Refresh diffusers dataset snapshot 20260710T103512Z

README.md

@@ -75,7 +75,7 @@ Use:
 - eval set creation
 
 Notes:
-- latest snapshot: `20260710T093513Z`
+- latest snapshot: `20260710T103512Z`
 - 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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@@ -31,14 +31,14 @@
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@@ -250,11 +250,11 @@
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@@ -285,6 +285,16 @@
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+            "title": "[Modular]improve loop block",
+            "url": "https://github.com/huggingface/diffusers/pull/14159",
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@@ -304,16 +314,6 @@
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-          {
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@@ -516,7 +516,7 @@
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             "number": 14089,
-            "title": "[lora training] add caption dropout and aspect ratio buckets",
+            "title": "[lora training] add caption dropout and aspect ratio buckets to krea2 and qwen-image",
             "url": "https://github.com/huggingface/diffusers/pull/14089",
             "state": "open",
             "merged": false,

new-contributors-report.md

@@ -1,7 +1,7 @@
 # New Contributor Report: huggingface/diffusers
 
-- Snapshot: `20260710T093513Z`
-- Generated: `2026-07-10T09:35:45Z`
+- Snapshot: `20260710T103512Z`
+- Generated: `2026-07-10T10:35:49Z`
 - Activity window: `60d`
 - Contributors: `128`
 
@@ -11,7 +11,7 @@
 | --- | --- | --- | --- | ---: | --- | ---: | ---: | --- | --- | --- | --- |
 | `sayakpaul` | [profile](https://github.com/sayakpaul) | no | MEMBER | 3507d | `2023-01-13T14:42:20Z` | 1073 | 134 | strong | moderate | low | extremely high recent PR volume |
 | `DN6` | [profile](https://github.com/DN6) | no | MEMBER | 4403d | `2023-02-22T04:27:25Z` | 383 | 14 | strong | low | low | targets high-star repos |
-| `yiyixuxu` | [profile](https://github.com/yiyixuxu) | no | MEMBER | 4019d | `2022-12-14T16:37:57Z` | 313 | 39 | strong | low | low | targets high-star repos |
+| `yiyixuxu` | [profile](https://github.com/yiyixuxu) | no | MEMBER | 4019d | `2022-12-14T16:37:57Z` | 314 | 39 | strong | low | low | targets high-star repos |
 | `stevhliu` | [profile](https://github.com/stevhliu) | no | MEMBER | 2338d | `2023-02-22T18:18:22Z` | 216 | 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 |
@@ -146,12 +146,12 @@
 - 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: `2026-07-10T03:19:12Z`
+- repo last seen: `2026-07-10T10:14:44Z`
 - first seen in snapshot: **no**
 - repo association: **MEMBER**
 - repo primary artifacts: **1207**
 - snapshot authored PRs/issues: **1073 PRs / 134 issues**
-- snapshot discussion activity: **8314 comments / 7150 reviews / 7465 review comments**
+- snapshot discussion activity: **8314 comments / 7151 reviews / 7466 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%**)
 - public orgs: `huggingface`, `all-things-vits`
@@ -198,11 +198,11 @@ Example artifacts:
 - repo PR search: [open search](https://github.com/huggingface/diffusers/pulls?q=is%3Apr+author%3Ayiyixuxu)
 - repo issue search: [open search](https://github.com/huggingface/diffusers/issues?q=is%3Aissue+author%3Ayiyixuxu)
 - repo first seen: `2022-12-14T16:37:57Z`
-- repo last seen: `2026-07-10T07:50:56Z`
+- repo last seen: `2026-07-10T09:50:10Z`
 - first seen in snapshot: **no**
 - repo association: **MEMBER**
-- repo primary artifacts: **352**
-- snapshot authored PRs/issues: **313 PRs / 39 issues**
+- repo primary artifacts: **353**
+- snapshot authored PRs/issues: **314 PRs / 39 issues**
 - snapshot discussion activity: **2606 comments / 3002 reviews / 3822 review comments**
 - account age: **4019 days**
 - recent public PR activity: **11 PRs** (9 merged / 0 closed-unmerged / 2 open; merged rate **82%**, closed-unmerged rate **0%**, open rate **18%**)
@@ -211,9 +211,9 @@ Example artifacts:
 - heuristic read: **targets high-star repos**
 
 Example artifacts:
+- [PR #14159: [Modular]improve loop block](https://github.com/huggingface/diffusers/pull/14159) — open
 - [PR #14157: Add tests and agent docs for `kwargs_type` input/output](https://github.com/huggingface/diffusers/pull/14157) — open
 - [PR #14096: support loading pipeline from transformer style (flat) repo ](https://github.com/huggingface/diffusers/pull/14096) — closed, merged
-- [PR #14048: [.ai] document single-file model layout and "don't reimplement Diffus…](https://github.com/huggingface/diffusers/pull/14048) — closed, merged
 - [Issue #14132: [modular] ensure branch-specific input defaults](https://github.com/huggingface/diffusers/issues/14132) — open
 - [Issue #12564: [Proposals Welcome] Fal Flashpack integration for faster model loading](https://github.com/huggingface/diffusers/issues/12564) — open
 - [Issue #12257: [Looking for community contribution] support Wan 2.2 S2V: an audio-driven cinematic video generation model](https://github.com/huggingface/diffusers/issues/12257) — open
@@ -264,7 +264,7 @@ Example artifacts:
 
 Example artifacts:
 - [PR #14158: [lora training] fix aspect ratio bucketing in dreambooth scripts (+ caption dropout, --bucket_no_upscale)](https://github.com/huggingface/diffusers/pull/14158) — open
-- [PR #14089: [lora training] add caption dropout and aspect ratio buckets](https://github.com/huggingface/diffusers/pull/14089) — open
+- [PR #14089: [lora training] add caption dropout and aspect ratio buckets to krea2 and qwen-image](https://github.com/huggingface/diffusers/pull/14089) — open
 - [PR #14074: [lora] add non-diffusers LoRA loading support for Krea 2 LoRAs](https://github.com/huggingface/diffusers/pull/14074) — closed, merged
 - [Issue #11730: Add `--lora_alpha` and metadata handling in training scripts follow up](https://github.com/huggingface/diffusers/issues/11730) — closed
 - [Issue #6546: PALP: Prompt Aligned Personalization of Text-to-Image Models 🖌️🔥](https://github.com/huggingface/diffusers/issues/6546) — closed

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