Refresh diffusers dataset snapshot 20260720T023538Z

README.md

@@ -75,7 +75,7 @@ Use:
 - eval set creation
 
 Notes:
-- latest snapshot: `20260720T003526Z`
+- latest snapshot: `20260720T023538Z`
 - raw data only; no labels or moderation decisions
 - PR metadata, file-level patch hunks, and full unified diffs are included
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new-contributors-report.md

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 # New Contributor Report: huggingface/diffusers
 
-- Snapshot: `20260720T003526Z`
-- Generated: `2026-07-20T00:36:02Z`
+- Snapshot: `20260720T023538Z`
+- Generated: `2026-07-20T02:36:11Z`
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 - Contributors: `135`
 
@@ -9,7 +9,7 @@
 
 | Author | Profile | First seen? | Association | Account age | Repo first seen | Snapshot PRs | Snapshot issues | Follow-through | Breadth | Automation risk | Notes |
 | --- | --- | --- | --- | ---: | --- | ---: | ---: | --- | --- | --- | --- |
-| `sayakpaul` | [profile](https://github.com/sayakpaul) | no | MEMBER | 3507d | `2023-01-13T14:42:20Z` | 1082 | 134 | strong | moderate | low | extremely high recent PR volume |
+| `sayakpaul` | [profile](https://github.com/sayakpaul) | no | MEMBER | 3507d | `2023-01-13T14:42:20Z` | 1082 | 135 | strong | moderate | low | extremely high recent PR volume |
 | `DN6` | [profile](https://github.com/DN6) | no | MEMBER | 4403d | `2023-02-22T04:27:25Z` | 384 | 14 | strong | low | low | targets high-star repos |
 | `yiyixuxu` | [profile](https://github.com/yiyixuxu) | no | MEMBER | 4019d | `2022-12-14T16:37:57Z` | 321 | 39 | strong | low | low | targets high-star repos |
 | `stevhliu` | [profile](https://github.com/stevhliu) | no | MEMBER | 2338d | `2023-02-22T18:18:22Z` | 217 | 6 | strong | low | low | high recent PR volume; no visible non-self stars; targets high-star repos |
@@ -20,7 +20,6 @@
 | `delmalih` | [profile](https://github.com/delmalih) | no | CONTRIBUTOR | 3392d | `2025-11-10T14:05:47Z` | 42 | 1 | mixed | moderate | low | high open PR share |
 | `dependabot[bot]` | [profile](https://github.com/dependabot[bot]) | no | CONTRIBUTOR | ?d | `2023-12-20T21:14:21Z` | 37 | 0 | n/a | n/a | n/a | summary unavailable |
 | `apolinario` | [profile](https://github.com/apolinario) | no | MEMBER | 5498d | `2022-07-20T09:48:08Z` | 33 | 31 | weak | low | low | high open PR share; targets high-star repos |
-| `jiqing-feng` | [profile](https://github.com/jiqing-feng) | no | CONTRIBUTOR | 1437d | `2022-11-29T08:44:19Z` | 28 | 4 | mixed | moderate | low | high recent PR volume; targets high-star repos |
 | `Anai-Guo` | [profile](https://github.com/Anai-Guo) | no | FIRST_TIME_CONTRIBUTOR | 46d | `2026-04-13T06:56:28Z` | 15 | 0 | weak | very high | high | very new account; extremely high recent PR volume; very broad repo spread; many recent closed-unmerged PRs; targets high-star repos |
 | `sywangyi` | [profile](https://github.com/sywangyi) | no | CONTRIBUTOR | 3038d | `2023-09-19T06:45:24Z` | 15 | 0 | mixed | moderate | low | targets high-star repos |
 | `dxqb` | [profile](https://github.com/dxqb) | no | CONTRIBUTOR | 628d | `2025-01-12T14:41:12Z` | 14 | 24 | n/a | low | low | no visible non-self stars |
@@ -32,9 +31,9 @@
 | `sergioperezcheco` | [profile](https://github.com/sergioperezcheco) | no | FIRST_TIME_CONTRIBUTOR | 1541d | `2026-07-17T08:50:42Z` | 7 | 0 | weak | high | medium | high recent PR volume; broad repo spread; high open PR share; targets high-star repos |
 | `yzhautouskay` | [profile](https://github.com/yzhautouskay) | no | CONTRIBUTOR | 588d | `2026-05-28T11:20:40Z` | 7 | 0 | weak | low | low | high open PR share; no visible non-self stars; targets high-star repos |
 | `Liauuu` | [profile](https://github.com/Liauuu) | no | NONE | 291d | `2026-06-13T16:59:29Z` | 6 | 0 | mixed | low | low | young account; high open PR share; targets high-star repos |
+| `atharvajoshi10` | [profile](https://github.com/atharvajoshi10) | no | CONTRIBUTOR | 3244d | `2026-05-27T21:18:03Z` | 5 | 1 | strong | low | low | targets high-star repos |
 | `tarekziade` | [profile](https://github.com/tarekziade) | no | MEMBER | 5880d | `2026-05-13T07:23:25Z` | 5 | 0 | mixed | high | medium | high recent PR volume; broad repo spread; high open PR share; targets high-star repos |
