Refresh diffusers dataset snapshot 20260709T203524Z

README.md

@@ -75,7 +75,7 @@ Use:
 - eval set creation
 
 Notes:
-- latest snapshot: `20260709T193523Z`
+- latest snapshot: `20260709T203524Z`
 - raw data only; no labels or moderation decisions
 - PR metadata, file-level patch hunks, and full unified diffs are included
 - full file contents for changed files are not included

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new-contributors-report.md

@@ -1,7 +1,7 @@
 # New Contributor Report: huggingface/diffusers
 
-- Snapshot: `20260709T193523Z`
-- Generated: `2026-07-09T19:36:13Z`
+- Snapshot: `20260709T203524Z`
+- Generated: `2026-07-09T20:35:57Z`
 - Activity window: `60d`
 - Contributors: `126`
 
@@ -37,6 +37,7 @@
 | `yzhautouskay` | [profile](https://github.com/yzhautouskay) | no | CONTRIBUTOR | 588d | `2026-05-28T11:20:40Z` | 5 | 0 | weak | low | low | high open PR share; no visible non-self stars; targets high-star repos |
 | `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 |
 | `atharvajoshi10` | [profile](https://github.com/atharvajoshi10) | no | CONTRIBUTOR | 3244d | `2026-05-27T21:18:03Z` | 3 | 1 | strong | low | low | targets high-star repos |
+| `Functionhx` | [profile](https://github.com/Functionhx) | no | FIRST_TIME_CONTRIBUTOR | 753d | `2026-07-09T19:22:34Z` | 3 | 0 | weak | high | medium | high recent PR volume; broad repo spread; high open PR share; targets high-star repos |
 | `gagandhakrey` | [profile](https://github.com/gagandhakrey) | no | CONTRIBUTOR | 2330d | `2026-06-01T10:21:42Z` | 3 | 0 | weak | moderate | low | many recent closed-unmerged PRs; no visible non-self stars; targets high-star repos |
 | `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 |
 | `pzarzycki` | [profile](https://github.com/pzarzycki) | no | FIRST_TIME_CONTRIBUTOR | 4891d | `2026-07-07T20:03:10Z` | 3 | 0 | weak | low | low | high open PR share |
@@ -44,7 +45,6 @@
 | `hlky` | [profile](https://github.com/hlky) | no | CONTRIBUTOR | 1455d | `2022-08-22T10:44:45Z` | 150 | 84 | strong | moderate | low | high recent PR volume; no visible non-self stars |
 | `rootonchair` | [profile](https://github.com/rootonchair) | no | CONTRIBUTOR | 3478d | `2023-12-27T03:24:34Z` | 25 | 8 | mixed | low | low | — |
 | `kaixuanliu` | [profile](https://github.com/kaixuanliu) | no | CONTRIBUTOR | 3976d | `2025-01-20T00:59:08Z` | 15 | 1 | mixed | moderate | low | high recent PR volume; targets high-star repos |
-| `azolotenkov` | [profile](https://github.com/azolotenkov) | no | CONTRIBUTOR | 1060d | `2025-03-04T13:58:31Z` | 7 | 0 | strong | low | low | no visible non-self stars; targets high-star repos |
 | `hf-security-analysis[bot]` | [profile](https://github.com/hf-security-analysis[bot]) | no | CONTRIBUTOR | ?d | `2026-03-27T11:59:04Z` | 5 | 0 | n/a | n/a | n/a | summary unavailable |
 | `SamuelTallet` | [profile](https://github.com/SamuelTallet) | no | CONTRIBUTOR | 3048d | `2026-04-18T22:26:11Z` | 2 | 5 | mixed | low | low | — |
 | `GiGiKoneti` | [profile](https://github.com/GiGiKoneti) | no | CONTRIBUTOR | 436d | `2026-06-26T09:09:23Z` | 2 | 2 | weak | moderate | low | high open PR share |
