Refresh diffusers dataset snapshot 20260618T123516Z

README.md

@@ -75,7 +75,7 @@ Use:
 - eval set creation
 
 Notes:
-- latest snapshot: `20260618T113516Z`
+- latest snapshot: `20260618T123516Z`
 - 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.json

@@ -1,26 +1,26 @@
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@@ -142,14 +142,14 @@
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@@ -775,6 +775,83 @@
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+          {
+            "kind": "pull_request",
+            "number": 13986,
+            "title": "[discrete diffusion] Add DiffusionGemma pipeline and schedulers",
+            "url": "https://github.com/huggingface/diffusers/pull/13986",
+            "state": "open",
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       "account_age_days": 2315,
       "young_account": false,
       "follow_through_score": "weak",

new-contributors-report.md

@@ -1,7 +1,7 @@
 # New Contributor Report: huggingface/diffusers
 
-- Snapshot: `20260618T113516Z`
-- Generated: `2026-06-18T11:35:47Z`
+- Snapshot: `20260618T123516Z`
+- Generated: `2026-06-18T12:35:44Z`
 - Activity window: `60d`
 - Contributors: `106`
 
@@ -16,6 +16,7 @@
 | `hlky` | [profile](https://github.com/hlky) | no | CONTRIBUTOR | 1455d | `2022-08-22T10:44:45Z` | 150 | 84 | strong | moderate | low | high recent PR volume; no visible non-self stars |
 | `linoytsaban` | [profile](https://github.com/linoytsaban) | no | MEMBER | 2390d | `2023-06-20T06:10:02Z` | 77 | 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` | 70 | 8 | 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` | 66 | 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 |
 | `akshan-main` | [profile](https://github.com/akshan-main) | no | CONTRIBUTOR | 1603d | `2025-11-21T08:13:14Z` | 34 | 2 | mixed | low | low | high open PR share; targets high-star repos |
 | `apolinario` | [profile](https://github.com/apolinario) | no | MEMBER | 5498d | `2022-07-20T09:48:08Z` | 32 | 31 | weak | low | low | high open PR share; targets high-star repos |
@@ -34,7 +35,6 @@
 | `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 |
 | `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 |
-| `kashif` | [profile](https://github.com/kashif) | no | MEMBER | 6611d | `2022-06-15T15:01:24Z` | 65 | 0 | mixed | high | low | high recent PR volume; broad repo spread |
 | `asomoza` | [profile](https://github.com/asomoza) | no | MEMBER | 4641d | `2023-11-10T05:32:15Z` | 52 | 12 | weak | low | low | targets high-star repos |
 | `kaixuanliu` | [profile](https://github.com/kaixuanliu) | no | CONTRIBUTOR | 3976d | `2025-01-20T00:59:08Z` | 14 | 0 | mixed | moderate | low | high recent PR volume; 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 |
@@ -92,7 +92,7 @@
 | `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 |
-| `islem-esi` | [profile](https://github.com/islem-esi) | yes | FIRST_TIME_CONTRIBUTOR | 2315d | `2026-06-18T11:22:21Z` | 1 | 0 | weak | moderate | low | high open PR share; targets high-star repos |
+| `islem-esi` | [profile](https://github.com/islem-esi) | no | FIRST_TIME_CONTRIBUTOR | 2315d | `2026-06-18T11:22:21Z` | 1 | 0 | weak | moderate | low | high open PR share; targets high-star repos |
 | `itzzdeep` | [profile](https://github.com/itzzdeep) | no | FIRST_TIME_CONTRIBUTOR | 2114d | `2026-05-11T21:21:31Z` | 1 | 0 | weak | low | low | high open PR share; no visible non-self stars; targets high-star repos |
 | `javierdejesusda` | [profile](https://github.com/javierdejesusda) | no | FIRST_TIME_CONTRIBUTOR | 549d | `2026-05-24T23:05:02Z` | 1 | 0 | mixed | high | medium | broad repo spread; high open PR share |
 | `JinLiIdeogram` | [profile](https://github.com/JinLiIdeogram) | no | NONE | 979d | `2026-05-11T18:57:43Z` | 1 | 0 | weak | low | low | many recent closed-unmerged PRs; targets high-star repos |
@@ -150,12 +150,12 @@ 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: `2026-06-18T09:24:47Z`
+- repo last seen: `2026-06-18T12:30:34Z`
 - first seen in snapshot: **no**
 - repo association: **MEMBER**
 - repo primary artifacts: **397**
 - snapshot authored PRs/issues: **383 PRs / 14 issues**
-- snapshot discussion activity: **1085 comments / 1536 reviews / 1218 review comments**
+- snapshot discussion activity: **1086 comments / 1537 reviews / 1219 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
@@ -299,6 +299,29 @@ Example artifacts:
 - [Issue #8547: Latent Consistency Model Possible Scaling Bug](https://github.com/huggingface/diffusers/issues/8547) — closed
 - [Issue #6756: Handling LoRA Scale in the Legacy LoRA Implementation.](https://github.com/huggingface/diffusers/issues/6756) — closed
 
