Refresh diffusers dataset snapshot 20260621T203513Z

README.md

@@ -75,7 +75,7 @@ Use:
 - eval set creation
 
 Notes:
-- latest snapshot: `20260621T193628Z`
+- latest snapshot: `20260621T203513Z`
 - 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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@@ -2514,6 +2514,83 @@
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+            "number": 14029,
+            "title": "Fix kohya FLUX CLIP text-encoder LoRA loading under transformers>=5 (#13984)",
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       "follow_through_score": "weak",

new-contributors-report.md

@@ -1,7 +1,7 @@
 # New Contributor Report: huggingface/diffusers
 
-- Snapshot: `20260621T193628Z`
-- Generated: `2026-06-21T19:37:00Z`
+- Snapshot: `20260621T203513Z`
+- Generated: `2026-06-21T20:35:38Z`
 - Activity window: `60d`
 - Contributors: `114`
 
@@ -37,6 +37,7 @@
 | `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 |
 | `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 |
 | `jbbqqf` | [profile](https://github.com/jbbqqf) | no | FIRST_TIME_CONTRIBUTOR | 4301d | `2026-05-10T09:20:21Z` | 3 | 0 | weak | very high | high | extremely high recent PR volume; very broad repo spread; high open PR share |
+| `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 |
 | `NazarKozak` | [profile](https://github.com/NazarKozak) | no | FIRST_TIME_CONTRIBUTOR | 4523d | `2026-04-25T06:35:12Z` | 3 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `asomoza` | [profile](https://github.com/asomoza) | no | MEMBER | 4641d | `2023-11-10T05:32:15Z` | 52 | 12 | weak | low | low | 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 |
@@ -53,7 +54,6 @@
 | `cartesian-plane` | [profile](https://github.com/cartesian-plane) | no | FIRST_TIME_CONTRIBUTOR | 1778d | `2026-04-25T09:38:56Z` | 2 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `Enderfga` | [profile](https://github.com/Enderfga) | no | CONTRIBUTOR | 2011d | `2023-05-08T05:27:53Z` | 2 | 0 | strong | moderate | low | high recent PR volume |
 | `gueraf` | [profile](https://github.com/gueraf) | no | FIRST_TIME_CONTRIBUTOR | 4102d | `2026-04-27T22:38:24Z` | 2 | 0 | strong | moderate | low | — |
-| `Jefsky` | [profile](https://github.com/Jefsky) | no | FIRST_TIME_CONTRIBUTOR | 4418d | `2026-05-28T08:16:01Z` | 2 | 0 | weak | very high | medium | high recent PR volume; very broad repo spread; high open PR share; targets high-star repos |
 | `lcheng321` | [profile](https://github.com/lcheng321) | no | CONTRIBUTOR | 2601d | `2026-06-20T07:33:42Z` | 2 | 0 | weak | moderate | low | high open PR share; targets high-star repos |
 | `RobbinMarcus` | [profile](https://github.com/RobbinMarcus) | no | CONTRIBUTOR | 4718d | `2026-05-03T18:15:59Z` | 2 | 0 | mixed | low | low | many recent closed-unmerged PRs; targets high-star repos |
 | `terarachang` | [profile](https://github.com/terarachang) | no | CONTRIBUTOR | 3934d | `2026-04-28T06:39:25Z` | 2 | 0 | mixed | low | low | many recent closed-unmerged PRs; targets high-star repos |
@@ -94,7 +94,7 @@
 | `david-PHR` | [profile](https://github.com/david-PHR) | no | CONTRIBUTOR | 1515d | `2026-04-30T08:17:26Z` | 1 | 0 | mixed | low | low | high open PR share; targets high-star repos |
 | `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 |
-| `gaurav-init` | [profile](https://github.com/gaurav-init) | yes | FIRST_TIME_CONTRIBUTOR | 1225d | `2026-06-21T19:11:42Z` | 1 | 0 | weak | low | low | high open PR share |
+| `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 |
 | `HaoyuLi-Nova` | [profile](https://github.com/HaoyuLi-Nova) | no | FIRST_TIME_CONTRIBUTOR | 888d | `2026-04-24T15:24:20Z` | 1 | 0 | mixed | low | low | high open PR share; targets high-star repos |
 | `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 |
@@ -803,6 +803,29 @@ Example artifacts:
 - [PR #13705: Validate `num_inference_steps > 0` in `DDPMScheduler.set_timesteps` (#13394)](https://github.com/huggingface/diffusers/pull/13705) — open
 - [PR #13704: Guard against zero `std_cfg` in `rescale_noise_cfg` (#13425)](https://github.com/huggingface/diffusers/pull/13704) — open
 