@@ -69,6 +69,7 @@
 | `mishig25` | [profile](https://github.com/mishig25) | no | MEMBER | 4108d | `2022-09-04T19:44:43Z` | 24 | 3 | mixed | very high | medium | high recent PR volume; very broad repo spread; high open PR share |
 | `Mr-Neutr0n` | [profile](https://github.com/Mr-Neutr0n) | no | FIRST_TIME_CONTRIBUTOR | 2234d | `2026-02-07T08:06:58Z` | 11 | 0 | weak | moderate | low | high open PR share |
 | `DavidBert` | [profile](https://github.com/DavidBert) | no | CONTRIBUTOR | 4055d | `2025-09-26T15:01:33Z` | 8 | 1 | weak | low | low | high open PR share; targets high-star repos |
+| `azolotenkov` | [profile](https://github.com/azolotenkov) | no | CONTRIBUTOR | 1060d | `2025-03-04T13:58:31Z` | 7 | 0 | strong | low | low | no visible non-self stars; targets high-star repos |
 | `RuixiangMa` | [profile](https://github.com/RuixiangMa) | no | CONTRIBUTOR | 3328d | `2026-04-02T17:19:18Z` | 6 | 0 | mixed | low | low | high recent PR volume |
 | `neo` | [profile](https://github.com/neo) | no | CONTRIBUTOR | 4253d | `2023-09-20T21:42:50Z` | 5 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `catwell` | [profile](https://github.com/catwell) | no | CONTRIBUTOR | 5921d | `2024-07-19T08:49:58Z` | 3 | 0 | weak | low | low | high open PR share; targets high-star repos |
@@ -104,7 +105,6 @@
 | `delcenjo` | [profile](https://github.com/delcenjo) | no | FIRST_TIME_CONTRIBUTOR | 121d | `2026-06-23T19:06:11Z` | 1 | 0 | strong | high | medium | young account; high recent PR volume; broad repo spread; no visible non-self stars |
 | `discobot` | [profile](https://github.com/discobot) | no | FIRST_TIME_CONTRIBUTOR | 6068d | `2026-06-13T11:15:56Z` | 1 | 0 | weak | very high | medium | high recent PR volume; very broad repo spread; high open PR share |
 | `dparikh79` | [profile](https://github.com/dparikh79) | no | FIRST_TIME_CONTRIBUTOR | 2871d | `2026-05-16T22:41:41Z` | 1 | 0 | weak | high | medium | high recent PR volume; broad repo spread; high open PR share; no visible non-self stars; targets high-star repos |
-| `Functionhx` | [profile](https://github.com/Functionhx) | yes | FIRST_TIME_CONTRIBUTOR | 753d | `2026-07-09T19:22:34Z` | 1 | 0 | weak | high | medium | high recent PR volume; broad repo spread; high open PR share; targets high-star repos |
 | `gaurav-init` | [profile](https://github.com/gaurav-init) | no | FIRST_TIME_CONTRIBUTOR | 1225d | `2026-06-21T19:11:42Z` | 1 | 0 | weak | low | low | high open PR share |
 | `hf-dependantbot-rollout[bot]` | [profile](https://github.com/hf-dependantbot-rollout[bot]) | no | CONTRIBUTOR | ?d | `2026-05-26T10:32:00Z` | 1 | 0 | n/a | n/a | n/a | summary unavailable |
 | `hoangperry` | [profile](https://github.com/hoangperry) | no | FIRST_TIME_CONTRIBUTOR | 2993d | `2026-05-17T09:23:14Z` | 1 | 0 | weak | moderate | low | high open PR share; targets high-star repos |
@@ -816,6 +816,29 @@ Example artifacts:
 - [PR #13818: Adding Cosmos 3 to Diffusers](https://github.com/huggingface/diffusers/pull/13818) — closed, merged
 - [Issue #14041: Finalize Guidelines for Ulysses based context parallel attention](https://github.com/huggingface/diffusers/issues/14041) — open
 
