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huggingface/diffusers | 4,350,138,573 | I_kwDOHa8MBc8AAAABA0nYzQ | 13,580 | https://github.com/huggingface/diffusers/issues/13580 | https://api.github.com/repos/huggingface/diffusers/issues/13580 | `longcat_audio_dit` model/pipeline review | # `longcat_audio_dit` model/pipeline review
Commit tested: `0f1abc4ae8b0eb2a3b40e82a310507281144c423`
Review performed against the repository review rules. Reviewed target pipeline/model files, public imports/lazy loading, docs, fast/slow tests, dtype/device handling, attention processor behavior, scheduler usage, se... | open | null | false | 0 | [] | [] | 2026-04-29T11:26:45Z | 2026-04-29T11:33:09Z | null | CONTRIBUTOR | null | 20260429T113513Z | 2026-04-29T11:35:13Z | hlky | 106,811,348 | U_kgDOBl3P1A | User | false |
huggingface/diffusers | 4,350,160,421 | I_kwDOHa8MBc8AAAABA0ouJQ | 13,581 | https://github.com/huggingface/diffusers/issues/13581 | https://api.github.com/repos/huggingface/diffusers/issues/13581 | `qwenimage` model/pipeline review | # `qwenimage` model/pipeline review
Commit tested: `0f1abc4ae8b0eb2a3b40e82a310507281144c423`
Review performed against the repository review rules. Duplicate searches were run against `huggingface/diffusers` issues and PRs for `qwenimage`, affected classes/files, and the failure modes below. No exact duplicates were ... | open | null | false | 0 | [] | [] | 2026-04-29T11:29:57Z | 2026-04-29T11:33:20Z | null | CONTRIBUTOR | null | 20260429T113513Z | 2026-04-29T11:35:13Z | hlky | 106,811,348 | U_kgDOBl3P1A | User | false |
huggingface/diffusers | 4,350,177,028 | I_kwDOHa8MBc8AAAABA0pvBA | 13,582 | https://github.com/huggingface/diffusers/issues/13582 | https://api.github.com/repos/huggingface/diffusers/issues/13582 | `hunyuan_video1_5` model/pipeline review | # `hunyuan_video1_5` model/pipeline review
Commit tested: `0f1abc4ae8b0eb2a3b40e82a310507281144c423`
Review performed against the repository review rules in `.ai/review-rules.md` and referenced rule files.
Local checks:
- Top-level imports for the HunyuanVideo 1.5 model, standard pipelines, and modular pipeline clas... | open | null | false | 0 | [] | [] | 2026-04-29T11:32:22Z | 2026-04-29T11:33:31Z | null | CONTRIBUTOR | null | 20260429T113513Z | 2026-04-29T11:35:13Z | hlky | 106,811,348 | U_kgDOBl3P1A | User | false |
huggingface/diffusers | 4,350,311,528 | I_kwDOHa8MBc8AAAABA0x8aA | 13,583 | https://github.com/huggingface/diffusers/issues/13583 | https://api.github.com/repos/huggingface/diffusers/issues/13583 | z_image model/pipeline review | # `z_image` model/pipeline review
Commit tested: `0f1abc4ae8b0eb2a3b40e82a310507281144c423`
Review performed against the repository review rules.
Duplicate search status: checked GitHub Issues/PRs for `z_image`, affected class names, and failure modes. Duplicates found for Issue 1 and Issue 3; noted below.
## Issue... | open | null | false | 0 | [] | [] | 2026-04-29T11:53:23Z | 2026-04-29T11:53:23Z | null | CONTRIBUTOR | null | 20260429T123515Z | 2026-04-29T12:35:15Z | hlky | 106,811,348 | U_kgDOBl3P1A | User | false |
huggingface/diffusers | 4,350,326,930 | I_kwDOHa8MBc8AAAABA0y4kg | 13,584 | https://github.com/huggingface/diffusers/issues/13584 | https://api.github.com/repos/huggingface/diffusers/issues/13584 | flux model/pipeline review | # `flux` model/pipeline review
Commit tested: `0f1abc4ae8b0eb2a3b40e82a310507281144c423`
Review performed against the repository review rules.
Duplicate search status: searched current GitHub Issues and PRs for `flux`, affected class/function names, and failure modes. No likely duplicates found. Broader `gh` searche... | open | null | false | 0 | [] | [] | 2026-04-29T11:55:57Z | 2026-04-29T11:55:57Z | null | CONTRIBUTOR | null | 20260429T123515Z | 2026-04-29T12:35:15Z | hlky | 106,811,348 | U_kgDOBl3P1A | User | false |
huggingface/diffusers | 4,350,339,701 | I_kwDOHa8MBc8AAAABA0zqdQ | 13,585 | https://github.com/huggingface/diffusers/issues/13585 | https://api.github.com/repos/huggingface/diffusers/issues/13585 | ltx model/pipeline review | # `ltx` model/pipeline review
Commit tested: `0f1abc4ae8b0eb2a3b40e82a310507281144c423`
Review performed against the repository review rules. Reviewed the listed LTX pipelines, modular pipeline blocks, LTX VAE, LTX transformer, imports/lazy-loading, tests, docs references, and duplicate GitHub Issues/PRs.
Duplicate ... | open | null | false | 0 | [] | [] | 2026-04-29T11:57:59Z | 2026-04-29T11:57:59Z | null | CONTRIBUTOR | null | 20260429T123515Z | 2026-04-29T12:35:15Z | hlky | 106,811,348 | U_kgDOBl3P1A | User | false |
huggingface/diffusers | 4,350,353,408 | I_kwDOHa8MBc8AAAABA00gAA | 13,586 | https://github.com/huggingface/diffusers/issues/13586 | https://api.github.com/repos/huggingface/diffusers/issues/13586 | consisid model/pipeline review | # `consisid` model/pipeline review
Commit tested: `0f1abc4ae8b0eb2a3b40e82a310507281144c423`
Review performed against the repository review rules.
Duplicate search performed with `gh search issues/prs` for `ConsisID`, `ConsisIDPipeline`, `ConsisIDTransformer3DModel`, `num_videos_per_prompt`, `id_cond`, `latents dtyp... | open | null | false | 0 | [] | [] | 2026-04-29T12:00:10Z | 2026-04-29T12:00:10Z | null | CONTRIBUTOR | null | 20260429T123515Z | 2026-04-29T12:35:15Z | hlky | 106,811,348 | U_kgDOBl3P1A | User | false |
huggingface/diffusers | 4,350,363,092 | I_kwDOHa8MBc8AAAABA01F1A | 13,587 | https://github.com/huggingface/diffusers/issues/13587 | https://api.github.com/repos/huggingface/diffusers/issues/13587 | glm_image model/pipeline review | # `glm_image` model/pipeline review
Commit tested: `0f1abc4ae8b0eb2a3b40e82a310507281144c423`
Review performed against the repository review rules.
Duplicate-search status: searched `huggingface/diffusers` Issues and PRs for `glm_image`, `GLM-Image`, `GlmImagePipeline`, `GlmImageTransformer2DModel`, `attention_mask`... | open | null | false | 0 | [] | [] | 2026-04-29T12:01:46Z | 2026-04-29T12:01:46Z | null | CONTRIBUTOR | null | 20260429T123515Z | 2026-04-29T12:35:15Z | hlky | 106,811,348 | U_kgDOBl3P1A | User | false |
huggingface/diffusers | 4,350,446,786 | I_kwDOHa8MBc8AAAABA06Mwg | 13,588 | https://github.com/huggingface/diffusers/issues/13588 | https://api.github.com/repos/huggingface/diffusers/issues/13588 | hunyuan_video model/pipeline review | # `hunyuan_video` model/pipeline review
Commit tested: `0f1abc4ae8b0eb2a3b40e82a310507281144c423`
Review performed against the repository review rules.
Files/categories reviewed: public exports and lazy imports, pipeline runtime behavior, config/loading surfaces, dtype/device/offload-sensitive paths, model forward b... | open | null | false | 0 | [] | [] | 2026-04-29T12:15:45Z | 2026-04-29T12:15:45Z | null | CONTRIBUTOR | null | 20260429T123515Z | 2026-04-29T12:35:15Z | hlky | 106,811,348 | U_kgDOBl3P1A | User | false |
huggingface/diffusers | 4,350,471,627 | I_kwDOHa8MBc8AAAABA07tyw | 13,589 | https://github.com/huggingface/diffusers/issues/13589 | https://api.github.com/repos/huggingface/diffusers/issues/13589 | stable_cascade model/pipeline review | # `stable_cascade` model/pipeline review
Commit tested: `0f1abc4ae8b0eb2a3b40e82a310507281144c423`
Review performed against the repository review rules.
Reviewed: public imports/lazy loading, config/loading/single-file surface, runtime dtype/device paths, offload/xFormers delegation, model forward behavior, docs, fa... | open | null | false | 0 | [] | [] | 2026-04-29T12:19:59Z | 2026-04-29T12:19:59Z | null | CONTRIBUTOR | null | 20260429T123515Z | 2026-04-29T12:35:15Z | hlky | 106,811,348 | U_kgDOBl3P1A | User | false |
huggingface/diffusers | 4,350,503,367 | I_kwDOHa8MBc8AAAABA09pxw | 13,590 | https://github.com/huggingface/diffusers/issues/13590 | https://api.github.com/repos/huggingface/diffusers/issues/13590 | nucleusmoe_image model/pipeline review | # `nucleusmoe_image` model/pipeline review
Commit tested: `0f1abc4ae8b0eb2a3b40e82a310507281144c423`
Review performed against the repository review rules.
