 34%", | |
| "heldout": { | |
| "D_a": 0.4089, | |
| "VQAScore": 0.8623, | |
| "ImageReward": 1.359, | |
| "HPSv3": 13.525, | |
| "pct_prompts_adding_unrequested_people": 26.8, | |
| "pct_completions_requesting_text": 9.8 | |
| } | |
| }, | |
| { | |
| "path": "qwen-image-2512/9b-generate", | |
| "renderer": "qwen-image-2512", | |
| "base_model": "Qwen/Qwen3.5-9B", | |
| "task": "generation", | |
| "training_update": 550, | |
| "selection_note": null, | |
| "heldout": { | |
| "D_a": 0.4255, | |
| "VQAScore": 0.8564, | |
| "ImageReward": 1.29, | |
| "HPSv3": 13.531, | |
| "pct_prompts_adding_unrequested_people": 19.5, | |
| "pct_completions_requesting_text": 5.9 | |
| } | |
| }, | |
| { | |
| "path": "qwen-image-2512/35b-a3b-generate", | |
| "renderer": "qwen-image-2512", | |
| "base_model": "Qwen/Qwen3.5-35B-A3B", | |
| "task": "generation", | |
| "training_update": 550, | |
| "selection_note": null, | |
| "heldout": { | |
| "D_a": 0.4242, | |
| "VQAScore": 0.8622, | |
| "ImageReward": 1.271, | |
| "HPSv3": 13.564, | |
| "pct_prompts_adding_unrequested_people": 16.6, | |
| "pct_completions_requesting_text": 6.6 | |
| } | |
| }, | |
| { | |
| "path": "qwen-image-2512/4b-edit", | |
| "renderer": "qwen-image-2512", | |
| "base_model": "Qwen/Qwen3.5-4B", | |
| "task": "editing", | |
| "training_update": 500, | |
| "selection_note": null, | |
| "heldout": { | |
| "D_a": 0.3909, | |
| "VQAScore": 0.8515, | |
| "ImageReward": 1.201, | |
| "HPSv3": 11.828, | |
| "pct_prompts_adding_unrequested_people": 4.4, | |
| "pct_completions_requesting_text": 8.0 | |
| } | |
| }, | |
| { | |
| "path": "qwen-image-2512/9b-edit", | |
| "renderer": "qwen-image-2512", | |
| "base_model": "Qwen/Qwen3.5-9B", | |
| "task": "editing", | |
| "training_update": 650, | |
| "selection_note": null, | |
| "heldout": { | |
| "D_a": 0.4053, | |
| "VQAScore": 0.8582, | |
| "ImageReward": 1.164, | |
| "HPSv3": 11.864, | |
| "pct_prompts_adding_unrequested_people": 11.7, | |
| "pct_completions_requesting_text": 5.0 | |
| } | |
| }, | |
| { | |
| "path": "flux2-klein-9b/9b-generate-paper", | |
| "renderer": "flux2-klein-9b", | |
| "base_model": "Qwen/Qwen3.5-9B", | |
| "task": "generation", | |
| "training_update": 700, | |
| "selection_note": "checkpoint used for the paper's results", | |
| "heldout": { | |
| "D_a": 0.4485, | |
| "VQAScore": 0.8557, | |
| "ImageReward": 1.05, | |
| "HPSv3": 12.375 | |
| } | |
| }, | |
| { | |
| "path": "sd35-medium/9b-generate-paper", | |
| "renderer": "sd35-medium", | |
| "base_model": "Qwen/Qwen3.5-9B", | |
| "task": "generation", | |
| "training_update": 700, | |
| "selection_note": "checkpoint used for the paper's results", | |
| "heldout": { | |
| "D_a": 0.3996, | |
| "VQAScore": 0.8485, | |
| "ImageReward": 1.06, | |
| "HPSv3": 11.361 | |
| } | |
| }, | |
| { | |
| "path": "sd35-large/9b-generate-paper", | |
| "renderer": "sd35-large", | |
| "base_model": "Qwen/Qwen3.5-9B", | |
| "task": "generation", | |
| "training_update": 800, | |
| "selection_note": "checkpoint used for the paper's results", | |
| "heldout": { | |
| "D_a": 0.3975, | |
| "VQAScore": 0.845, | |
| "ImageReward": 1.177, | |
| "HPSv3": 12.13 | |
| } | |
| }, | |
| { | |
| "path": "qwen-image-2512/9b-generate-paper", | |
| "renderer": "qwen-image-2512", | |
| "base_model": "Qwen/Qwen3.5-9B", | |
| "task": "generation", | |
| "training_update": 800, | |
| "selection_note": "checkpoint used for the paper's results", | |
| "heldout": { | |
| "D_a": 0.4418, | |
| "VQAScore": 0.8547, | |
| "ImageReward": 1.285, | |
| "HPSv3": 13.512 | |
| } | |
| } | |
| ] |