Refresh diffusers dataset snapshot 20260709T193523Z

README.md

@@ -75,7 +75,7 @@ Use:
 - eval set creation
 
 Notes:
-- latest snapshot: `20260709T183523Z`
+- latest snapshot: `20260709T193523Z`
 - 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

@@ -1,9 +1,9 @@
 # New Contributor Report: huggingface/diffusers
 
-- Snapshot: `20260709T183523Z`
-- Generated: `2026-07-09T18:36:01Z`
+- Snapshot: `20260709T193523Z`
+- Generated: `2026-07-09T19:36:13Z`
 - Activity window: `60d`
-- Contributors: `125`
+- Contributors: `126`
 
 ## Summary
 
@@ -34,8 +34,8 @@
 | `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 |
 | `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 |
+| `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 |
-| `yzhautouskay` | [profile](https://github.com/yzhautouskay) | no | CONTRIBUTOR | 588d | `2026-05-28T11:20:40Z` | 4 | 0 | weak | low | low | 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 |
 | `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 |
@@ -78,6 +78,7 @@
 | `sqhuang` | [profile](https://github.com/sqhuang) | no | CONTRIBUTOR | 4036d | `2025-11-23T14:01:52Z` | 2 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `xodn348` | [profile](https://github.com/xodn348) | no | NONE | 2380d | `2026-05-07T07:22:44Z` | 2 | 0 | weak | very high | high | extremely high recent PR volume; very broad repo spread; high open PR share |
 | `Sainava` | [profile](https://github.com/Sainava) | no | NONE | 869d | `2026-06-22T18:05:17Z` | 1 | 2 | mixed | moderate | low | — |
+| `amd-inechakr` | [profile](https://github.com/amd-inechakr) | no | FIRST_TIME_CONTRIBUTOR | 150d | `2026-06-26T22:12:12Z` | 1 | 1 | weak | low | medium | young account; high open PR share; no visible non-self stars; targets high-star repos |
 | `CodingForAGI` | [profile](https://github.com/CodingForAGI) | no | FIRST_TIMER | 1067d | `2026-07-05T12:10:16Z` | 1 | 1 | weak | low | low | high open PR share; targets high-star repos |
 | `ElectricGoal` | [profile](https://github.com/ElectricGoal) | no | CONTRIBUTOR | 2916d | `2026-06-25T10:27:43Z` | 1 | 1 | weak | low | low | high open PR share; targets high-star repos |
 | `gabe-engineers` | [profile](https://github.com/gabe-engineers) | no | NONE | 2950d | `2026-06-12T17:57:39Z` | 1 | 1 | weak | low | low | high open PR share |
@@ -89,7 +90,6 @@
 | `Zhu1116` | [profile](https://github.com/Zhu1116) | no | FIRST_TIMER | 2178d | `2025-05-30T08:21:12Z` | 1 | 1 | weak | low | low | high open PR share; targets high-star repos |
 | `abhay23-AI` | [profile](https://github.com/abhay23-AI) | no | FIRST_TIME_CONTRIBUTOR | 519d | `2026-06-17T17:25:14Z` | 1 | 0 | mixed | low | low | no visible non-self stars; targets high-star repos |
 | `Allure2233` | [profile](https://github.com/Allure2233) | no | FIRST_TIMER | 719d | `2026-06-22T08:03:05Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
-| `amd-inechakr` | [profile](https://github.com/amd-inechakr) | no | FIRST_TIME_CONTRIBUTOR | 150d | `2026-06-26T22:12:12Z` | 1 | 0 | weak | low | medium | young account; high open PR share; no visible non-self stars; targets high-star repos |
 | `archievi` | [profile](https://github.com/archievi) | no | FIRST_TIME_CONTRIBUTOR | 3995d | `2026-06-14T00:32:24Z` | 1 | 0 | weak | moderate | low | high open PR share; targets high-star repos |
 | `arieleli01212` | [profile](https://github.com/arieleli01212) | no | NONE | 407d | `2026-05-17T18:44:15Z` | 1 | 0 | weak | high | medium | broad repo spread; high open PR share; no visible non-self stars; targets high-star repos |
 | `aryanmotgi` | [profile](https://github.com/aryanmotgi) | no | FIRST_TIME_CONTRIBUTOR | 1809d | `2026-05-22T02:15:07Z` | 1 | 0 | strong | high | medium | extremely high recent PR volume; broad repo spread |
@@ -104,6 +104,7 @@
 | `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 |
@@ -169,12 +170,12 @@ Example artifacts:
 - repo PR search: [open search](https://github.com/huggingface/diffusers/pulls?q=is%3Apr+author%3ADN6)
 - repo issue search: [open search](https://github.com/huggingface/diffusers/issues?q=is%3Aissue+author%3ADN6)
 - repo first seen: `2023-02-22T04:27:25Z`
-- repo last seen: `2026-07-09T18:08:04Z`
+- repo last seen: `2026-07-09T19:16:38Z`
 - first seen in snapshot: **no**
 - repo association: **MEMBER**
 - repo primary artifacts: **397**
 - snapshot authored PRs/issues: **383 PRs / 14 issues**
-- snapshot discussion activity: **1092 comments / 1555 reviews / 1243 review comments**
+- snapshot discussion activity: **1092 comments / 1556 reviews / 1244 review comments**
 - account age: **4403 days**
 - recent public PR activity: **12 PRs** (10 merged / 1 closed-unmerged / 1 open; merged rate **83%**, closed-unmerged rate **8%**, open rate **8%**)
 - public orgs: none visible
@@ -745,6 +746,29 @@ 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
 