## Issue 1: Batched prompts can crash CFG when `negative_prompt` is a string
Affected code:
https://github.com/huggingface/diffusers/blob/0f1abc4ae8b0eb2a3b40e82... | open | null | false | 0 | [] | [] | 2026-04-29T12:25:04Z | 2026-04-29T12:25:04Z | null | CONTRIBUTOR | null | 20260429T123515Z | 2026-04-29T12:35:15Z | hlky | 106,811,348 | U_kgDOBl3P1A | User | false |
huggingface/diffusers | 4,350,514,423 | I_kwDOHa8MBc8AAAABA0-U9w | 13,591 | https://github.com/huggingface/diffusers/issues/13591 | https://api.github.com/repos/huggingface/diffusers/issues/13591 | ddim model/pipeline review | # `ddim` model/pipeline review
Commit tested: `0f1abc4ae8b0eb2a3b40e82a310507281144c423`
Review performed against the repository review rules.
## Issue 1: `DDIMPipeline` only partially supports `DDPMScheduler` configs
Affected code:
https://github.com/huggingface/diffusers/blob/0f1abc4ae8b0eb2a3b40e82a310507281144c... | open | null | false | 0 | [] | [] | 2026-04-29T12:27:03Z | 2026-04-29T12:27:03Z | null | CONTRIBUTOR | null | 20260429T123515Z | 2026-04-29T12:35:15Z | hlky | 106,811,348 | U_kgDOBl3P1A | User | false |
huggingface/diffusers | 4,350,536,245 | I_kwDOHa8MBc8AAAABA0_qNQ | 13,592 | https://github.com/huggingface/diffusers/issues/13592 | https://api.github.com/repos/huggingface/diffusers/issues/13592 | stable_diffusion model/pipeline review | # `stable_diffusion` model/pipeline review
Commit tested: `0f1abc4ae8b0eb2a3b40e82a310507281144c423`
Review performed against the repository review rules. `.ai/review-rules.md` references `AGENTS.md`, but that file was absent in this checkout; all available referenced rule files were applied.
Duplicate search: searc... | open | null | false | 0 | [] | [] | 2026-04-29T12:30:55Z | 2026-04-29T12:30:55Z | null | CONTRIBUTOR | null | 20260429T123515Z | 2026-04-29T12:35:15Z | hlky | 106,811,348 | U_kgDOBl3P1A | User | false |
huggingface/diffusers | 4,350,649,863 | I_kwDOHa8MBc8AAAABA1GmBw | 13,593 | https://github.com/huggingface/diffusers/issues/13593 | https://api.github.com/repos/huggingface/diffusers/issues/13593 | shap_e model/pipeline review | # `shap_e` model/pipeline review
Commit tested: `0f1abc4ae8b0eb2a3b40e82a310507281144c423`
Review performed against the repository review rules.
Duplicate search status: checked GitHub Issues/PRs for `shap_e`, `ShapE`, `ShapEImg2ImgPipeline`, `StratifiedRaySampler`, mesh output, latent dtype, `return_dict`, and fram... | open | null | false | 0 | [] | [] | 2026-04-29T12:48:51Z | 2026-04-29T12:48:51Z | null | CONTRIBUTOR | null | 20260429T133512Z | 2026-04-29T13:35:12Z | hlky | 106,811,348 | U_kgDOBl3P1A | User | false |
huggingface/diffusers | 4,350,665,536 | I_kwDOHa8MBc8AAAABA1HjQA | 13,594 | https://github.com/huggingface/diffusers/issues/13594 | https://api.github.com/repos/huggingface/diffusers/issues/13594 | pag model/pipeline review | # `pag` model/pipeline review
Commit tested: `0f1abc4ae8b0eb2a3b40e82a310507281144c423`
Review performed against the repository review rules. Reviewed PAG public exports/lazy imports, pipeline/runtime behavior, related base-pipeline consistency, docs/examples, and `tests/pipelines/pag`.
## Issue 1: `pag_applied_laye... | open | null | false | 0 | [] | [] | 2026-04-29T12:51:18Z | 2026-04-29T12:51:18Z | null | CONTRIBUTOR | null | 20260429T133512Z | 2026-04-29T13:35:12Z | hlky | 106,811,348 | U_kgDOBl3P1A | User | false |
huggingface/diffusers | 4,350,674,553 | I_kwDOHa8MBc8AAAABA1IGeQ | 13,595 | https://github.com/huggingface/diffusers/issues/13595 | https://api.github.com/repos/huggingface/diffusers/issues/13595 | latte model/pipeline review | # `latte` model/pipeline review
Commit tested: `0f1abc4ae8b0eb2a3b40e82a310507281144c423`
Review performed against the repository review rules.
Duplicate search status: searched existing `huggingface/diffusers` issues and PRs for `latte`, `LatteTransformer3DModel`, `pipeline_latte`, `prompt_embeds`, `encoder_attenti... | open | null | false | 0 | [] | [] | 2026-04-29T12:52:40Z | 2026-04-29T12:52:40Z | null | CONTRIBUTOR | null | 20260429T133512Z | 2026-04-29T13:35:12Z | hlky | 106,811,348 | U_kgDOBl3P1A | User | false |
huggingface/diffusers | 4,350,682,235 | I_kwDOHa8MBc8AAAABA1Ikew | 13,596 | https://github.com/huggingface/diffusers/issues/13596 | https://api.github.com/repos/huggingface/diffusers/issues/13596 | kandinsky2_2 model/pipeline review | # `kandinsky2_2` model/pipeline review
Commit tested: `0f1abc4ae8b0eb2a3b40e82a310507281144c423`
Review performed against the repository review rules.
Duplicate search checked `kandinsky2_2`, `KandinskyV22`, affected class/file names, and the specific failure modes. Existing related items: https://github.com/hugging... | open | null | false | 0 | [] | [] | 2026-04-29T12:53:51Z | 2026-04-29T12:53:51Z | null | CONTRIBUTOR | null | 20260429T133512Z | 2026-04-29T13:35:12Z | hlky | 106,811,348 | U_kgDOBl3P1A | User | false |
huggingface/diffusers | 4,350,688,179 | I_kwDOHa8MBc8AAAABA1I7sw | 13,597 | https://github.com/huggingface/diffusers/issues/13597 | https://api.github.com/repos/huggingface/diffusers/issues/13597 | kandinsky model/pipeline review | # `kandinsky` model/pipeline review
Commit tested: `0f1abc4ae8b0eb2a3b40e82a310507281144c423`
Review performed against the repository review rules.
Duplicate search performed with `gh search issues` and `gh search prs` on `huggingface/diffusers` for `kandinsky`, affected class names, `image_embeds`, `num_images_per_... | open | null | false | 0 | [] | [] | 2026-04-29T12:54:51Z | 2026-04-29T12:54:51Z | null | CONTRIBUTOR | null | 20260429T133512Z | 2026-04-29T13:35:12Z | hlky | 106,811,348 | U_kgDOBl3P1A | User | false |
huggingface/diffusers | 4,350,786,637 | I_kwDOHa8MBc8AAAABA1O8TQ | 13,598 | https://github.com/huggingface/diffusers/issues/13598 | https://api.github.com/repos/huggingface/diffusers/issues/13598 | llada2 model/pipeline review | # `llada2` model/pipeline review
Commit tested: `0f1abc4ae8b0eb2a3b40e82a310507281144c423`
Review performed against the repository review rules.
Reviewed pipeline imports/lazy-loading, pipeline runtime behavior, scheduler coupling, callbacks, docs/examples, fast tests, and slow-test coverage. Existing fast tests pas... | open | null | false | 1 | [] | [] | 2026-04-29T13:10:18Z | 2026-05-08T09:40:24Z | null | CONTRIBUTOR | null | 20260508T103516Z | 2026-05-08T10:35:16Z | hlky | 106,811,348 | U_kgDOBl3P1A | User | false |
huggingface/diffusers | 4,350,792,809 | I_kwDOHa8MBc8AAAABA1PUaQ | 13,599 | https://github.com/huggingface/diffusers/issues/13599 | https://api.github.com/repos/huggingface/diffusers/issues/13599 | animatediff model/pipeline review | # `animatediff` model/pipeline review
Commit tested: `0f1abc4ae8b0eb2a3b40e82a310507281144c423`
Review performed against the repository review rules. Public exports/imports, config/load paths, dtype/device/offload behavior, model attention behavior, docs/examples, and fast/slow tests were checked. Reproductions were ... | open | null | false | 0 | [] | [] | 2026-04-29T13:11:12Z | 2026-04-29T13:11:12Z | null | CONTRIBUTOR | null | 20260429T133512Z | 2026-04-29T13:35:12Z | hlky | 106,811,348 | U_kgDOBl3P1A | User | false |
huggingface/diffusers | 4,350,808,531 | I_kwDOHa8MBc8AAAABA1QR0w | 13,600 | https://github.com/huggingface/diffusers/issues/13600 | https://api.github.com/repos/huggingface/diffusers/issues/13600 | controlnet model/pipeline review | # `controlnet` model/pipeline review
Commit tested: `0f1abc4ae8b0eb2a3b40e82a310507281144c423`
Review performed against the repository review rules.
## Issue 1: `MultiControlNetUnionModel` is missing from top-level exports
Affected code:
https://github.com/huggingface/diffusers/blob/0f1abc4ae8b0eb2a3b40e82a31050728... | open | null | false | 0 | [] | [] | 2026-04-29T13:13:34Z | 2026-04-29T13:13:34Z | null | CONTRIBUTOR | null | 20260429T133512Z | 2026-04-29T13:35:12Z | hlky | 106,811,348 | U_kgDOBl3P1A | User | false |
huggingface/diffusers | 4,350,811,827 | I_kwDOHa8MBc8AAAABA1Qesw | 13,601 | https://github.com/huggingface/diffusers/issues/13601 | https://api.github.com/repos/huggingface/diffusers/issues/13601 | ltx2 model/pipeline review | # `ltx2` model/pipeline review
Commit tested: `0f1abc4ae8b0eb2a3b40e82a310507281144c423`
Review performed against the repository review rules.