 | `wunianze666-netizen` | [profile](https://github.com/wunianze666-netizen) | no | FIRST_TIME_CONTRIBUTOR | 295d | `2026-06-08T14:18:35Z` | 5 | 0 | weak | low | low | young account; high open PR share; targets high-star repos |
-| `atharvajoshi10` | [profile](https://github.com/atharvajoshi10) | no | CONTRIBUTOR | 3244d | `2026-05-27T21:18:03Z` | 4 | 1 | strong | low | low | targets high-star repos |
 | `pzarzycki` | [profile](https://github.com/pzarzycki) | no | CONTRIBUTOR | 4891d | `2026-07-07T20:03:10Z` | 4 | 0 | weak | low | low | high open PR share |
 | `TheChyeahhh` | [profile](https://github.com/TheChyeahhh) | no | FIRST_TIME_CONTRIBUTOR | 82d | `2026-05-29T21:09:17Z` | 4 | 0 | weak | high | medium | very new account; high recent PR volume; broad repo spread; high open PR share; no visible non-self stars; targets high-star repos |
 | `buffett0323` | [profile](https://github.com/buffett0323) | no | CONTRIBUTOR | 2030d | `2026-05-22T21:59:05Z` | 3 | 0 | weak | low | low | high open PR share; targets high-star repos |
@@ -43,6 +42,7 @@
 | `Jefsky` | [profile](https://github.com/Jefsky) | no | FIRST_TIME_CONTRIBUTOR | 4418d | `2026-05-28T08:16:01Z` | 3 | 0 | weak | very high | medium | high recent PR volume; very broad repo spread; high open PR share; targets high-star repos |
 | `menglcai` | [profile](https://github.com/menglcai) | no | CONTRIBUTOR | 981d | `2026-07-14T08:27:01Z` | 3 | 0 | weak | moderate | low | high open PR share; no visible non-self stars |
 | `Sunt-ing` | [profile](https://github.com/Sunt-ing) | no | FIRST_TIME_CONTRIBUTOR | 2845d | `2026-06-22T14:21:21Z` | 3 | 0 | weak | moderate | medium | high recent PR volume; high open PR share; targets high-star repos |
+| `jiqing-feng` | [profile](https://github.com/jiqing-feng) | no | CONTRIBUTOR | 1437d | `2022-11-29T08:44:19Z` | 28 | 4 | mixed | moderate | low | high recent PR volume; targets high-star repos |
 | `zhtmike` | [profile](https://github.com/zhtmike) | no | CONTRIBUTOR | 4316d | `2026-03-17T08:08:13Z` | 7 | 4 | mixed | moderate | low | high recent PR volume |
 | `chenyangzhu1` | [profile](https://github.com/chenyangzhu1) | no | CONTRIBUTOR | 1566d | `2026-04-02T15:30:04Z` | 4 | 1 | weak | low | low | high open PR share; targets high-star repos |
 | `SamuelTallet` | [profile](https://github.com/SamuelTallet) | no | CONTRIBUTOR | 3048d | `2026-04-18T22:26:11Z` | 2 | 5 | mixed | low | low | — |
@@ -153,11 +153,11 @@
 - repo PR search: [open search](https://github.com/huggingface/diffusers/pulls?q=is%3Apr+author%3Asayakpaul)
 - repo issue search: [open search](https://github.com/huggingface/diffusers/issues?q=is%3Aissue+author%3Asayakpaul)
 - repo first seen: `2023-01-13T14:42:20Z`
-- repo last seen: `2026-07-19T15:22:27Z`
+- repo last seen: `2026-07-20T02:30:14Z`
 - first seen in snapshot: **no**
 - repo association: **MEMBER**
-- repo primary artifacts: **1216**
-- snapshot authored PRs/issues: **1082 PRs / 134 issues**
+- repo primary artifacts: **1217**
+- snapshot authored PRs/issues: **1082 PRs / 135 issues**
 - snapshot discussion activity: **8333 comments / 7210 reviews / 7529 review comments**
 - account age: **3507 days**
 - recent public PR activity: **101 PRs** (86 merged / 7 closed-unmerged / 8 open; merged rate **85%**, closed-unmerged rate **7%**, open rate **8%**)
@@ -169,9 +169,9 @@ Example artifacts:
 - [PR #14230: [chore] update rest of the licensing headers to 2026.](https://github.com/huggingface/diffusers/pull/14230) — open
 - [PR #14229: [tests] fix cosmos3 tests](https://github.com/huggingface/diffusers/pull/14229) — open
 - [PR #14223: [skills] update test skills for standard pipelines.](https://github.com/huggingface/diffusers/pull/14223) — closed, merged
+- [Issue #14247: PR GPU CI skips new-model GPU tests: Cosmos3 memory tests failed on an unrelated PR](https://github.com/huggingface/diffusers/issues/14247) — open
 - [Issue #13869: fix underlying issue with `test_from_save_pretrained_dtype_inference` is that the `model.to(dtype)` cast at](https://github.com/huggingface/diffusers/issues/13869) — open
 - [Issue #13713: Incorporate safetensors support to TorchAO](https://github.com/huggingface/diffusers/issues/13713) — closed
-- [Issue #13475: QwenImage `has_neg_prompt` derivation](https://github.com/huggingface/diffusers/issues/13475) — closed
 