+### `yzhautouskay`
+
+- profile: [github.com/yzhautouskay](https://github.com/yzhautouskay)
+- repo PR search: [open search](https://github.com/huggingface/diffusers/pulls?q=is%3Apr+author%3Ayzhautouskay)
+- repo issue search: [open search](https://github.com/huggingface/diffusers/issues?q=is%3Aissue+author%3Ayzhautouskay)
+- repo first seen: `2026-05-28T11:20:40Z`
+- repo last seen: `2026-07-09T19:06:12Z`
+- first seen in snapshot: **no**
+- repo association: **CONTRIBUTOR**
+- repo primary artifacts: **5**
+- snapshot authored PRs/issues: **5 PRs / 0 issues**
+- snapshot discussion activity: **1 comments / 6 reviews / 6 review comments**
+- account age: **588 days**
+- recent public PR activity: **1 PRs** (0 merged / 0 closed-unmerged / 1 open; merged rate **0%**, closed-unmerged rate **0%**, open rate **100%**)
+- public orgs: none visible
+- compact scores: follow-through **weak**, breadth **low**, automation risk **low**
+- heuristic read: **high open PR share; no visible non-self stars; targets high-star repos**
+
+Example artifacts:
+- [PR #14150: Transfer support for Cosmos3 ModularPipeline](https://github.com/huggingface/diffusers/pull/14150) — open
+- [PR #14110: Cosmos3 ModularPipeline](https://github.com/huggingface/diffusers/pull/14110) — closed, merged
+- [PR #14053: Transfer capability to Cosmos3 pipeline](https://github.com/huggingface/diffusers/pull/14053) — open
+
 ### `TheChyeahhh`
 
 - profile: [github.com/TheChyeahhh](https://github.com/TheChyeahhh)
@@ -768,29 +792,6 @@ Example artifacts:
 - [PR #13841: Fix typo: maxmium -> maximum in memory optimization docs](https://github.com/huggingface/diffusers/pull/13841) — open
 - [PR #13839: Fix stale docstring in KarrasVeScheduler.step_correct](https://github.com/huggingface/diffusers/pull/13839) — open
 