Duplicate search: checked GitHub Issues/PRs for `ltx2`, affected class/function names, and the specific failure modes below. I found related LTX2 work, including PRs/issues s... | open | null | false | 0 | [] | [] | 2026-04-29T13:14:04Z | 2026-04-29T13:14:04Z | null | CONTRIBUTOR | null | 20260429T133512Z | 2026-04-29T13:35:12Z | hlky | 106,811,348 | U_kgDOBl3P1A | User | false |
huggingface/diffusers | 4,350,820,556 | I_kwDOHa8MBc8AAAABA1RAzA | 13,602 | https://github.com/huggingface/diffusers/issues/13602 | https://api.github.com/repos/huggingface/diffusers/issues/13602 | audioldm2 model/pipeline review | # `audioldm2` model/pipeline review
Commit tested: `0f1abc4ae8b0eb2a3b40e82a310507281144c423`
Review performed against `.ai/review-rules.md` and all present referenced rule files. `AGENTS.md` was referenced by the rules but is not present in this checkout.
Duplicate search: checked GitHub issues/PRs for `audioldm2`,... | open | null | false | 0 | [] | [] | 2026-04-29T13:15:22Z | 2026-04-29T13:15:22Z | null | CONTRIBUTOR | null | 20260429T133512Z | 2026-04-29T13:35:12Z | hlky | 106,811,348 | U_kgDOBl3P1A | User | false |
huggingface/diffusers | 4,350,932,624 | I_kwDOHa8MBc8AAAABA1X2kA | 13,603 | https://github.com/huggingface/diffusers/issues/13603 | https://api.github.com/repos/huggingface/diffusers/issues/13603 | latent_diffusion model/pipeline review | # `latent_diffusion` model/pipeline review
Commit tested: `0f1abc4ae8b0eb2a3b40e82a310507281144c423`
Review performed against the repository review rules.
Duplicate search: searched GitHub Issues/PRs for `latent_diffusion`, `LDMTextToImagePipeline`, `LDMSuperResolutionPipeline`, `LDMBertConfig`, and the specific fai... | open | null | false | 0 | [] | [] | 2026-04-29T13:32:04Z | 2026-04-29T13:32:04Z | null | CONTRIBUTOR | null | 20260429T133512Z | 2026-04-29T13:35:12Z | hlky | 106,811,348 | U_kgDOBl3P1A | User | false |
huggingface/diffusers | 4,350,944,901 | I_kwDOHa8MBc8AAAABA1YmhQ | 13,604 | https://github.com/huggingface/diffusers/issues/13604 | https://api.github.com/repos/huggingface/diffusers/issues/13604 | helios model/pipeline review | # `helios` model/pipeline review
Commit tested: `0f1abc4ae8b0eb2a3b40e82a310507281144c423`
Review performed against the repository review rules.
Duplicate search status: searched GitHub Issues/PRs for `helios`, `HeliosPipeline latents`, `Helios num_videos_per_prompt`, `helios ftfy`, `helios timestep`, `prepare_video... | open | null | false | 0 | [] | [] | 2026-04-29T13:33:51Z | 2026-04-29T13:33:51Z | null | CONTRIBUTOR | null | 20260429T133512Z | 2026-04-29T13:35:12Z | hlky | 106,811,348 | U_kgDOBl3P1A | User | false |
huggingface/diffusers | 4,350,958,238 | I_kwDOHa8MBc8AAAABA1Zang | 13,605 | https://github.com/huggingface/diffusers/issues/13605 | https://api.github.com/repos/huggingface/diffusers/issues/13605 | hunyuan_image model/pipeline review | # `hunyuan_image` model/pipeline review
Commit tested: `0f1abc4ae8b0eb2a3b40e82a310507281144c423`
Review performed against the repository review rules.
Duplicate-search status: searched `hunyuan_image`, `HunyuanImagePipeline`, `AutoencoderKLHunyuanImage`, `AutoencoderKLHunyuanImageRefiner`, plus targeted tiling/shor... | open | null | false | 0 | [] | [] | 2026-04-29T13:35:48Z | 2026-04-29T13:35:48Z | null | CONTRIBUTOR | null | 20260429T143512Z | 2026-04-29T14:35:12Z | hlky | 106,811,348 | U_kgDOBl3P1A | User | false |
huggingface/diffusers | 4,350,963,688 | I_kwDOHa8MBc8AAAABA1Zv6A | 13,606 | https://github.com/huggingface/diffusers/issues/13606 | https://api.github.com/repos/huggingface/diffusers/issues/13606 | sana_video model/pipeline review | # `sana_video` model/pipeline review
Commit tested: `0f1abc4ae8b0eb2a3b40e82a310507281144c423`
Review performed against the repository review rules. Note: `.ai/review-rules.md` references `AGENTS.md`, but no `AGENTS.md` exists in this checkout; the other referenced rule files were applied.
Duplicate-search status: s... | open | null | false | 0 | [] | [] | 2026-04-29T13:36:35Z | 2026-04-29T13:36:35Z | null | CONTRIBUTOR | null | 20260429T143512Z | 2026-04-29T14:35:12Z | hlky | 106,811,348 | U_kgDOBl3P1A | User | false |
huggingface/diffusers | 4,350,973,937 | I_kwDOHa8MBc8AAAABA1aX8Q | 13,607 | https://github.com/huggingface/diffusers/issues/13607 | https://api.github.com/repos/huggingface/diffusers/issues/13607 | cosmos model/pipeline review | # `cosmos` model/pipeline review
Commit tested: `0f1abc4ae8b0eb2a3b40e82a310507281144c423`
Review performed against the repository review rules.
## Issue 1: Cosmos pipeline output classes are not exported
Affected code:
https://github.com/huggingface/diffusers/blob/0f1abc4ae8b0eb2a3b40e82a310507281144c423/src/diffu... | open | null | false | 0 | [] | [] | 2026-04-29T13:38:11Z | 2026-04-29T13:38:11Z | null | CONTRIBUTOR | null | 20260429T143512Z | 2026-04-29T14:35:12Z | hlky | 106,811,348 | U_kgDOBl3P1A | User | false |
huggingface/diffusers | 4,351,101,809 | I_kwDOHa8MBc8AAAABA1iLcQ | 13,608 | https://github.com/huggingface/diffusers/issues/13608 | https://api.github.com/repos/huggingface/diffusers/issues/13608 | prx model/pipeline review | # `prx` model/pipeline review
Commit tested: `0f1abc4ae8b0eb2a3b40e82a310507281144c423`
Review performed against the repository review rules.
Files/categories reviewed: public exports/lazy imports, pipeline runtime, transformer attention/config behavior, docs, converter, fast tests, slow-test coverage, and duplicate... | open | null | false | 0 | [] | [] | 2026-04-29T13:56:03Z | 2026-04-29T13:56:03Z | null | CONTRIBUTOR | null | 20260429T143512Z | 2026-04-29T14:35:12Z | hlky | 106,811,348 | U_kgDOBl3P1A | User | false |
huggingface/diffusers | 4,351,113,087 | I_kwDOHa8MBc8AAAABA1i3fw | 13,609 | https://github.com/huggingface/diffusers/issues/13609 | https://api.github.com/repos/huggingface/diffusers/issues/13609 | skyreels_v2 model/pipeline review | # `skyreels_v2` model/pipeline review
Commit tested: `0f1abc4ae8b0eb2a3b40e82a310507281144c423`
Review performed against the repository review rules. Reviewed public imports/lazy loading, transformer config/attention/runtime paths, all SkyReels-V2 pipelines, docs, examples, and tests. Duplicate searches found an exis... | open | null | false | 0 | [] | [] | 2026-04-29T13:57:48Z | 2026-04-29T13:57:48Z | null | CONTRIBUTOR | null | 20260429T143512Z | 2026-04-29T14:35:12Z | hlky | 106,811,348 | U_kgDOBl3P1A | User | false |
huggingface/diffusers | 4,351,121,216 | I_kwDOHa8MBc8AAAABA1jXQA | 13,610 | https://github.com/huggingface/diffusers/issues/13610 | https://api.github.com/repos/huggingface/diffusers/issues/13610 | stable_diffusion_xl model/pipeline review | # `stable_diffusion_xl` model/pipeline review
Commit tested: `0f1abc4ae8b0eb2a3b40e82a310507281144c423`
Review performed against the repository review rules.
Duplicate search: checked GitHub Issues and PRs for `stable_diffusion_xl`, affected class/function/file names, and each failure mode below. No likely duplicate... | open | null | false | 0 | [] | [] | 2026-04-29T13:59:02Z | 2026-04-29T13:59:02Z | null | CONTRIBUTOR | null | 20260429T143512Z | 2026-04-29T14:35:12Z | hlky | 106,811,348 | U_kgDOBl3P1A | User | false |
huggingface/diffusers | 4,351,125,962 | I_kwDOHa8MBc8AAAABA1jpyg | 13,611 | https://github.com/huggingface/diffusers/issues/13611 | https://api.github.com/repos/huggingface/diffusers/issues/13611 | stable_diffusion_3 model/pipeline review | # `stable_diffusion_3` model/pipeline review
Commit tested: `0f1abc4ae8b0eb2a3b40e82a310507281144c423`
Review performed against the repository review rules.