+### `kashif`
+
+- profile: [github.com/kashif](https://github.com/kashif)
+- 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: `2026-06-18T12:34:12Z`
+- first seen in snapshot: **no**
+- repo association: **MEMBER**
+- repo primary artifacts: **66**
+- snapshot authored PRs/issues: **66 PRs / 0 issues**
+- snapshot discussion activity: **214 comments / 165 reviews / 138 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%**)
+- public orgs: none visible
+- compact scores: follow-through **mixed**, breadth **high**, automation risk **low**
+- heuristic read: **high recent PR volume; broad repo spread**
+
+Example artifacts:
+- [PR #13986: [discrete diffusion] Add DiffusionGemma pipeline and schedulers](https://github.com/huggingface/diffusers/pull/13986) — open
+- [PR #13699: [discrete diffusion] Add dflash pipeline](https://github.com/huggingface/diffusers/pull/13699) — open
+- [PR #13698: [LLADA2] Fix llada2 review #13598](https://github.com/huggingface/diffusers/pull/13698) — closed, merged
+
 ### `Ricardo-M-L`
 
 - profile: [github.com/Ricardo-M-L](https://github.com/Ricardo-M-L)
@@ -723,29 +746,6 @@ Example artifacts:
 - [PR #13558: docs(examples/server): add health-check trap when switching to background load](https://github.com/huggingface/diffusers/pull/13558) — open
 - [PR #13557: docs(flux2): clarify image= is reference conditioning, not img2img](https://github.com/huggingface/diffusers/pull/13557) — open
 
-### `kashif`
-
-- profile: [github.com/kashif](https://github.com/kashif)
-- 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: `2026-06-09T10:54:07Z`
-- first seen in snapshot: **no**
-- repo association: **MEMBER**
-- repo primary artifacts: **65**
-- snapshot authored PRs/issues: **65 PRs / 0 issues**
-- snapshot discussion activity: **214 comments / 165 reviews / 138 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%**)
-- public orgs: none visible
-- compact scores: follow-through **mixed**, breadth **high**, automation risk **low**
-- heuristic read: **high recent PR volume; broad repo spread**
-
-Example artifacts:
-- [PR #13699: [discrete diffusion] Add dflash pipeline](https://github.com/huggingface/diffusers/pull/13699) — open
-- [PR #13698: [LLADA2] Fix llada2 review #13598](https://github.com/huggingface/diffusers/pull/13698) — closed, merged
-- [PR #13333: [LLADA2] documentation fixes](https://github.com/huggingface/diffusers/pull/13333) — closed, merged
-
 ### `asomoza`
 
 - profile: [github.com/asomoza](https://github.com/asomoza)
@@ -2033,7 +2033,7 @@ Example artifacts:
 - repo issue search: [open search](https://github.com/huggingface/diffusers/issues?q=is%3Aissue+author%3Aislem-esi)
 - repo first seen: `2026-06-18T11:22:21Z`
 - repo last seen: `2026-06-18T11:22:21Z`
-- 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**

new_contributors.parquet

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:7d376f52a1dbff1d77093e936538a8070858e6327bba2f0006c6664374039f71
-size 30787
+oid sha256:7a80bc843c8550680e8347bf153582d5822f568910fcdcc57646f3436514c91b
+size 30682