+### `Jefsky`
+
+- profile: [github.com/Jefsky](https://github.com/Jefsky)
+- repo PR search: [open search](https://github.com/huggingface/diffusers/pulls?q=is%3Apr+author%3AJefsky)
+- repo issue search: [open search](https://github.com/huggingface/diffusers/issues?q=is%3Aissue+author%3AJefsky)
+- repo first seen: `2026-05-28T08:16:01Z`
+- repo last seen: `2026-06-21T20:11:41Z`
+- 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: **4418 days**
+- recent public PR activity: **82 PRs** (13 merged / 32 closed-unmerged / 37 open; merged rate **16%**, closed-unmerged rate **39%**, open rate **45%**)
+- public orgs: none visible
+- compact scores: follow-through **weak**, breadth **very high**, automation risk **medium**
+- heuristic read: **high recent PR volume; very broad repo spread; high open PR share; targets high-star repos**
+
+Example artifacts:
+- [PR #14029: Fix kohya FLUX CLIP text-encoder LoRA loading under transformers>=5 (#13984)](https://github.com/huggingface/diffusers/pull/14029) — open
+- [PR #13846: Fix incorrect batch temporal IDs for cond_model_input in dreambooth flux2 img2img](https://github.com/huggingface/diffusers/pull/13846) — open
+- [PR #13821: fix(dreambooth): correct batch handling in _prepare_image_ids for flux2 img2img](https://github.com/huggingface/diffusers/pull/13821) — open
+
 ### `NazarKozak`
 
 - profile: [github.com/NazarKozak](https://github.com/NazarKozak)
@@ -1172,28 +1195,6 @@ Example artifacts:
 - [PR #13681: Add a (rolling) KV cache for Wan models to enable autoregressive rollouts ("SelfForcing-style").](https://github.com/huggingface/diffusers/pull/13681) — open
 - [PR #13569: Add rolling KV cache hook](https://github.com/huggingface/diffusers/pull/13569) — open, draft
 
-### `Jefsky`
-
-- profile: [github.com/Jefsky](https://github.com/Jefsky)
-- repo PR search: [open search](https://github.com/huggingface/diffusers/pulls?q=is%3Apr+author%3AJefsky)
-- repo issue search: [open search](https://github.com/huggingface/diffusers/issues?q=is%3Aissue+author%3AJefsky)
-- repo first seen: `2026-05-28T08:16:01Z`
-- repo last seen: `2026-06-09T02:27:07Z`
-- first seen in snapshot: **no**
-- repo association: **FIRST_TIME_CONTRIBUTOR**
-- repo primary artifacts: **2**
-- snapshot authored PRs/issues: **2 PRs / 0 issues**
-- snapshot discussion activity: **2 comments / 0 reviews / 0 review comments**
-- account age: **4418 days**
-- recent public PR activity: **82 PRs** (13 merged / 32 closed-unmerged / 37 open; merged rate **16%**, closed-unmerged rate **39%**, open rate **45%**)
-- public orgs: none visible
-- compact scores: follow-through **weak**, breadth **very high**, automation risk **medium**
-- heuristic read: **high recent PR volume; very broad repo spread; high open PR share; targets high-star repos**
-
-Example artifacts:
-- [PR #13846: Fix incorrect batch temporal IDs for cond_model_input in dreambooth flux2 img2img](https://github.com/huggingface/diffusers/pull/13846) — open
-- [PR #13821: fix(dreambooth): correct batch handling in _prepare_image_ids for flux2 img2img](https://github.com/huggingface/diffusers/pull/13821) — open
-
 ### `lcheng321`
 
 - profile: [github.com/lcheng321](https://github.com/lcheng321)
@@ -2095,7 +2096,7 @@ Example artifacts:
 - repo issue search: [open search](https://github.com/huggingface/diffusers/issues?q=is%3Aissue+author%3Agaurav-init)
 - repo first seen: `2026-06-21T19:11:42Z`
 - repo last seen: `2026-06-21T19:11:42Z`
-- first seen in snapshot: **yes**
+- first seen in snapshot: **no**
 - repo association: **FIRST_TIME_CONTRIBUTOR**
 - repo primary artifacts: **1**
 - snapshot authored PRs/issues: **1 PRs / 0 issues**

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