## Issue 1: SD3 inpaint decode drops the VAE shift
Affected code:
https://github.com/huggingface/diffusers/blob/0f1abc4ae8b0eb2a3b40e82a310507281144c423/src/di... | open | null | false | 0 | [] | [] | 2026-04-29T13:59:48Z | 2026-04-29T13:59:48Z | null | CONTRIBUTOR | null | 20260429T143512Z | 2026-04-29T14:35:12Z | hlky | 106,811,348 | U_kgDOBl3P1A | User | false |
huggingface/diffusers | 4,351,139,560 | I_kwDOHa8MBc8AAAABA1ke6A | 13,612 | https://github.com/huggingface/diffusers/issues/13612 | https://api.github.com/repos/huggingface/diffusers/issues/13612 | kolors model/pipeline review | # `kolors` model/pipeline review
Commit tested: `0f1abc4ae8b0eb2a3b40e82a310507281144c423`
Review performed against the repository review rules.
Target files reviewed: `kolors/__init__.py`, `pipeline_kolors.py`, `pipeline_kolors_img2img.py`, `pipeline_output.py`, `text_encoder.py`, `tokenizer.py`, plus Kolors public... | open | null | false | 0 | [] | [] | 2026-04-29T14:01:46Z | 2026-04-29T14:01:46Z | null | CONTRIBUTOR | null | 20260429T143512Z | 2026-04-29T14:35:12Z | hlky | 106,811,348 | U_kgDOBl3P1A | User | false |
huggingface/diffusers | 4,351,282,910 | I_kwDOHa8MBc8AAAABA1tO3g | 13,613 | https://github.com/huggingface/diffusers/issues/13613 | https://api.github.com/repos/huggingface/diffusers/issues/13613 | lumina2 model/pipeline review | # `lumina2` model/pipeline review
Commit tested: `0f1abc4ae8b0eb2a3b40e82a310507281144c423`
Review performed against the repository review rules.
Reviewed target pipeline/model/init files, top-level lazy exports, dummy exports, fast/model/single-file/LoRA tests, docs, and DreamBooth example coverage. Duplicate searc... | open | null | false | 0 | [] | [] | 2026-04-29T14:22:31Z | 2026-04-29T14:22:31Z | null | CONTRIBUTOR | null | 20260429T143512Z | 2026-04-29T14:35:12Z | hlky | 106,811,348 | U_kgDOBl3P1A | User | false |
huggingface/diffusers | 4,351,290,769 | I_kwDOHa8MBc8AAAABA1ttkQ | 13,614 | https://github.com/huggingface/diffusers/issues/13614 | https://api.github.com/repos/huggingface/diffusers/issues/13614 | sana model/pipeline review | # `sana` model/pipeline review
Commit tested: `0f1abc4ae8b0eb2a3b40e82a310507281144c423`
Review performed against the repository review rules.
Duplicate search: searched GitHub Issues and PRs for `sana`, affected class/file names, and failure terms. No likely duplicates found except Issue 2, which is already tracked... | open | null | false | 0 | [] | [] | 2026-04-29T14:23:33Z | 2026-04-29T14:23:33Z | null | CONTRIBUTOR | null | 20260429T143512Z | 2026-04-29T14:35:12Z | hlky | 106,811,348 | U_kgDOBl3P1A | User | false |
huggingface/diffusers | 4,351,302,258 | I_kwDOHa8MBc8AAAABA1uacg | 13,615 | https://github.com/huggingface/diffusers/issues/13615 | https://api.github.com/repos/huggingface/diffusers/issues/13615 | mochi model/pipeline review | # `mochi` model/pipeline review
Commit tested: `0f1abc4ae8b0eb2a3b40e82a310507281144c423`
Review performed against the repository review rules. I read the available referenced rule files; `AGENTS.md` is referenced by `.ai/review-rules.md` but is not present in this checkout.
Duplicate search status: searched GitHub ... | open | null | false | 0 | [] | [] | 2026-04-29T14:25:11Z | 2026-04-29T14:25:11Z | null | CONTRIBUTOR | null | 20260429T143512Z | 2026-04-29T14:35:12Z | hlky | 106,811,348 | U_kgDOBl3P1A | User | false |
huggingface/diffusers | 4,351,311,600 | I_kwDOHa8MBc8AAAABA1u-8A | 13,616 | https://github.com/huggingface/diffusers/issues/13616 | https://api.github.com/repos/huggingface/diffusers/issues/13616 | dit model/pipeline review | # `dit` model/pipeline review
Commit tested: `0f1abc4ae8b0eb2a3b40e82a310507281144c423`
Review performed against the repository review rules.
Reviewed: target pipeline/model files, top-level and package lazy exports, config/loading/serialization paths, runtime dtype/device/scheduler behavior, offload/device-map beha... | open | null | false | 0 | [] | [] | 2026-04-29T14:26:34Z | 2026-04-29T14:26:34Z | null | CONTRIBUTOR | null | 20260429T143512Z | 2026-04-29T14:35:12Z | hlky | 106,811,348 | U_kgDOBl3P1A | User | false |
huggingface/diffusers | 4,351,319,053 | I_kwDOHa8MBc8AAAABA1vcDQ | 13,617 | https://github.com/huggingface/diffusers/issues/13617 | https://api.github.com/repos/huggingface/diffusers/issues/13617 | hidream_image model/pipeline review | # `hidream_image` model/pipeline review
Commit tested: `0f1abc4ae8b0eb2a3b40e82a310507281144c423`
Review performed against the repository review rules.
Duplicate search performed with `gh` for `HiDream`, class/file names, and specific failure modes. Existing duplicate found only for the torch.compile item: https://g... | open | null | false | 0 | [] | [] | 2026-04-29T14:27:41Z | 2026-04-29T14:27:41Z | null | CONTRIBUTOR | null | 20260429T143512Z | 2026-04-29T14:35:12Z | hlky | 106,811,348 | U_kgDOBl3P1A | User | false |
huggingface/diffusers | 4,351,450,878 | I_kwDOHa8MBc8AAAABA13e_g | 13,618 | https://github.com/huggingface/diffusers/issues/13618 | https://api.github.com/repos/huggingface/diffusers/issues/13618 | bria_fibo model/pipeline review | # `bria_fibo` model/pipeline review
Commit tested: `0f1abc4ae8b0eb2a3b40e82a310507281144c423`
Review performed against the repository review rules.
Duplicate search: checked GitHub issues/PRs for `bria_fibo`, `BriaFibo`, `FIBO`, affected class names, and failure modes. Found integration/refactor PRs `#12545`, `#1268... | open | null | false | 0 | [] | [] | 2026-04-29T14:45:57Z | 2026-04-29T14:45:57Z | null | CONTRIBUTOR | null | 20260429T153513Z | 2026-04-29T15:35:13Z | hlky | 106,811,348 | U_kgDOBl3P1A | User | false |
huggingface/diffusers | 4,351,457,149 | I_kwDOHa8MBc8AAAABA133fQ | 13,619 | https://github.com/huggingface/diffusers/issues/13619 | https://api.github.com/repos/huggingface/diffusers/issues/13619 | chroma model/pipeline review | # `chroma` model/pipeline review
Commit tested: `0f1abc4ae8b0eb2a3b40e82a310507281144c423`
Review performed against the repository review rules.
Reviewed: public/lazy imports, model config/loading hooks, runtime dtype/device paths, attention masks/processors, offload paths, docs, examples, fast/slow tests, and relat... | open | null | false | 0 | [] | [] | 2026-04-29T14:46:48Z | 2026-04-29T14:46:48Z | null | CONTRIBUTOR | null | 20260429T153513Z | 2026-04-29T15:35:13Z | hlky | 106,811,348 | U_kgDOBl3P1A | User | false |
huggingface/diffusers | 4,351,466,428 | I_kwDOHa8MBc8AAAABA14bvA | 13,620 | https://github.com/huggingface/diffusers/issues/13620 | https://api.github.com/repos/huggingface/diffusers/issues/13620 | chronoedit model/pipeline review | # `chronoedit` model/pipeline review
Commit tested: `0f1abc4ae8b0eb2a3b40e82a310507281144c423`
Review performed against the repository review rules.
Duplicate search: checked GitHub Issues/PRs for `chronoedit`, `ChronoEditPipeline`, `ChronoEditTransformer3DModel`, `pipeline_chronoedit`, `transformer_chronoedit`, tem... | open | null | false | 0 | [] | [] | 2026-04-29T14:47:59Z | 2026-04-29T14:47:59Z | null | CONTRIBUTOR | null | 20260429T153513Z | 2026-04-29T15:35:13Z | hlky | 106,811,348 | U_kgDOBl3P1A | User | false |
huggingface/diffusers | 4,351,491,527 | I_kwDOHa8MBc8AAAABA159xw | 13,621 | https://github.com/huggingface/diffusers/issues/13621 | https://api.github.com/repos/huggingface/diffusers/issues/13621 | cogview4 model/pipeline review | # `cogview4` model/pipeline review
Commit tested: `0f1abc4ae8b0eb2a3b40e82a310507281144c423`
Review performed against the repository review rules.
Duplicate-search status: `gh search` was API-rate-limited, so I used the GitHub connector searches for `cogview4`, affected classes/files, `attention_mask`, `dispatch_att... | open | null | false | 0 | [] | [] | 2026-04-29T14:51:12Z | 2026-04-29T14:51:12Z | null | CONTRIBUTOR | null | 20260429T153513Z | 2026-04-29T15:35:13Z | hlky | 106,811,348 | U_kgDOBl3P1A | User | false |
huggingface/diffusers | 4,351,502,456 | I_kwDOHa8MBc8AAAABA16oeA | 13,622 | https://github.com/huggingface/diffusers/issues/13622 | https://api.github.com/repos/huggingface/diffusers/issues/13622 | cogvideo model/pipeline review | # `cogvideo` model/pipeline review
Commit tested: `0f1abc4ae8b0eb2a3b40e82a310507281144c423`
Review performed against the repository review rules.