+### `Functionhx`
+
+- profile: [github.com/Functionhx](https://github.com/Functionhx)
+- repo PR search: [open search](https://github.com/huggingface/diffusers/pulls?q=is%3Apr+author%3AFunctionhx)
+- repo issue search: [open search](https://github.com/huggingface/diffusers/issues?q=is%3Aissue+author%3AFunctionhx)
+- repo first seen: `2026-07-09T19:22:34Z`
+- repo last seen: `2026-07-09T19:41:41Z`
+- first seen in snapshot: **no**
+- repo association: **FIRST_TIME_CONTRIBUTOR**
+- repo primary artifacts: **3**
+- snapshot authored PRs/issues: **3 PRs / 0 issues**
+- snapshot discussion activity: **3 comments / 0 reviews / 0 review comments**
+- account age: **753 days**
+- recent public PR activity: **42 PRs** (0 merged / 6 closed-unmerged / 36 open; merged rate **0%**, closed-unmerged rate **14%**, open rate **86%**)
+- public orgs: none visible
+- compact scores: follow-through **weak**, breadth **high**, automation risk **medium**
+- heuristic read: **high recent PR volume; broad repo spread; high open PR share; targets high-star repos**
+
+Example artifacts:
+- [PR #14153: [Windows] Fix subfolder config.json silently skipped during download](https://github.com/huggingface/diffusers/pull/14153) — open
+- [PR #14152: [varlen] Fix non-hub backends mispacking keys for non-contiguous masks](https://github.com/huggingface/diffusers/pull/14152) — open
+- [PR #14151: [LTX2] Fix from_single_file: missing 2.3 key mappings and shared checkpoint dict draining](https://github.com/huggingface/diffusers/pull/14151) — open
+
 ### `gagandhakrey`
 
 - profile: [github.com/gagandhakrey](https://github.com/gagandhakrey)
@@ -984,29 +1007,6 @@ Example artifacts:
 - [PR #13534: Fix non-deterministic T5 outputs in HiDream pipeline tests](https://github.com/huggingface/diffusers/pull/13534) — closed, merged
 - [Issue #14063: Kandinsky5 pipeline does not support device_map=balanced](https://github.com/huggingface/diffusers/issues/14063) — closed
 
-### `azolotenkov`
-
-- profile: [github.com/azolotenkov](https://github.com/azolotenkov)
-- repo PR search: [open search](https://github.com/huggingface/diffusers/pulls?q=is%3Apr+author%3Aazolotenkov)
-- repo issue search: [open search](https://github.com/huggingface/diffusers/issues?q=is%3Aissue+author%3Aazolotenkov)
-- repo first seen: `2025-03-04T13:58:31Z`
-- repo last seen: `2026-06-03T17:59:59Z`
-- first seen in snapshot: **no**
-- repo association: **CONTRIBUTOR**
-- repo primary artifacts: **7**
-- snapshot authored PRs/issues: **7 PRs / 0 issues**
-- snapshot discussion activity: **12 comments / 10 reviews / 10 review comments**
-- account age: **1060 days**
-- recent public PR activity: **4 PRs** (3 merged / 0 closed-unmerged / 1 open; merged rate **75%**, closed-unmerged rate **0%**, open rate **25%**)
-- public orgs: none visible
-- compact scores: follow-through **strong**, breadth **low**, automation risk **low**
-- heuristic read: **no visible non-self stars; targets high-star repos**
-
-Example artifacts:
-- [PR #13857: Add Flux2 DreamBooth prior preservation tests](https://github.com/huggingface/diffusers/pull/13857) — open
-- [PR #13712: Allow bucket reshuffling with DreamBooth caches](https://github.com/huggingface/diffusers/pull/13712) — closed, merged
-- [PR #13441: Fix Qwen Image DreamBooth prior-preservation batch ordering](https://github.com/huggingface/diffusers/pull/13441) — closed, merged
-
 ### `hf-security-analysis[bot]`
 
 - profile: [github.com/hf-security-analysis[bot]](https://github.com/hf-security-analysis[bot])
@@ -1564,6 +1564,29 @@ Example artifacts:
 - [PR #12791: PRX Set downscale_freq_shift to 0 for consistency with internal implementation](https://github.com/huggingface/diffusers/pull/12791) — closed, merged
 - [Issue #13142: PRXPipeline.from_pretrained() broken with transformers 5.1.0](https://github.com/huggingface/diffusers/issues/13142) — closed
 
