Refresh diffusers dataset snapshot 20260710T183521Z

README.md

@@ -75,7 +75,7 @@ Use:
 - eval set creation
 
 Notes:
-- latest snapshot: `20260710T173521Z`
+- latest snapshot: `20260710T183521Z`
 - 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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@@ -709,6 +709,16 @@
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new-contributors-report.md

@@ -1,9 +1,9 @@
 # New Contributor Report: huggingface/diffusers
 
-- Snapshot: `20260710T173521Z`
-- Generated: `2026-07-10T17:35:55Z`
+- Snapshot: `20260710T183521Z`
+- Generated: `2026-07-10T18:36:03Z`
 - Activity window: `60d`
-- Contributors: `129`
+- Contributors: `131`
 
 ## Summary
 
@@ -15,7 +15,7 @@
 | `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 |
 | `linoytsaban` | [profile](https://github.com/linoytsaban) | no | MEMBER | 2390d | `2023-06-20T06:10:02Z` | 80 | 2 | mixed | low | low | high open PR share; targets high-star repos |
 | `dg845` | [profile](https://github.com/dg845) | no | MEMBER | 2368d | `2023-03-22T05:10:45Z` | 71 | 10 | strong | low | low | no visible non-self stars; targets high-star repos |
-| `kashif` | [profile](https://github.com/kashif) | no | MEMBER | 6611d | `2022-06-15T15:01:24Z` | 68 | 0 | mixed | high | low | high recent PR volume; broad repo spread |
+| `kashif` | [profile](https://github.com/kashif) | no | MEMBER | 6611d | `2022-06-15T15:01:24Z` | 69 | 0 | mixed | high | low | high recent PR volume; broad repo spread |
 | `Ricardo-M-L` | [profile](https://github.com/Ricardo-M-L) | no | CONTRIBUTOR | 2123d | `2026-04-02T16:08:54Z` | 45 | 0 | weak | very high | medium | extremely high recent PR volume; very broad repo spread; high open PR share; targets high-star repos |
 | `delmalih` | [profile](https://github.com/delmalih) | no | CONTRIBUTOR | 3392d | `2025-11-10T14:05:47Z` | 36 | 1 | mixed | moderate | low | high open PR share |
 | `akshan-main` | [profile](https://github.com/akshan-main) | no | CONTRIBUTOR | 1603d | `2025-11-21T08:13:14Z` | 35 | 2 | mixed | low | low | high open PR share; targets high-star repos |
@@ -69,6 +69,7 @@
 | `bghira` | [profile](https://github.com/bghira) | no | CONTRIBUTOR | 2353d | `2023-05-13T19:58:56Z` | 28 | 45 | strong | high | low | high recent PR volume; broad repo spread |
 | `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 |
+| `christopher5106` | [profile](https://github.com/christopher5106) | no | CONTRIBUTOR | 4509d | `2024-03-30T15:52:41Z` | 9 | 28 | strong | low | low | — |
 | `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 |
@@ -132,6 +133,7 @@
 | `PreethamNoelP` | [profile](https://github.com/PreethamNoelP) | no | FIRST_TIME_CONTRIBUTOR | 1022d | `2026-06-10T00:04:40Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `ProgramerSalar` | [profile](https://github.com/ProgramerSalar) | no | FIRST_TIME_CONTRIBUTOR | 1646d | `2026-06-05T16:29:56Z` | 1 | 0 | weak | low | low | high open PR share; targets high-star repos |
 | `Pruthvi226` | [profile](https://github.com/Pruthvi226) | no | FIRST_TIME_CONTRIBUTOR | 658d | `2026-06-28T13:28:14Z` | 1 | 0 | weak | moderate | low | high open PR share; targets high-star repos |
+| `rathodkunj2005` | [profile](https://github.com/rathodkunj2005) | yes | FIRST_TIME_CONTRIBUTOR | 1838d | `2026-07-10T18:07:37Z` | 1 | 0 | mixed | moderate | low | high open PR share |
 | `rmatif` | [profile](https://github.com/rmatif) | no | CONTRIBUTOR | 2185d | `2026-05-12T16:24:51Z` | 1 | 0 | weak | moderate | low | many recent closed-unmerged PRs |
 | `rumitvn` | [profile](https://github.com/rumitvn) | no | FIRST_TIME_CONTRIBUTOR | 849d | `2026-06-14T17:28:45Z` | 1 | 0 | mixed | high | low | high recent PR volume; broad repo spread |
 | `Saurav-Gupta-9741` | [profile](https://github.com/Saurav-Gupta-9741) | no | FIRST_TIME_CONTRIBUTOR | 1743d | `2026-07-01T19:48:18Z` | 1 | 0 | weak | high | low | broad repo spread; high open PR share |
@@ -302,11 +304,11 @@ Example artifacts:
 - repo PR search: [open search](https://github.com/huggingface/diffusers/pulls?q=is%3Apr+author%3Akashif)
 - repo issue search: [open search](https://github.com/huggingface/diffusers/issues?q=is%3Aissue+author%3Akashif)
 - repo first seen: `2022-06-15T15:01:24Z`
-- repo last seen: `2026-07-04T18:26:47Z`
+- repo last seen: `2026-07-10T18:07:19Z`
 - first seen in snapshot: **no**
 - repo association: **MEMBER**
-- repo primary artifacts: **68**
-- snapshot authored PRs/issues: **68 PRs / 0 issues**
+- repo primary artifacts: **69**
+- snapshot authored PRs/issues: **69 PRs / 0 issues**
 - snapshot discussion activity: **217 comments / 178 reviews / 151 review comments**
 - account age: **6611 days**
 - recent public PR activity: **32 PRs** (18 merged / 3 closed-unmerged / 11 open; merged rate **56%**, closed-unmerged rate **9%**, open rate **34%**)
@@ -315,9 +317,9 @@ Example artifacts:
 - heuristic read: **high recent PR volume; broad repo spread**
 