Reviewed target pipelines, model files, lazy exports, docs/tests/examples, dtype/device paths, offload-facing behavior, attention processors, and coverage. Public imports... | open | null | false | 0 | [] | [] | 2026-04-29T14:52:39Z | 2026-04-29T14:52:39Z | null | CONTRIBUTOR | null | 20260429T153513Z | 2026-04-29T15:35:13Z | hlky | 106,811,348 | U_kgDOBl3P1A | User | false |
huggingface/diffusers | 4,351,599,394 | I_kwDOHa8MBc8AAAABA2AjIg | 13,623 | https://github.com/huggingface/diffusers/issues/13623 | https://api.github.com/repos/huggingface/diffusers/issues/13623 | visualcloze model/pipeline review | # `visualcloze` model/pipeline review
Commit tested: `0f1abc4ae8b0eb2a3b40e82a310507281144c423`
Review performed against the repository review rules.
Duplicate check: searched GitHub issues and PRs for `VisualCloze`, `VisualClozeProcessor`, `prompt_embeds`, `latents`, `generator`, `resolution`, `return_dict`, `get_l... | open | null | false | 0 | [] | [] | 2026-04-29T15:06:31Z | 2026-04-29T15:06:31Z | null | CONTRIBUTOR | null | 20260429T153513Z | 2026-04-29T15:35:13Z | hlky | 106,811,348 | U_kgDOBl3P1A | User | false |
huggingface/diffusers | 4,351,604,924 | I_kwDOHa8MBc8AAAABA2A4vA | 13,624 | https://github.com/huggingface/diffusers/issues/13624 | https://api.github.com/repos/huggingface/diffusers/issues/13624 | aura_flow model/pipeline review | # `aura_flow` model/pipeline review
Commit tested: `0f1abc4ae8b0eb2a3b40e82a310507281144c423`
Review performed against the repository review rules.
Duplicate search performed with `gh` against `huggingface/diffusers` for `AuraFlow`, `AuraFlowTransformer2DModel`, `AuraFlowPipeline`, the specific failure modes below, ... | open | null | false | 0 | [] | [] | 2026-04-29T15:07:20Z | 2026-04-29T15:07:20Z | null | CONTRIBUTOR | null | 20260429T153513Z | 2026-04-29T15:35:13Z | hlky | 106,811,348 | U_kgDOBl3P1A | User | false |
huggingface/diffusers | 4,351,619,576 | I_kwDOHa8MBc8AAAABA2Bx-A | 13,625 | https://github.com/huggingface/diffusers/issues/13625 | https://api.github.com/repos/huggingface/diffusers/issues/13625 | bria model/pipeline review | # `bria` model/pipeline review
Commit tested: `0f1abc4ae8b0eb2a3b40e82a310507281144c423`
Review performed against the repository review rules.
Files/categories reviewed: target pipeline/model files, public/lazy imports, docs, fast/slow tests, dtype/device/offload hooks, scheduler/custom timestep paths, attention pro... | open | null | false | 0 | [] | [] | 2026-04-29T15:09:26Z | 2026-04-29T15:09:26Z | null | CONTRIBUTOR | null | 20260429T153513Z | 2026-04-29T15:35:13Z | hlky | 106,811,348 | U_kgDOBl3P1A | User | false |
huggingface/diffusers | 4,351,628,687 | I_kwDOHa8MBc8AAAABA2CVjw | 13,626 | https://github.com/huggingface/diffusers/issues/13626 | https://api.github.com/repos/huggingface/diffusers/issues/13626 | t2i_adapter model/pipeline review | # `t2i_adapter` model/pipeline review
Commit tested: `0f1abc4ae8b0eb2a3b40e82a310507281144c423`
Review performed against the repository review rules.
Reviewed: target model/pipeline files, public exports/lazy imports, serialization/loading, dtype/device/offload paths, related SD/SDXL precedents, fast/slow tests, doc... | open | null | false | 0 | [] | [] | 2026-04-29T15:10:40Z | 2026-04-29T15:10:40Z | null | CONTRIBUTOR | null | 20260429T153513Z | 2026-04-29T15:35:13Z | hlky | 106,811,348 | U_kgDOBl3P1A | User | false |
huggingface/diffusers | 4,351,634,563 | I_kwDOHa8MBc8AAAABA2Csgw | 13,627 | https://github.com/huggingface/diffusers/issues/13627 | https://api.github.com/repos/huggingface/diffusers/issues/13627 | stable_video_diffusion model/pipeline review | # `stable_video_diffusion` model/pipeline review
Commit tested: `0f1abc4ae8b0eb2a3b40e82a310507281144c423`
Review performed against the repository review rules.
Files/categories reviewed: target pipeline/model files, lazy imports/top-level exports/dummy objects, fast and slow tests, docs, deprecation status, dtype/d... | open | null | false | 0 | [] | [] | 2026-04-29T15:11:24Z | 2026-04-29T15:11:24Z | null | CONTRIBUTOR | null | 20260429T153513Z | 2026-04-29T15:35:13Z | hlky | 106,811,348 | U_kgDOBl3P1A | User | false |
huggingface/diffusers | 4,351,722,611 | I_kwDOHa8MBc8AAAABA2IEcw | 13,628 | https://github.com/huggingface/diffusers/issues/13628 | https://api.github.com/repos/huggingface/diffusers/issues/13628 | marigold model/pipeline review | # `marigold` model/pipeline review
Commit tested: `0f1abc4ae8b0eb2a3b40e82a310507281144c423`
Review performed against the repository review rules.
## Issue 1: NumPy HWC images validate returned latents against the wrong shape
Affected code:
https://github.com/huggingface/diffusers/blob/0f1abc4ae8b0eb2a3b40e82a31050... | open | null | false | 0 | [] | [] | 2026-04-29T15:24:21Z | 2026-04-29T15:24:21Z | null | CONTRIBUTOR | null | 20260429T153513Z | 2026-04-29T15:35:13Z | hlky | 106,811,348 | U_kgDOBl3P1A | User | false |
huggingface/diffusers | 4,351,736,156 | I_kwDOHa8MBc8AAAABA2I5XA | 13,629 | https://github.com/huggingface/diffusers/issues/13629 | https://api.github.com/repos/huggingface/diffusers/issues/13629 | stable_audio model/pipeline review | # `stable_audio` model/pipeline review
Commit tested: `0f1abc4ae8b0eb2a3b40e82a310507281144c423`
Review performed against the repository review rules.
Files/categories reviewed: target pipeline/model files, public lazy imports, top-level exports, config/loading/device-map behavior, dtype/device handling, offload-rel... | open | null | false | 0 | [] | [] | 2026-04-29T15:26:32Z | 2026-04-29T15:26:32Z | null | CONTRIBUTOR | null | 20260429T153513Z | 2026-04-29T15:35:13Z | hlky | 106,811,348 | U_kgDOBl3P1A | User | false |
huggingface/diffusers | 4,351,743,937 | I_kwDOHa8MBc8AAAABA2JXwQ | 13,630 | https://github.com/huggingface/diffusers/issues/13630 | https://api.github.com/repos/huggingface/diffusers/issues/13630 | ovis_image model/pipeline review | # `ovis_image` model/pipeline review
Commit tested: `0f1abc4ae8b0eb2a3b40e82a310507281144c423`
Review performed against the repository review rules. `AGENTS.md` is referenced by `.ai/review-rules.md` but is not present in this checkout; the other referenced rule files were read and applied.
Files/categories reviewed... | open | null | false | 0 | [] | [] | 2026-04-29T15:27:42Z | 2026-04-29T15:27:42Z | null | CONTRIBUTOR | null | 20260429T153513Z | 2026-04-29T15:35:13Z | hlky | 106,811,348 | U_kgDOBl3P1A | User | false |
huggingface/diffusers | 4,351,752,503 | I_kwDOHa8MBc8AAAABA2J5Nw | 13,631 | https://github.com/huggingface/diffusers/issues/13631 | https://api.github.com/repos/huggingface/diffusers/issues/13631 | pixart_alpha model/pipeline review | # `pixart_alpha` model/pipeline review
Commit tested: `0f1abc4ae8b0eb2a3b40e82a310507281144c423`
Review performed against the repository review rules.
Duplicate search: searched GitHub Issues and PRs for `pixart_alpha`, affected class/function/file names, and failure modes. Existing duplicates/related items found fo... | open | null | false | 0 | [] | [] | 2026-04-29T15:29:09Z | 2026-04-29T15:29:09Z | null | CONTRIBUTOR | null | 20260429T153513Z | 2026-04-29T15:35:13Z | hlky | 106,811,348 | U_kgDOBl3P1A | User | false |
huggingface/diffusers | 4,351,823,045 | I_kwDOHa8MBc8AAAABA2OMxQ | 13,632 | https://github.com/huggingface/diffusers/issues/13632 | https://api.github.com/repos/huggingface/diffusers/issues/13632 | lucy model/pipeline review | # `lucy` model/pipeline review
Commit tested: `0f1abc4ae8b0eb2a3b40e82a310507281144c423`
Review performed against the repository review rules.
Duplicate search status: searched GitHub issues and PRs in `huggingface/diffusers` for `lucy`, `LucyEditPipeline`, `pipeline_lucy_edit`, `LucyPipelineOutput`, `num_videos_per... | open | null | false | 0 | [] | [] | 2026-04-29T15:40:48Z | 2026-04-29T15:40:48Z | null | CONTRIBUTOR | null | 20260429T163514Z | 2026-04-29T16:35:14Z | hlky | 106,811,348 | U_kgDOBl3P1A | User | false |
huggingface/diffusers | 4,351,836,740 | I_kwDOHa8MBc8AAAABA2PCRA | 13,633 | https://github.com/huggingface/diffusers/issues/13633 | https://api.github.com/repos/huggingface/diffusers/issues/13633 | omnigen model/pipeline review | # `omnigen` model/pipeline review
Commit tested: `0f1abc4ae8b0eb2a3b40e82a310507281144c423`
Review performed against the repository review rules.