+### `azolotenkov`
+
+- profile: [github.com/azolotenkov](https://github.com/azolotenkov)
+- repo PR search: [open search](https://github.com/huggingface/diffusers/pulls?q=is%3Apr+author%3Aazolotenkov)
+- repo issue search: [open search](https://github.com/huggingface/diffusers/issues?q=is%3Aissue+author%3Aazolotenkov)
+- repo first seen: `2025-03-04T13:58:31Z`
+- repo last seen: `2026-06-03T17:59:59Z`
+- first seen in snapshot: **no**
+- repo association: **CONTRIBUTOR**
+- repo primary artifacts: **7**
+- snapshot authored PRs/issues: **7 PRs / 0 issues**
+- snapshot discussion activity: **12 comments / 10 reviews / 10 review comments**
+- account age: **1060 days**
+- recent public PR activity: **4 PRs** (3 merged / 0 closed-unmerged / 1 open; merged rate **75%**, closed-unmerged rate **0%**, open rate **25%**)
+- public orgs: none visible
+- compact scores: follow-through **strong**, breadth **low**, automation risk **low**
+- heuristic read: **no visible non-self stars; targets high-star repos**
+
+Example artifacts:
+- [PR #13857: Add Flux2 DreamBooth prior preservation tests](https://github.com/huggingface/diffusers/pull/13857) — open
+- [PR #13712: Allow bucket reshuffling with DreamBooth caches](https://github.com/huggingface/diffusers/pull/13712) — closed, merged
+- [PR #13441: Fix Qwen Image DreamBooth prior-preservation batch ordering](https://github.com/huggingface/diffusers/pull/13441) — closed, merged
+
 ### `RuixiangMa`
 
 - profile: [github.com/RuixiangMa](https://github.com/RuixiangMa)
@@ -2327,27 +2350,6 @@ Example artifacts:
 Example artifacts:
 - [PR #13759: fix(peft_utils): raise actionable ValueError when rank_dict is empty in get_peft_kwargs](https://github.com/huggingface/diffusers/pull/13759) — open
 
-### `Functionhx`
-
-- profile: [github.com/Functionhx](https://github.com/Functionhx)
-- repo PR search: [open search](https://github.com/huggingface/diffusers/pulls?q=is%3Apr+author%3AFunctionhx)
-- repo issue search: [open search](https://github.com/huggingface/diffusers/issues?q=is%3Aissue+author%3AFunctionhx)
-- repo first seen: `2026-07-09T19:22:34Z`
-- repo last seen: `2026-07-09T19:22:38Z`
-- first seen in snapshot: **yes**
-- repo association: **FIRST_TIME_CONTRIBUTOR**
-- repo primary artifacts: **1**
-- snapshot authored PRs/issues: **1 PRs / 0 issues**
-- snapshot discussion activity: **1 comments / 0 reviews / 0 review comments**
-- account age: **753 days**
-- recent public PR activity: **42 PRs** (0 merged / 6 closed-unmerged / 36 open; merged rate **0%**, closed-unmerged rate **14%**, open rate **86%**)
-- public orgs: none visible
-- compact scores: follow-through **weak**, breadth **high**, automation risk **medium**
-- heuristic read: **high recent PR volume; broad repo spread; high open PR share; targets high-star repos**
-
-Example artifacts:
-- [PR #14151: [LTX2] Fix from_single_file: missing 2.3 key mappings and shared checkpoint dict draining](https://github.com/huggingface/diffusers/pull/14151) — open
-
 ### `gaurav-init`
 
 - profile: [github.com/gaurav-init](https://github.com/gaurav-init)

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   "manifest_path": "manifest.json",
-  "next_since": "2026-07-09T19:35:23Z",
+  "next_since": "2026-07-09T20:35:24Z",
   "repo": "huggingface/diffusers",
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 }

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 }