Refresh diffusers dataset snapshot 20260702T183518Z

README.md

@@ -75,7 +75,7 @@ Use:
 - eval set creation
 
 Notes:
-- latest snapshot: `20260702T173518Z`
+- latest snapshot: `20260702T183518Z`
 - 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: `20260702T173518Z`
-- Generated: `2026-07-02T17:35:55Z`
+- Snapshot: `20260702T183518Z`
+- Generated: `2026-07-02T18:35:52Z`
 - Activity window: `60d`
 - Contributors: `125`
 
@@ -58,7 +58,6 @@
 | `Enderfga` | [profile](https://github.com/Enderfga) | no | CONTRIBUTOR | 2011d | `2023-05-08T05:27:53Z` | 2 | 0 | strong | moderate | low | high recent PR volume |
 | `KartavyaDikshit` | [profile](https://github.com/KartavyaDikshit) | no | FIRST_TIME_CONTRIBUTOR | 1742d | `2026-06-22T08:21:01Z` | 2 | 0 | mixed | very high | medium | extremely high recent PR volume; very broad repo spread |
 | `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 |
 | `Shreyas-jk` | [profile](https://github.com/Shreyas-jk) | no | FIRST_TIME_CONTRIBUTOR | 547d | `2026-05-08T23:19:21Z` | 2 | 0 | mixed | low | low | no visible non-self stars |
 | `Sunt-ing` | [profile](https://github.com/Sunt-ing) | no | FIRST_TIME_CONTRIBUTOR | 2845d | `2026-06-22T14:21:21Z` | 2 | 0 | weak | moderate | medium | high recent PR volume; 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 |
@@ -77,6 +76,7 @@
 | `WaterKnight1998` | [profile](https://github.com/WaterKnight1998) | no | CONTRIBUTOR | 2876d | `2024-01-11T10:06:01Z` | 2 | 2 | mixed | low | low | high open PR share; targets high-star repos |
 | `luren55` | [profile](https://github.com/luren55) | no | FIRST_TIME_CONTRIBUTOR | 1599d | `2025-10-31T04:34:34Z` | 2 | 1 | mixed | low | low | high open PR share; targets high-star repos |
 | `gueraf` | [profile](https://github.com/gueraf) | no | FIRST_TIME_CONTRIBUTOR | 4102d | `2026-04-27T22:38:24Z` | 2 | 0 | strong | moderate | low | — |
+| `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 |
 | `Sainava` | [profile](https://github.com/Sainava) | no | NONE | 869d | `2026-06-22T18:05:17Z` | 1 | 2 | mixed | moderate | low | — |
 | `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 | FIRST_TIME_CONTRIBUTOR | 2950d | `2026-06-12T17:57:39Z` | 1 | 1 | weak | low | low | high open PR share |
@@ -169,12 +169,12 @@ 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: `2026-07-02T17:27:32Z`
+- repo last seen: `2026-07-02T17:54:14Z`
 - first seen in snapshot: **no**
 - repo association: **MEMBER**
 - repo primary artifacts: **397**
 - snapshot authored PRs/issues: **383 PRs / 14 issues**
-- snapshot discussion activity: **1089 comments / 1549 reviews / 1225 review comments**
+- snapshot discussion activity: **1089 comments / 1551 reviews / 1226 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
@@ -208,7 +208,7 @@ Example artifacts:
 - heuristic read: **targets high-star repos**
 
 Example artifacts:
-- [PR #14096: support loading pipeline from transformer style (flat) repo ](https://github.com/huggingface/diffusers/pull/14096) — 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
 - [PR #14045: Add Krea 2 (K2) text-to-image pipeline and transformer](https://github.com/huggingface/diffusers/pull/14045) — closed, merged
 - [Issue #12564: [Proposals Welcome] Fal Flashpack integration for faster model loading](https://github.com/huggingface/diffusers/issues/12564) — open
@@ -1301,28 +1301,6 @@ Example artifacts:
 - [PR #14027: fix(mag_cache): correct per-transformer step count for dual-transformer pipelines](https://github.com/huggingface/diffusers/pull/14027) — open
 - [PR #14001: [Fix] Fix three final_layer LoRA conversion bugs in _convert_sd_scripts_to_ai_toolkit](https://github.com/huggingface/diffusers/pull/14001) — closed, merged
 