 ### `DN6`
 
@@ -424,32 +424,6 @@ Example artifacts:
 - [Issue #11702: AccVid LoRA key error when loading with diffusers](https://github.com/huggingface/diffusers/issues/11702) — closed
 - [Issue #9492: Add FLUX image-to-image to `AutoPipelineForImage2Image` ](https://github.com/huggingface/diffusers/issues/9492) — closed
 
-### `jiqing-feng`
-
-- profile: [github.com/jiqing-feng](https://github.com/jiqing-feng)
-- repo PR search: [open search](https://github.com/huggingface/diffusers/pulls?q=is%3Apr+author%3Ajiqing-feng)
-- repo issue search: [open search](https://github.com/huggingface/diffusers/issues?q=is%3Aissue+author%3Ajiqing-feng)
-- repo first seen: `2022-11-29T08:44:19Z`
-- repo last seen: `2026-07-16T08:20:43Z`
-- first seen in snapshot: **no**
-- repo association: **CONTRIBUTOR**
-- repo primary artifacts: **32**
-- snapshot authored PRs/issues: **28 PRs / 4 issues**
-- snapshot discussion activity: **91 comments / 34 reviews / 34 review comments**
-- account age: **1437 days**
-- recent public PR activity: **35 PRs** (23 merged / 7 closed-unmerged / 5 open; merged rate **66%**, closed-unmerged rate **20%**, open rate **14%**)
-- public orgs: none visible
-- compact scores: follow-through **mixed**, breadth **moderate**, automation risk **low**
-- heuristic read: **high recent PR volume; targets high-star repos**
-
-Example artifacts:
-- [PR #14202: Add XPU expected slice for `SlowBnb4BitFluxControlWithLoraTests::test_lora_loading`](https://github.com/huggingface/diffusers/pull/14202) — open
-- [PR #13816: Use `device_map="auto"` in single file tests to support large models on limited GPU memory](https://github.com/huggingface/diffusers/pull/13816) — closed, merged
-- [PR #13777: Fix OOM in WanAnimate BitsAndBytes Training Test](https://github.com/huggingface/diffusers/pull/13777) — closed, merged
-- [Issue #13105: Wan-AI/Wan2.1-T2V-1.3B-Diffusers output noise](https://github.com/huggingface/diffusers/issues/13105) — closed
-- [Issue #12975: AnimateDiffPipeline performance regression on CPU.](https://github.com/huggingface/diffusers/issues/12975) — closed
-- [Issue #12632: stable_diffusion_xl_img2img failed due to dtype missmatch](https://github.com/huggingface/diffusers/issues/12632) — closed
-
 ### `Anai-Guo`
 