-### `yzhautouskay`
-
-- profile: [github.com/yzhautouskay](https://github.com/yzhautouskay)
-- repo PR search: [open search](https://github.com/huggingface/diffusers/pulls?q=is%3Apr+author%3Ayzhautouskay)
-- repo issue search: [open search](https://github.com/huggingface/diffusers/issues?q=is%3Aissue+author%3Ayzhautouskay)
-- repo first seen: `2026-05-28T11:20:40Z`
-- repo last seen: `2026-07-03T12:31:33Z`
-- first seen in snapshot: **no**
-- repo association: **CONTRIBUTOR**
-- repo primary artifacts: **4**
-- snapshot authored PRs/issues: **4 PRs / 0 issues**
-- snapshot discussion activity: **1 comments / 6 reviews / 6 review comments**
-- account age: **588 days**
-- recent public PR activity: **1 PRs** (0 merged / 0 closed-unmerged / 1 open; merged rate **0%**, closed-unmerged rate **0%**, open rate **100%**)
-- public orgs: none visible
-- compact scores: follow-through **weak**, breadth **low**, automation risk **low**
-- heuristic read: **high open PR share; no visible non-self stars; targets high-star repos**
-
-Example artifacts:
-- [PR #14110: Cosmos3 ModularPipeline](https://github.com/huggingface/diffusers/pull/14110) — closed, merged
-- [PR #14053: Transfer capability to Cosmos3 pipeline](https://github.com/huggingface/diffusers/pull/14053) — open
-- [PR #13896: Add Cosmos3 video2video generation support](https://github.com/huggingface/diffusers/pull/13896) — closed, merged
-
 ### `atharvajoshi10`
 
 - profile: [github.com/atharvajoshi10](https://github.com/atharvajoshi10)
@@ -1770,6 +1771,28 @@ Example artifacts:
 - [Issue #14076: [Proposal]: Support LoRA loading for MotifVideo pipelines](https://github.com/huggingface/diffusers/issues/14076) — closed
 - [Issue #14042: Add Flux2KleinImg2ImgPipeline for FLUX.2 Klein](https://github.com/huggingface/diffusers/issues/14042) — closed
 
+### `amd-inechakr`
+
+- profile: [github.com/amd-inechakr](https://github.com/amd-inechakr)
+- repo PR search: [open search](https://github.com/huggingface/diffusers/pulls?q=is%3Apr+author%3Aamd-inechakr)
+- repo issue search: [open search](https://github.com/huggingface/diffusers/issues?q=is%3Aissue+author%3Aamd-inechakr)
+- repo first seen: `2026-06-26T22:12:12Z`
+- repo last seen: `2026-07-09T18:42:53Z`
+- first seen in snapshot: **no**
+- repo association: **FIRST_TIME_CONTRIBUTOR**
+- repo primary artifacts: **2**
+- snapshot authored PRs/issues: **1 PRs / 1 issues**
+- snapshot discussion activity: **0 comments / 0 reviews / 0 review comments**
+- account age: **150 days**
+- recent public PR activity: **1 PRs** (0 merged / 0 closed-unmerged / 1 open; merged rate **0%**, closed-unmerged rate **0%**, open rate **100%**)
+- public orgs: none visible
+- compact scores: follow-through **weak**, breadth **low**, automation risk **medium**
+- heuristic read: **young account; high open PR share; no visible non-self stars; targets high-star repos**
+
+Example artifacts:
+- [PR #14077: Add quark as an autoquantizer](https://github.com/huggingface/diffusers/pull/14077) — open
+- [Issue #14149: Add AMD Quark support to Diffusers](https://github.com/huggingface/diffusers/issues/14149) — open
+
 ### `CodingForAGI`
 
 - profile: [github.com/CodingForAGI](https://github.com/CodingForAGI)
@@ -2010,27 +2033,6 @@ Example artifacts:
 Example artifacts:
 - [PR #14034: Add convert_diffusers_to_cogvideox.py reverse conversion script](https://github.com/huggingface/diffusers/pull/14034) — open
 