Duplicate check: searched GitHub Issues and PRs for `omnigen`, affected class/function names, and specific failure modes. No duplicates found for the actionable issues bel... | open | null | false | 0 | [] | [] | 2026-04-29T15:43:07Z | 2026-04-29T15:43:07Z | null | CONTRIBUTOR | null | 20260429T163514Z | 2026-04-29T16:35:14Z | hlky | 106,811,348 | U_kgDOBl3P1A | User | false |
huggingface/diffusers | 4,351,846,115 | I_kwDOHa8MBc8AAAABA2Pm4w | 13,634 | https://github.com/huggingface/diffusers/issues/13634 | https://api.github.com/repos/huggingface/diffusers/issues/13634 | lumina model/pipeline review | # `lumina` model/pipeline review
Commit tested: `0f1abc4ae8b0eb2a3b40e82a310507281144c423`
Review performed against the repository review rules.
Reviewed target files, top-level/lazy exports, dummy exports, docs, fast/slow tests, dtype/device handling, offload-related config, and attention processor behavior. Fast m... | open | null | false | 0 | [] | [] | 2026-04-29T15:44:44Z | 2026-04-29T15:44:44Z | null | CONTRIBUTOR | null | 20260429T163514Z | 2026-04-29T16:35:14Z | hlky | 106,811,348 | U_kgDOBl3P1A | User | false |
huggingface/diffusers | 4,351,852,558 | I_kwDOHa8MBc8AAAABA2QADg | 13,635 | https://github.com/huggingface/diffusers/issues/13635 | https://api.github.com/repos/huggingface/diffusers/issues/13635 | ledits_pp model/pipeline review | # `ledits_pp` model/pipeline review
Commit tested: `0f1abc4ae8b0eb2a3b40e82a310507281144c423`
Review performed against the repository review rules.
Coverage checked: fast and slow test classes exist for both SD and SDXL LEdits++; fast tests passed locally with `.venv` (`3 passed, 1 skipped` for each file). Slow test... | open | null | false | 0 | [] | [] | 2026-04-29T15:45:54Z | 2026-04-29T15:45:54Z | null | CONTRIBUTOR | null | 20260429T163514Z | 2026-04-29T16:35:14Z | hlky | 106,811,348 | U_kgDOBl3P1A | User | false |
huggingface/diffusers | 4,351,858,270 | I_kwDOHa8MBc8AAAABA2QWXg | 13,636 | https://github.com/huggingface/diffusers/issues/13636 | https://api.github.com/repos/huggingface/diffusers/issues/13636 | longcat_image model/pipeline review | # `longcat_image` model/pipeline review
Commit tested: `0f1abc4ae8b0eb2a3b40e82a310507281144c423`
Review performed against the repository review rules.
Duplicate search checked GitHub issues/PRs for `longcat_image`, `LongCatImagePipeline`, `LongCatImageEditPipeline`, `LongCatImageTransformer2DModel`, `prompt_embeds`... | open | null | false | 0 | [] | [] | 2026-04-29T15:46:52Z | 2026-04-29T15:46:52Z | null | CONTRIBUTOR | null | 20260429T163514Z | 2026-04-29T16:35:14Z | hlky | 106,811,348 | U_kgDOBl3P1A | User | false |
huggingface/diffusers | 4,351,955,964 | I_kwDOHa8MBc8AAAABA2WT_A | 13,637 | https://github.com/huggingface/diffusers/issues/13637 | https://api.github.com/repos/huggingface/diffusers/issues/13637 | latent_consistency_models model/pipeline review | # `latent_consistency_models` model/pipeline review
Commit tested: `0f1abc4ae8b0eb2a3b40e82a310507281144c423`
Review performed against the repository review rules.
## Issue 1: Img2Img does not serialize `requires_safety_checker`
Affected code:
https://github.com/huggingface/diffusers/blob/0f1abc4ae8b0eb2a3b40e82a31... | open | null | false | 0 | [] | [] | 2026-04-29T16:03:04Z | 2026-04-29T16:03:04Z | null | CONTRIBUTOR | null | 20260429T163514Z | 2026-04-29T16:35:14Z | hlky | 106,811,348 | U_kgDOBl3P1A | User | false |
huggingface/diffusers | 4,351,968,376 | I_kwDOHa8MBc8AAAABA2XEeA | 13,638 | https://github.com/huggingface/diffusers/issues/13638 | https://api.github.com/repos/huggingface/diffusers/issues/13638 | easyanimate model/pipeline review | # `easyanimate` model/pipeline review
Commit tested: `0f1abc4ae8b0eb2a3b40e82a310507281144c423`
Review performed against the repository review rules.
Duplicate search: checked GitHub Issues/PRs for `EasyAnimate`, affected class/function names, and the specific failure modes. No exact duplicates found. Related: https... | open | null | false | 0 | [] | [] | 2026-04-29T16:04:54Z | 2026-04-29T16:04:54Z | null | CONTRIBUTOR | null | 20260429T163514Z | 2026-04-29T16:35:14Z | hlky | 106,811,348 | U_kgDOBl3P1A | User | false |
huggingface/diffusers | 4,351,976,993 | I_kwDOHa8MBc8AAAABA2XmIQ | 13,639 | https://github.com/huggingface/diffusers/issues/13639 | https://api.github.com/repos/huggingface/diffusers/issues/13639 | kandinsky5 model/pipeline review | # `kandinsky5` model/pipeline review
Commit tested: `0f1abc4ae8b0eb2a3b40e82a310507281144c423`
Review performed against the repository review rules.
Duplicate search performed against `huggingface/diffusers` Issues and PRs for `kandinsky5`, affected class names, output fields, prompt embedding batching, I2I tensor i... | open | null | false | 0 | [] | [] | 2026-04-29T16:06:08Z | 2026-04-29T16:06:08Z | null | CONTRIBUTOR | null | 20260429T163514Z | 2026-04-29T16:35:14Z | hlky | 106,811,348 | U_kgDOBl3P1A | User | false |
huggingface/diffusers | 4,351,986,480 | I_kwDOHa8MBc8AAAABA2YLMA | 13,640 | https://github.com/huggingface/diffusers/issues/13640 | https://api.github.com/repos/huggingface/diffusers/issues/13640 | kandinsky3 model/pipeline review | # `kandinsky3` model/pipeline review
Commit tested: `0f1abc4ae8b0eb2a3b40e82a310507281144c423`
Review performed against the repository review rules.
## Issue 1: `Kandinsky3Img2ImgPipeline` re-encodes latent image inputs
Affected code:
https://github.com/huggingface/diffusers/blob/0f1abc4ae8b0eb2a3b40e82a31050728114... | open | null | false | 0 | [] | [] | 2026-04-29T16:07:41Z | 2026-04-29T16:07:41Z | null | CONTRIBUTOR | null | 20260429T163514Z | 2026-04-29T16:35:14Z | hlky | 106,811,348 | U_kgDOBl3P1A | User | false |
huggingface/diffusers | 4,351,991,793 | I_kwDOHa8MBc8AAAABA2Yf8Q | 13,641 | https://github.com/huggingface/diffusers/issues/13641 | https://api.github.com/repos/huggingface/diffusers/issues/13641 | hunyuandit model/pipeline review | # `hunyuandit` model/pipeline review
Commit tested: `0f1abc4ae8b0eb2a3b40e82a310507281144c423`
Review performed against the repository review rules.
Reviewed: target model/pipeline files, lazy exports, config/loading paths, dtype/device/offload behavior, attention processors, docs, examples, and tests. Fast and slow... | open | null | false | 0 | [] | [] | 2026-04-29T16:08:32Z | 2026-04-29T16:08:32Z | null | CONTRIBUTOR | null | 20260429T163514Z | 2026-04-29T16:35:14Z | hlky | 106,811,348 | U_kgDOBl3P1A | User | false |
huggingface/diffusers | 4,352,001,349 | I_kwDOHa8MBc8AAAABA2ZFRQ | 13,642 | https://github.com/huggingface/diffusers/issues/13642 | https://api.github.com/repos/huggingface/diffusers/issues/13642 | [docs] typo in AutoencoderOobleck docs | Docs for `AutoencoderOobleck` have duplicated `OobleckDecoderOutput` descriptions
https://huggingface.co/docs/diffusers/api/models/autoencoder_oobleck#autoencoderoobleck
https://github.com/huggingface/diffusers/blob/0f1abc4ae8b0eb2a3b40e82a310507281144c423/docs/source/en/api/models/autoencoder_oobleck.md | closed | completed | false | 0 | [] | [] | 2026-04-29T16:10:12Z | 2026-04-29T16:51:16Z | 2026-04-29T16:51:16Z | CONTRIBUTOR | null | 20260429T173513Z | 2026-04-29T17:35:13Z | ivnvalex | 48,644,986 | MDQ6VXNlcjQ4NjQ0OTg2 | User | false |
huggingface/diffusers | 4,352,042,446 | I_kwDOHa8MBc8AAAABA2blzg | 13,643 | https://github.com/huggingface/diffusers/issues/13643 | https://api.github.com/repos/huggingface/diffusers/issues/13643 | consistency_models model/pipeline review | # `consistency_models` model/pipeline review
Commit tested: `0f1abc4ae8b0eb2a3b40e82a310507281144c423`
Review performed against the repository review rules.