 Example artifacts:
+- [PR #14164: Add a sampling animation example for discrete diffusion](https://github.com/huggingface/diffusers/pull/14164) — open
 - [PR #14121: Add ReMDM remasking to DiscreteDDIMScheduler](https://github.com/huggingface/diffusers/pull/14121) — open
 - [PR #14092: Add doc pages for the DiffusionGemma schedulers](https://github.com/huggingface/diffusers/pull/14092) — closed, merged
-- [PR #13986: [discrete diffusion] Add DiffusionGemma pipeline and schedulers](https://github.com/huggingface/diffusers/pull/13986) — closed, merged
 
 ### `Ricardo-M-L`
 
@@ -1565,6 +1567,32 @@ Example artifacts:
 - [PR #13131: Fix broken attention masking for inner padding in ZImageTransformer2DModel](https://github.com/huggingface/diffusers/pull/13131) — closed
 - [PR #13125: Fix CogVideoX scheduler prev_timestep for non-leading spacing](https://github.com/huggingface/diffusers/pull/13125) — open
 
+### `christopher5106`
+
+- profile: [github.com/christopher5106](https://github.com/christopher5106)
+- repo PR search: [open search](https://github.com/huggingface/diffusers/pulls?q=is%3Apr+author%3Achristopher5106)
+- repo issue search: [open search](https://github.com/huggingface/diffusers/issues?q=is%3Aissue+author%3Achristopher5106)
+- repo first seen: `2024-03-30T15:52:41Z`
+- repo last seen: `2026-07-10T18:04:29Z`
+- first seen in snapshot: **no**
+- repo association: **CONTRIBUTOR**
+- repo primary artifacts: **37**
+- snapshot authored PRs/issues: **9 PRs / 28 issues**
+- snapshot discussion activity: **113 comments / 2 reviews / 0 review comments**
+- account age: **4509 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: **—**
+
+Example artifacts:
+- [PR #14163: [LoRA] add LoKr adapter support (Z-Image, Flux2/Klein)](https://github.com/huggingface/diffusers/pull/14163) — open
+- [PR #13482: Fix encoder difference between modular and standard pipelines for Qwen Image and consistency with other models](https://github.com/huggingface/diffusers/pull/13482) — open
+- [PR #13373: FA4 local (_flash_4 mode)](https://github.com/huggingface/diffusers/pull/13373) — open
+- [Issue #14037: `HookRegistry._child_registries_cache` goes stale after `enable_cache`/`disable_cache` → `ValueError: No context is set`](https://github.com/huggingface/diffusers/issues/14037) — open
+- [Issue #13998: FLUX kohya LoRA conversion crashes on `final_layer` (KeyError on missing adaLN_modulation_1; "Incompatible keys" on final_layer alphas)](https://github.com/huggingface/diffusers/issues/13998) — closed
+- [Issue #13984: FLUX LoRA with CLIP text-encoder weights fails (empty rank -> IndexError) under transformers>=5](https://github.com/huggingface/diffusers/issues/13984) — open
+
 ### `DavidBert`
 
 - profile: [github.com/DavidBert](https://github.com/DavidBert)
@@ -2923,6 +2951,27 @@ Example artifacts:
 Example artifacts:
 - [PR #14081: Add Krea2 modular pipeline](https://github.com/huggingface/diffusers/pull/14081) — open
 
+### `rathodkunj2005`
+
+- profile: [github.com/rathodkunj2005](https://github.com/rathodkunj2005)
+- repo PR search: [open search](https://github.com/huggingface/diffusers/pulls?q=is%3Apr+author%3Arathodkunj2005)
+- repo issue search: [open search](https://github.com/huggingface/diffusers/issues?q=is%3Aissue+author%3Arathodkunj2005)
+- repo first seen: `2026-07-10T18:07:37Z`
+- repo last seen: `2026-07-10T18:07:37Z`
+- 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: **0 comments / 0 reviews / 0 review comments**
+- account age: **1838 days**
+- recent public PR activity: **6 PRs** (3 merged / 0 closed-unmerged / 3 open; merged rate **50%**, closed-unmerged rate **0%**, open rate **50%**)
+- public orgs: none visible
+- compact scores: follow-through **mixed**, breadth **moderate**, automation risk **low**
+- heuristic read: **high open PR share**
+
+Example artifacts:
+- [PR #14165: Handle Anima LoRA alpha keys](https://github.com/huggingface/diffusers/pull/14165) — open
+
 ### `rmatif`
 
 - profile: [github.com/rmatif](https://github.com/rmatif)

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