 - profile: [github.com/Anai-Guo](https://github.com/Anai-Guo)
@@ -706,6 +680,30 @@ Example artifacts:
 - [PR #13964: fix(pipeline): preserve original pipeline dtype in from_pipe() by default](https://github.com/huggingface/diffusers/pull/13964) — closed
 - [PR #13959: Fix silent feature mixing bug in IP-Adapter batch processing by removing redundant batch_size multiplication (#9813)](https://github.com/huggingface/diffusers/pull/13959) — closed
 
+### `atharvajoshi10`
+
+- profile: [github.com/atharvajoshi10](https://github.com/atharvajoshi10)
+- repo PR search: [open search](https://github.com/huggingface/diffusers/pulls?q=is%3Apr+author%3Aatharvajoshi10)
+- repo issue search: [open search](https://github.com/huggingface/diffusers/issues?q=is%3Aissue+author%3Aatharvajoshi10)
+- repo first seen: `2026-05-27T21:18:03Z`
+- repo last seen: `2026-07-20T01:19:05Z`
+- first seen in snapshot: **no**
+- repo association: **CONTRIBUTOR**
+- repo primary artifacts: **6**
+- snapshot authored PRs/issues: **5 PRs / 1 issues**
+- snapshot discussion activity: **0 comments / 6 reviews / 6 review comments**
+- account age: **3244 days**
+- recent public PR activity: **1 PRs** (1 merged / 0 closed-unmerged / 0 open; merged rate **100%**, closed-unmerged rate **0%**, open rate **0%**)
+- public orgs: none visible
+- compact scores: follow-through **strong**, breadth **low**, automation risk **low**
+- heuristic read: **targets high-star repos**
+
+Example artifacts:
+- [PR #14246: Fix Cosmos3 Edge generator K normalization](https://github.com/huggingface/diffusers/pull/14246) — open
+- [PR #14181: Cosmos3 edge support](https://github.com/huggingface/diffusers/pull/14181) — closed, merged
+- [PR #14054: Cosmos3 Model Parallelism](https://github.com/huggingface/diffusers/pull/14054) — open
+- [Issue #14041: Finalize Guidelines for Ulysses based context parallel attention](https://github.com/huggingface/diffusers/issues/14041) — open
+
 ### `tarekziade`
 
 - profile: [github.com/tarekziade](https://github.com/tarekziade)
@@ -752,30 +750,6 @@ Example artifacts:
 - [PR #13939: Log VQ remapping configuration through the model logger](https://github.com/huggingface/diffusers/pull/13939) — open
 - [PR #13936: Log WanAnimate interpolation resizing as a warning](https://github.com/huggingface/diffusers/pull/13936) — open
 