## Issue 1: Random class labels ignore the supplied generator
Affected code:
https://github.com/huggingface/diffusers/blob/0f1abc4ae8b0eb2a3b40e82a310507281144... | open | null | false | 0 | [] | [] | 2026-04-29T16:17:20Z | 2026-04-29T16:17:20Z | null | CONTRIBUTOR | null | 20260429T163514Z | 2026-04-29T16:35:14Z | hlky | 106,811,348 | U_kgDOBl3P1A | User | false |
huggingface/diffusers | 4,352,088,463 | I_kwDOHa8MBc8AAAABA2eZjw | 13,646 | https://github.com/huggingface/diffusers/issues/13646 | https://api.github.com/repos/huggingface/diffusers/issues/13646 | deepfloyd_if model/pipeline review | # `deepfloyd_if` model/pipeline review
Commit tested: `0f1abc4ae8b0eb2a3b40e82a310507281144c423`
Review performed against the repository review rules. Note: `.ai/review-rules.md` references `AGENTS.md`, but that file is absent in this checkout; the remaining referenced rule files were applied.
Duplicate search statu... | open | null | false | 0 | [] | [] | 2026-04-29T16:25:44Z | 2026-04-29T16:25:44Z | null | CONTRIBUTOR | null | 20260429T163514Z | 2026-04-29T16:35:14Z | hlky | 106,811,348 | U_kgDOBl3P1A | User | false |
huggingface/diffusers | 4,352,092,460 | I_kwDOHa8MBc8AAAABA2epLA | 13,647 | https://github.com/huggingface/diffusers/issues/13647 | https://api.github.com/repos/huggingface/diffusers/issues/13647 | allegro model/pipeline review | # `allegro` model/pipeline review
Commit tested: `0f1abc4ae8b0eb2a3b40e82a310507281144c423`
Review performed against the repository review rules.
## Issue 1: VAE decode/encode fail unless tiling is enabled
Affected code:
https://github.com/huggingface/diffusers/blob/0f1abc4ae8b0eb2a3b40e82a310507281144c423/src/diff... | open | null | false | 0 | [] | [] | 2026-04-29T16:26:26Z | 2026-04-29T16:26:26Z | null | CONTRIBUTOR | null | 20260429T163514Z | 2026-04-29T16:35:14Z | hlky | 106,811,348 | U_kgDOBl3P1A | User | false |
huggingface/diffusers | 4,352,098,427 | I_kwDOHa8MBc8AAAABA2fAew | 13,648 | https://github.com/huggingface/diffusers/issues/13648 | https://api.github.com/repos/huggingface/diffusers/issues/13648 | cogview3 model/pipeline review | # `cogview3` model/pipeline review
Commit tested: `0f1abc4ae8b0eb2a3b40e82a310507281144c423`
Review performed against the repository review rules.
Duplicate search: checked GitHub Issues/PRs for `cogview3`, affected class/output names, prompt-embed batch failures, size validation, attention backend behavior, `pooled... | open | null | false | 0 | [] | [] | 2026-04-29T16:27:33Z | 2026-04-29T16:27:33Z | null | CONTRIBUTOR | null | 20260429T163514Z | 2026-04-29T16:35:14Z | hlky | 106,811,348 | U_kgDOBl3P1A | User | false |
huggingface/diffusers | 4,352,114,857 | I_kwDOHa8MBc8AAAABA2gAqQ | 13,649 | https://github.com/huggingface/diffusers/issues/13649 | https://api.github.com/repos/huggingface/diffusers/issues/13649 | ddpm model/pipeline review | # `ddpm` model/pipeline review
Commit tested: `0f1abc4ae8b0eb2a3b40e82a310507281144c423`
Review performed against the repository review rules.
Coverage status: fast DDPM tests exist, and a slow accelerator integration test exists. Local run: `2 passed, 1 skipped` for `tests/pipelines/ddpm/test_ddpm.py`; the skipped ... | open | null | false | 0 | [] | [] | 2026-04-29T16:30:31Z | 2026-04-29T16:30:31Z | null | CONTRIBUTOR | null | 20260429T163514Z | 2026-04-29T16:35:14Z | hlky | 106,811,348 | U_kgDOBl3P1A | User | false |
huggingface/diffusers | 4,352,152,737 | I_kwDOHa8MBc8AAAABA2iUoQ | 13,650 | https://github.com/huggingface/diffusers/issues/13650 | https://api.github.com/repos/huggingface/diffusers/issues/13650 | modular_pipeline_infrastructure model/pipeline review | # `modular_pipeline_infrastructure` model/pipeline review
Commit tested: `0f1abc4ae8b0eb2a3b40e82a310507281144c423`
Review performed against the repository review rules.
Files reviewed:
- `src/diffusers/modular_pipelines/__init__.py`
- `src/diffusers/modular_pipelines/components_manager.py`
- `src/diffusers/modular_... | open | null | false | 0 | [] | [] | 2026-04-29T16:37:09Z | 2026-04-29T16:37:09Z | null | CONTRIBUTOR | null | 20260429T173513Z | 2026-04-29T17:35:13Z | hlky | 106,811,348 | U_kgDOBl3P1A | User | false |
huggingface/diffusers | 4,352,203,743 | I_kwDOHa8MBc8AAAABA2lb3w | 13,651 | https://github.com/huggingface/diffusers/issues/13651 | https://api.github.com/repos/huggingface/diffusers/issues/13651 | `model_transformers_shared` model/pipeline review | # `model_transformers_shared` model/pipeline review
Commit tested: `0f1abc4ae8b0eb2a3b40e82a310507281144c423`
Review performed against the repository review rules. `AGENTS.md` is referenced by `.ai/review-rules.md` but is not present in this checkout; all available referenced rule files were read.
Files reviewed:
- ... | open | null | false | 0 | [] | [] | 2026-04-29T16:46:13Z | 2026-04-29T16:46:13Z | null | CONTRIBUTOR | null | 20260429T173513Z | 2026-04-29T17:35:13Z | hlky | 106,811,348 | U_kgDOBl3P1A | User | false |
huggingface/diffusers | 4,352,206,089 | I_kwDOHa8MBc8AAAABA2llCQ | 13,652 | https://github.com/huggingface/diffusers/issues/13652 | https://api.github.com/repos/huggingface/diffusers/issues/13652 | `model_autoencoders_shared` model/pipeline review | # `model_autoencoders_shared` model/pipeline review
Commit tested: `0f1abc4ae8b0eb2a3b40e82a310507281144c423`
Review performed against the repository review rules.
Full target file list reviewed: `autoencoder_asym_kl.py`, `autoencoder_dc.py`, `autoencoder_kl.py`, `autoencoder_kl_kvae.py`, `autoencoder_kl_kvae_video.... | open | null | false | 0 | [] | [] | 2026-04-29T16:46:40Z | 2026-04-29T16:46:40Z | null | CONTRIBUTOR | null | 20260429T173513Z | 2026-04-29T17:35:13Z | hlky | 106,811,348 | U_kgDOBl3P1A | User | false |
huggingface/diffusers | 4,352,207,536 | I_kwDOHa8MBc8AAAABA2lqsA | 13,653 | https://github.com/huggingface/diffusers/issues/13653 | https://api.github.com/repos/huggingface/diffusers/issues/13653 | `pipeline_infrastructure` model/pipeline review | # `pipeline_infrastructure` model/pipeline review
Commit tested: `0f1abc4ae8b0eb2a3b40e82a310507281144c423`
Review performed against the repository review rules.
Files reviewed: `src/diffusers/pipelines/__init__.py`, `src/diffusers/pipelines/auto_pipeline.py`, `src/diffusers/pipelines/free_init_utils.py`, `src/diffu... | open | null | false | 0 | [] | [] | 2026-04-29T16:46:57Z | 2026-04-29T16:46:57Z | null | CONTRIBUTOR | null | 20260429T173513Z | 2026-04-29T17:35:13Z | hlky | 106,811,348 | U_kgDOBl3P1A | User | false |
huggingface/diffusers | 4,352,209,103 | I_kwDOHa8MBc8AAAABA2lwzw | 13,654 | https://github.com/huggingface/diffusers/issues/13654 | https://api.github.com/repos/huggingface/diffusers/issues/13654 | `model_unets_shared` model/pipeline review | # `model_unets_shared` model/pipeline review
Commit tested: `0f1abc4ae8b0eb2a3b40e82a310507281144c423`
Review performed against the repository review rules.
Files reviewed: `unet_1d.py`, `unet_1d_blocks.py`, `unet_2d.py`, `unet_2d_blocks.py`, `unet_2d_blocks_flax.py`, `unet_3d_blocks.py`, `uvit_2d.py`, `unet_2d_cond... | open | null | false | 0 | [] | [] | 2026-04-29T16:47:11Z | 2026-04-29T16:47:11Z | null | CONTRIBUTOR | null | 20260429T173513Z | 2026-04-29T17:35:13Z | hlky | 106,811,348 | U_kgDOBl3P1A | User | false |
huggingface/diffusers | 4,352,211,392 | I_kwDOHa8MBc8AAAABA2l5wA | 13,655 | https://github.com/huggingface/diffusers/issues/13655 | https://api.github.com/repos/huggingface/diffusers/issues/13655 | `model_infrastructure` model/pipeline review | # `model_infrastructure` model/pipeline review
Commit tested: `0f1abc4ae8b0eb2a3b40e82a310507281144c423`
Review performed against the repository review rules.
All requested `model_infrastructure` files were reviewed:
```text
src/diffusers/models/__init__.py
src/diffusers/models/_modeling_parallel.py
src/diffusers/m... | open | null | false | 0 | [] | [] | 2026-04-29T16:47:35Z | 2026-04-29T16:47:35Z | null | CONTRIBUTOR | null | 20260429T173513Z | 2026-04-29T17:35:13Z | hlky | 106,811,348 | U_kgDOBl3P1A | User | false |
huggingface/diffusers | 4,352,344,649 | I_kwDOHa8MBc8AAAABA2uCSQ | 13,656 | https://github.com/huggingface/diffusers/issues/13656 | https://api.github.com/repos/huggingface/diffusers/issues/13656 | [meta issue] Systematic model/pipeline review findings / tracking | # [meta issue] Systematic model/pipeline review findings / tracking
Commit tested: `0f1abc4ae8b0eb2a3b40e82a310507281144c423`
Review performed against the repository review rules.