-### `RobbinMarcus`
-
-- profile: [github.com/RobbinMarcus](https://github.com/RobbinMarcus)
-- repo PR search: [open search](https://github.com/huggingface/diffusers/pulls?q=is%3Apr+author%3ARobbinMarcus)
-- repo issue search: [open search](https://github.com/huggingface/diffusers/issues?q=is%3Aissue+author%3ARobbinMarcus)
-- repo first seen: `2026-05-03T18:15:59Z`
-- repo last seen: `2026-05-04T19:16:57Z`
-- first seen in snapshot: **no**
-- repo association: **CONTRIBUTOR**
-- repo primary artifacts: **2**
-- snapshot authored PRs/issues: **2 PRs / 0 issues**
-- snapshot discussion activity: **1 comments / 0 reviews / 0 review comments**
-- account age: **4718 days**
-- recent public PR activity: **2 PRs** (1 merged / 1 closed-unmerged / 0 open; merged rate **50%**, closed-unmerged rate **50%**, open rate **0%**)
-- public orgs: none visible
-- compact scores: follow-through **mixed**, breadth **low**, automation risk **low**
-- heuristic read: **many recent closed-unmerged PRs; targets high-star repos**
-
-Example artifacts:
-- [PR #13678: Fix ignored generator in FlowMatchEulerDiscreteScheduler](https://github.com/huggingface/diffusers/pull/13678) — closed, merged
-- [PR #13677: Fix ignored generator in FlowMatchEulerDiscreteScheduler](https://github.com/huggingface/diffusers/pull/13677) — closed
-
 ### `Shreyas-jk`
 
 - profile: [github.com/Shreyas-jk](https://github.com/Shreyas-jk)
@@ -1743,6 +1721,28 @@ 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
 
+### `RobbinMarcus`
+
+- profile: [github.com/RobbinMarcus](https://github.com/RobbinMarcus)
+- repo PR search: [open search](https://github.com/huggingface/diffusers/pulls?q=is%3Apr+author%3ARobbinMarcus)
+- repo issue search: [open search](https://github.com/huggingface/diffusers/issues?q=is%3Aissue+author%3ARobbinMarcus)
+- repo first seen: `2026-05-03T18:15:59Z`
+- repo last seen: `2026-05-04T19:16:57Z`
+- first seen in snapshot: **no**
+- repo association: **CONTRIBUTOR**
+- repo primary artifacts: **2**
+- snapshot authored PRs/issues: **2 PRs / 0 issues**
+- snapshot discussion activity: **1 comments / 0 reviews / 0 review comments**
+- account age: **4718 days**
+- recent public PR activity: **2 PRs** (1 merged / 1 closed-unmerged / 0 open; merged rate **50%**, closed-unmerged rate **50%**, open rate **0%**)
+- public orgs: none visible
+- compact scores: follow-through **mixed**, breadth **low**, automation risk **low**
+- heuristic read: **many recent closed-unmerged PRs; targets high-star repos**
+
+Example artifacts:
+- [PR #13678: Fix ignored generator in FlowMatchEulerDiscreteScheduler](https://github.com/huggingface/diffusers/pull/13678) — closed, merged
+- [PR #13677: Fix ignored generator in FlowMatchEulerDiscreteScheduler](https://github.com/huggingface/diffusers/pull/13677) — closed
+
 ### `Sainava`
 
 - profile: [github.com/Sainava](https://github.com/Sainava)

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+    "pr_diffs": 7632,
+    "pr_files": 53564,
+    "pull_requests": 7632,
+    "review_comments": 32442,
+    "reviews": 30171,
+    "timeline_events": 209792
+  },
+  "crawl_started_at": "2026-07-02T18:35:18Z",
+  "delta_counts": {
+    "comments": 0,
+    "issue_stubs": 2,
+    "issues": 0,
+    "links": 2369,
+    "pr_diffs": 2,
+    "pr_files": 19,
+    "pull_requests": 2,
+    "review_comments": 14,
+    "reviews": 14,
+    "timeline_events": 59
+  },
+  "extracted_at": "2026-07-02T18:35:18Z",
+  "repo": "huggingface/diffusers",
+  "snapshot_id": "20260702T183518Z",
+  "watermark": {
+    "effective_since": "2026-07-02T17:35:18Z",
+    "next_since": "2026-07-02T18:35:18Z"
+  }
+}

snapshots/latest.json

@@ -1,8 +1,8 @@
 {
-  "archived_manifest_path": "snapshots/20260702T173518Z/manifest.json",
-  "latest_snapshot_id": "20260702T173518Z",
+  "archived_manifest_path": "snapshots/20260702T183518Z/manifest.json",
+  "latest_snapshot_id": "20260702T183518Z",
   "manifest_path": "manifest.json",
-  "next_since": "2026-07-02T17:35:18Z",
+  "next_since": "2026-07-02T18:35:18Z",
   "repo": "huggingface/diffusers",
-  "snapshot_dir": "snapshots/20260702T173518Z"
+  "snapshot_dir": "snapshots/20260702T183518Z"
 }

state/watermark.json

@@ -1,7 +1,7 @@
 {
-  "effective_since": "2026-07-02T16:35:18Z",
-  "last_successful_snapshot_id": "20260702T173518Z",
-  "next_since": "2026-07-02T17:35:18Z",
+  "effective_since": "2026-07-02T17:35:18Z",
+  "last_successful_snapshot_id": "20260702T183518Z",
+  "next_since": "2026-07-02T18:35:18Z",
   "repo": "huggingface/diffusers",
-  "updated_at": "2026-07-02T17:35:18Z"
+  "updated_at": "2026-07-02T18:35:18Z"
 }