-### `amd-inechakr`
-
-- profile: [github.com/amd-inechakr](https://github.com/amd-inechakr)
-- repo PR search: [open search](https://github.com/huggingface/diffusers/pulls?q=is%3Apr+author%3Aamd-inechakr)
-- repo issue search: [open search](https://github.com/huggingface/diffusers/issues?q=is%3Aissue+author%3Aamd-inechakr)
-- repo first seen: `2026-06-26T22:12:12Z`
-- repo last seen: `2026-06-26T22:12:12Z`
-- first seen in snapshot: **no**
-- repo association: **FIRST_TIME_CONTRIBUTOR**
-- repo primary artifacts: **1**
-- snapshot authored PRs/issues: **1 PRs / 0 issues**
-- snapshot discussion activity: **0 comments / 0 reviews / 0 review comments**
-- account age: **150 days**
-- recent public PR activity: **1 PRs** (0 merged / 0 closed-unmerged / 1 open; merged rate **0%**, closed-unmerged rate **0%**, open rate **100%**)
-- public orgs: none visible
-- compact scores: follow-through **weak**, breadth **low**, automation risk **medium**
-- heuristic read: **young account; high open PR share; no visible non-self stars; targets high-star repos**
-
-Example artifacts:
-- [PR #14077: Add quark as an autoquantizer](https://github.com/huggingface/diffusers/pull/14077) — open
-
 ### `archievi`
 
 - profile: [github.com/archievi](https://github.com/archievi)
@@ -2325,6 +2327,27 @@ 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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-size 5304751
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-size 2364192
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+size 2364333

snapshots/20260709T193523Z/manifest.json

@@ -0,0 +1,39 @@
+{
+  "artifacts": {
+    "new_contributors_json": "new-contributors-report.json",
+    "new_contributors_markdown": "new-contributors-report.md",
+    "new_contributors_parquet": "new_contributors.parquet"
+  },
+  "counts": {
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+    "issues": 5457,
+    "links": 8725,
+    "new_contributors": 126,
+    "pr_diffs": 7660,
+    "pr_files": 54171,
+    "pull_requests": 7660,
+    "review_comments": 32791,
+    "reviews": 30321,
+    "timeline_events": 210543
+  },
+  "crawl_started_at": "2026-07-09T19:35:23Z",
+  "delta_counts": {
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+    "issue_stubs": 6,
+    "issues": 2,
+    "links": 4,
+    "pr_diffs": 4,
+    "pr_files": 32,
+    "pull_requests": 4,
+    "review_comments": 49,
+    "reviews": 14,
+    "timeline_events": 108
+  },
+  "extracted_at": "2026-07-09T19:35:23Z",
+  "repo": "huggingface/diffusers",
+  "snapshot_id": "20260709T193523Z",
+  "watermark": {
+    "effective_since": "2026-07-09T18:35:23Z",
+    "next_since": "2026-07-09T19:35:23Z"
+  }
+}

snapshots/latest.json

@@ -1,8 +1,8 @@
 {
-  "archived_manifest_path": "snapshots/20260709T183523Z/manifest.json",
-  "latest_snapshot_id": "20260709T183523Z",
+  "archived_manifest_path": "snapshots/20260709T193523Z/manifest.json",
+  "latest_snapshot_id": "20260709T193523Z",
   "manifest_path": "manifest.json",
-  "next_since": "2026-07-09T18:35:23Z",
+  "next_since": "2026-07-09T19:35:23Z",
   "repo": "huggingface/diffusers",
-  "snapshot_dir": "snapshots/20260709T183523Z"
+  "snapshot_dir": "snapshots/20260709T193523Z"
 }

state/watermark.json

@@ -1,7 +1,7 @@
 {
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-  "last_successful_snapshot_id": "20260709T183523Z",
-  "next_since": "2026-07-09T18:35:23Z",
+  "effective_since": "2026-07-09T18:35:23Z",
+  "last_successful_snapshot_id": "20260709T193523Z",
+  "next_since": "2026-07-09T19:35:23Z",
   "repo": "huggingface/diffusers",
-  "updated_at": "2026-07-09T18:35:23Z"
+  "updated_at": "2026-07-09T19:35:23Z"
 }