## Summary
- Reviewed 76 model/pipeline/shared/infrastructure targets
- Aggregated 498 issue-level findings into recurring cross-family ... | open | null | false | 7 | [] | [] | 2026-04-29T17:10:29Z | 2026-05-12T11:29:09Z | null | CONTRIBUTOR | null | 20260512T113518Z | 2026-05-12T11:35:18Z | hlky | 106,811,348 | U_kgDOBl3P1A | User | false |
huggingface/diffusers | 4,381,390,943 | I_kwDOHa8MBc8AAAABBSa4Xw | 13,680 | https://github.com/huggingface/diffusers/issues/13680 | https://api.github.com/repos/huggingface/diffusers/issues/13680 | [Windows] RTX 5070 Ti (Blackwell sm_120) - setup and deployment notes | ### Environment
- GPU: NVIDIA GeForce RTX 5070 Ti Laptop GPU (Blackwell, compute capability 12.0)
- Driver: 595.79 (CUDA 13.2)
- OS: Windows 11
- Python: 3.14
- diffusers: [latest]
### Problem
diffusers on RTX 5070 Ti requires workarounds:
- **TORCH_CUDA_ARCH_LIST=12.0** required - Blackwell not auto-detected
- **CUD... | open | null | false | 0 | [
"pipelines",
"feature-request"
] | [] | 2026-05-05T03:53:59Z | 2026-05-05T03:55:12Z | null | NONE | null | 20260505T043528Z | 2026-05-05T04:35:28Z | loongmiaow-pixel | 252,396,232 | U_kgDODwtCyA | User | false |
huggingface/diffusers | 4,384,200,074 | I_kwDOHa8MBc8AAAABBVGVig | 13,682 | https://github.com/huggingface/diffusers/issues/13682 | https://api.github.com/repos/huggingface/diffusers/issues/13682 | 如何实现flux2Klein的DPO训练 | 请问是否基于flux2klein的dpo训练脚本？ | open | null | false | 0 | [] | [] | 2026-05-05T12:55:58Z | 2026-05-05T12:55:58Z | null | NONE | null | 20260505T133530Z | 2026-05-05T13:35:30Z | PlutoQyl | 119,106,116 | U_kgDOBxlqRA | User | false |
huggingface/diffusers | 4,388,703,688 | I_kwDOHa8MBc8AAAABBZZNyA | 13,683 | https://github.com/huggingface/diffusers/issues/13683 | https://api.github.com/repos/huggingface/diffusers/issues/13683 | universal method or class to load any model locally | 90% of the time custom models including gguf files fail to load due to limited availability ".from single file" in all class or config mismatch issues
please provide any class even if it can be made in community examples, just a default class to load all components
lets just say if we use automodel or xyz class
fo... | open | null | false | 0 | [
"quantization",
"gguf",
"pipelines",
"single-file",
"feature-request"
] | [] | 2026-05-06T04:19:59Z | 2026-05-06T04:20:57Z | null | NONE | null | 20260506T043531Z | 2026-05-06T04:35:31Z | knightsun | 26,127,298 | MDQ6VXNlcjI2MTI3Mjk4 | User | false |
huggingface/diffusers | 4,398,652,205 | I_kwDOHa8MBc8AAAABBi4bLQ | 13,691 | https://github.com/huggingface/diffusers/issues/13691 | https://api.github.com/repos/huggingface/diffusers/issues/13691 | [Security] Incomplete Fix for CVE-2026-44513: community Pipeline Branch Bypasses trust_remote_code Check | ## 🔴 Security: Incomplete Fix for CVE-2026-44513 — community Pipeline Branch Bypasses `trust_remote_code` Check
**Note:** This is a security vulnerability report related to the incomplete fix for CVE-2026-44513.
### Summary
The fix for CVE-2026-44513 in `get_cached_module_file()` (`src/diffusers/utils/dynamic_modul... | closed | completed | false | 2 | [
"bug",
"pipelines"
] | [] | 2026-05-07T12:12:21Z | 2026-05-13T10:44:12Z | 2026-05-13T10:44:12Z | NONE | null | 20260513T113524Z | 2026-05-13T11:35:24Z | icysun | 17,241,351 | MDQ6VXNlcjE3MjQxMzUx | User | false |
huggingface/diffusers | 4,403,585,507 | I_kwDOHa8MBc8AAAABBnlh4w | 13,696 | https://github.com/huggingface/diffusers/issues/13696 | https://api.github.com/repos/huggingface/diffusers/issues/13696 | [bug] The mask is not correctly sharded for QwenImageTransformer + Ulysses SP | ### Describe the bug
The mask is not correctly sharded in `QwenImageTransformer` when Ulysses SP is enabled.
Since the `QwenImageTransformer`'s mask is non-contiguous, it should be expanded in an interleaved manner before being fed into each SP rank.
The current implementation shows no clear visual difference with or... | open | null | false | 3 | [
"bug",
"context-parallel",
"models"
] | [] | 2026-05-08T03:33:55Z | 2026-05-08T05:32:39Z | null | CONTRIBUTOR | null | 20260508T053517Z | 2026-05-08T05:35:17Z | zhtmike | 8,342,575 | MDQ6VXNlcjgzNDI1NzU= | User | false |
huggingface/diffusers | 4,409,989,479 | I_kwDOHa8MBc8AAAABBtsZZw | 13,700 | https://github.com/huggingface/diffusers/issues/13700 | https://api.github.com/repos/huggingface/diffusers/issues/13700 | f | null | closed | completed | false | 0 | [] | [] | 2026-05-08T23:15:24Z | 2026-05-11T08:12:08Z | 2026-05-11T08:12:08Z | NONE | null | 20260511T083516Z | 2026-05-11T08:35:16Z | Antonella-K | 184,424,681 | U_kgDOCv4Y6Q | User | false |
huggingface/diffusers | 4,412,834,625 | I_kwDOHa8MBc8AAAABBwaDQQ | 13,703 | https://github.com/huggingface/diffusers/issues/13703 | https://api.github.com/repos/huggingface/diffusers/issues/13703 | UNet1DModel loss plateauing at ≃0.5. How to fix time blindness when training on sequential data. | ### Describe the bug
The UNet1DModel class from the diffusers library seems to not be able to converge past a certain training loss threshold(usually around 0.5 - 0.6). This issue can be easily addressed by slightly modifying the default configuration, in a way that forces the network to process the time step, by conc... | closed | completed | false | 1 | [
"bug",
"models"
] | [] | 2026-05-09T14:48:04Z | 2026-05-09T23:43:16Z | 2026-05-09T23:43:16Z | NONE | null | 20260510T003516Z | 2026-05-10T00:35:16Z | elcaidaprojects-art | 282,371,626 | U_kgDOENSmKg | User | false |
huggingface/diffusers | 4,417,368,100 | I_kwDOHa8MBc8AAAABB0uwJA | 13,713 | https://github.com/huggingface/diffusers/issues/13713 | https://api.github.com/repos/huggingface/diffusers/issues/13713 | Incorporate safetensors support to TorchAO | `transformers` supports safetensors when dealing with TorchAO quantization. We should do the same for `diffusers`. This will also enable group offloading with disk support for TorchAO.
If anyone's interested in working on this, that would be huge! | open | null | false | 0 | [
"contributions-welcome",
"feature-request"
] | [] | 2026-05-11T00:57:56Z | 2026-05-11T17:19:03Z | null | MEMBER | null | 20260511T173518Z | 2026-05-11T17:35:18Z | sayakpaul | 22,957,388 | MDQ6VXNlcjIyOTU3Mzg4 | User | false |
huggingface/diffusers | 4,419,642,850 | I_kwDOHa8MBc8AAAABB25l4g | 13,717 | https://github.com/huggingface/diffusers/issues/13717 | https://api.github.com/repos/huggingface/diffusers/issues/13717 | checkpoint. Make sure all LoRA param names contain `'lora'` substring. | ### Describe the bug
```
File "....python11\Lib\site-packages\diffusers\loaders\lora_pipeline.py", line 645, in load_lora_weights
raise ValueError("Invalid LoRA checkpoint. Make sure all LoRA param names contain `'lora'` substring.")
ValueError: Invalid LoRA checkpoint. Make sure all LoRA param names contain `'lor... | closed | completed | false | 0 | [
"bug",
"needs-code-example",
"lora",
"pipelines"
] | [] | 2026-05-11T09:28:27Z | 2026-05-11T09:53:00Z | 2026-05-11T09:53:00Z | NONE | null | 20260511T103518Z | 2026-05-11T10:35:18Z | xalteropsx | 103,671,642 | U_kgDOBi3nWg | User | false |
huggingface/diffusers | 4,424,433,428 | I_kwDOHa8MBc8AAAABB7d_FA | 13,722 | https://github.com/huggingface/diffusers/issues/13722 | https://api.github.com/repos/huggingface/diffusers/issues/13722 | ErnieImageTransformer2DModel does not implement from_single_file | ### Describe the bug
ErnieImageTransformer2DModel does not implement from_single_file, unlike other transformer models such as FluxTransformer2DModel, ChromaTransformer2DModel, and ZImageTransformer2DModel.
### Reproduction
from diffusers import ErnieImageTransformer2DModel
transformer = ErnieImageTransfor... | open | null | false | 3 | [
"bug",
"models",
"single-file",
"feature-request"
] | [] | 2026-05-11T21:29:10Z | 2026-05-12T07:26:41Z | null | CONTRIBUTOR | null | 20260512T073534Z | 2026-05-12T07:35:34Z | dxqb | 183,307,934 | U_kgDOCu0Ong | User | false |
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