pr_comments.parquet

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:d315e8453a505e9663780a570508d8c835403e98622ccbc7cbed945328297da4
-size 7050485
+oid sha256:df67d689aab0180b31570e01dd8d62d9cd4733f58a2d81f21f34427e6386b8ed
+size 7050897

pr_diffs.parquet

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:b3c0b16f8a83b4080592d0a5b4c8fc4c7fc9a8293475e00640fb90df47706ab6
-size 112699081
+oid sha256:7a0816d4042d369dcd967af9fd7d3c9eda247f32d7b70df05ea23b89255f231d
+size 112720239

pr_files.parquet

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:8ef82e380929be5dd7987b7c79857c7736a267d2ca8cc714b20a50b10a65e5c9
-size 68481990
+oid sha256:876a60a368c211fd55f2120fe97accb51dc4f0005233e420f8db03f241bc2f3f
+size 68506085

pull_requests.parquet

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:6d0158ddd37bf8f069e417a0c5ce6b85dac449b0d55e1bd4af508862f47fbef9
-size 5131798
+oid sha256:5a8a4d2ff6e402e04da46b39bec73297a974493cfc72e44d18f1b5c4df9752ad
+size 5132676

review_comments.parquet

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:01d107e1995da1dad2e644f08609f992ba6df9a0f27b7272d8d2cf9986b5bc05
-size 5668274
+oid sha256:5b30182823639020715484beea7e3171593f3d8943fb477a6519f6426e943590
+size 5668390

reviews.parquet

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:dc566ede6cdf14d834d9d758dc86a0ccac4eefeec99be343f5aaed0aab0b0add
-size 2319349
+oid sha256:8972fea696364a2f12f0a2973f03dbbe7481add52d570d84e52c7ec4a88a9c43
+size 2319432

snapshots/20260618T123516Z/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": {
+    "comments": 59975,
+    "issues": 5411,
+    "links": 7583,
+    "new_contributors": 106,
+    "pr_diffs": 7543,
+    "pr_files": 52723,
+    "pull_requests": 7543,
+    "review_comments": 32172,
+    "reviews": 29961,
+    "timeline_events": 208229
+  },
+  "crawl_started_at": "2026-06-18T12:35:16Z",
+  "delta_counts": {
+    "comments": 1,
+    "issue_stubs": 2,
+    "issues": 0,
+    "links": 1,
+    "pr_diffs": 2,
+    "pr_files": 27,
+    "pull_requests": 2,
+    "review_comments": 43,
+    "reviews": 11,
+    "timeline_events": 53
+  },
+  "extracted_at": "2026-06-18T12:35:16Z",
+  "repo": "huggingface/diffusers",
+  "snapshot_id": "20260618T123516Z",
+  "watermark": {
+    "effective_since": "2026-06-18T11:35:16Z",
+    "next_since": "2026-06-18T12:35:16Z"
+  }
+}

snapshots/latest.json

@@ -1,8 +1,8 @@
 {
-  "archived_manifest_path": "snapshots/20260618T113516Z/manifest.json",
-  "latest_snapshot_id": "20260618T113516Z",
+  "archived_manifest_path": "snapshots/20260618T123516Z/manifest.json",
+  "latest_snapshot_id": "20260618T123516Z",
   "manifest_path": "manifest.json",
-  "next_since": "2026-06-18T11:35:16Z",
+  "next_since": "2026-06-18T12:35:16Z",
   "repo": "huggingface/diffusers",
-  "snapshot_dir": "snapshots/20260618T113516Z"
+  "snapshot_dir": "snapshots/20260618T123516Z"
 }

state/watermark.json

@@ -1,7 +1,7 @@
 {
-  "effective_since": "2026-06-18T10:35:16Z",
-  "last_successful_snapshot_id": "20260618T113516Z",
-  "next_since": "2026-06-18T11:35:16Z",
+  "effective_since": "2026-06-18T11:35:16Z",
+  "last_successful_snapshot_id": "20260618T123516Z",
+  "next_since": "2026-06-18T12:35:16Z",
   "repo": "huggingface/diffusers",
-  "updated_at": "2026-06-18T11:35:16Z"
+  "updated_at": "2026-06-18T12:35:16Z"
 }