-### `atharvajoshi10`
-
-- profile: [github.com/atharvajoshi10](https://github.com/atharvajoshi10)
-- repo PR search: [open search](https://github.com/huggingface/diffusers/pulls?q=is%3Apr+author%3Aatharvajoshi10)
-- repo issue search: [open search](https://github.com/huggingface/diffusers/issues?q=is%3Aissue+author%3Aatharvajoshi10)
-- repo first seen: `2026-05-27T21:18:03Z`
-- repo last seen: `2026-07-14T16:54:10Z`
-- first seen in snapshot: **no**
-- repo association: **CONTRIBUTOR**
-- repo primary artifacts: **5**
-- snapshot authored PRs/issues: **4 PRs / 1 issues**
-- snapshot discussion activity: **0 comments / 6 reviews / 6 review comments**
-- account age: **3244 days**
-- recent public PR activity: **1 PRs** (1 merged / 0 closed-unmerged / 0 open; merged rate **100%**, closed-unmerged rate **0%**, open rate **0%**)
-- public orgs: none visible
-- compact scores: follow-through **strong**, breadth **low**, automation risk **low**
-- heuristic read: **targets high-star repos**
-
-Example artifacts:
-- [PR #14181: Cosmos3 edge support](https://github.com/huggingface/diffusers/pull/14181) — closed, merged
-- [PR #14054: Cosmos3 Model Parallelism](https://github.com/huggingface/diffusers/pull/14054) — open
-- [PR #13924: multi-GPU VAE Fix for Cosmos 3](https://github.com/huggingface/diffusers/pull/13924) — closed, merged
-- [Issue #14041: Finalize Guidelines for Ulysses based context parallel attention](https://github.com/huggingface/diffusers/issues/14041) — open
-
 ### `pzarzycki`
 
 - profile: [github.com/pzarzycki](https://github.com/pzarzycki)
@@ -960,6 +934,32 @@ Example artifacts:
 - [PR #14043: Fix clip_skip AttributeError on Stable Diffusion pipelines with transformers>=5.6](https://github.com/huggingface/diffusers/pull/14043) — open
 - [PR #14038: Fix group offloading for quanto-quantized models](https://github.com/huggingface/diffusers/pull/14038) — open
 
+### `jiqing-feng`
+
+- profile: [github.com/jiqing-feng](https://github.com/jiqing-feng)
+- repo PR search: [open search](https://github.com/huggingface/diffusers/pulls?q=is%3Apr+author%3Ajiqing-feng)
+- repo issue search: [open search](https://github.com/huggingface/diffusers/issues?q=is%3Aissue+author%3Ajiqing-feng)
+- repo first seen: `2022-11-29T08:44:19Z`
+- repo last seen: `2026-07-16T08:20:43Z`
+- first seen in snapshot: **no**
+- repo association: **CONTRIBUTOR**
+- repo primary artifacts: **32**
+- snapshot authored PRs/issues: **28 PRs / 4 issues**
+- snapshot discussion activity: **91 comments / 34 reviews / 34 review comments**
+- account age: **1437 days**
+- recent public PR activity: **35 PRs** (23 merged / 7 closed-unmerged / 5 open; merged rate **66%**, closed-unmerged rate **20%**, open rate **14%**)
+- public orgs: none visible
+- compact scores: follow-through **mixed**, breadth **moderate**, automation risk **low**
+- heuristic read: **high recent PR volume; targets high-star repos**
+
+Example artifacts:
+- [PR #14202: Add XPU expected slice for `SlowBnb4BitFluxControlWithLoraTests::test_lora_loading`](https://github.com/huggingface/diffusers/pull/14202) — open
+- [PR #13816: Use `device_map="auto"` in single file tests to support large models on limited GPU memory](https://github.com/huggingface/diffusers/pull/13816) — closed, merged
+- [PR #13777: Fix OOM in WanAnimate BitsAndBytes Training Test](https://github.com/huggingface/diffusers/pull/13777) — closed, merged
+- [Issue #13105: Wan-AI/Wan2.1-T2V-1.3B-Diffusers output noise](https://github.com/huggingface/diffusers/issues/13105) — closed
+- [Issue #12975: AnimateDiffPipeline performance regression on CPU.](https://github.com/huggingface/diffusers/issues/12975) — closed
+- [Issue #12632: stable_diffusion_xl_img2img failed due to dtype missmatch](https://github.com/huggingface/diffusers/issues/12632) — closed
+
 ### `zhtmike`
 
 - profile: [github.com/zhtmike](https://github.com/zhtmike)

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 }