Refresh transformers dataset snapshot 20260417T220542Z

README.md

@@ -75,7 +75,7 @@ Use:
 - eval set creation
 
 Notes:
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+- latest snapshot: `20260417T220542Z`
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new-contributors-report.md

@@ -1,7 +1,7 @@
 # New Contributor Report: huggingface/transformers
 
-- Snapshot: `20260417T210541Z`
-- Generated: `2026-04-17T21:06:48Z`
+- Snapshot: `20260417T220542Z`
+- Generated: `2026-04-17T22:08:03Z`
 - Activity window: `60d`
 - Contributors: `373`
 
@@ -58,24 +58,24 @@
 | `aman-coder03` | [profile](https://github.com/aman-coder03) | no | FIRST_TIME_CONTRIBUTOR | 785d | `2026-02-16T15:14:20Z` | 5 | 0 | weak | high | medium | high recent PR volume; broad repo spread; high open PR share |
 | `Krishnachaitanyakc` | [profile](https://github.com/Krishnachaitanyakc) | no | CONTRIBUTOR | 3498d | `2026-03-25T02:14:38Z` | 5 | 0 | weak | very high | medium | extremely high recent PR volume; very broad repo spread; high open PR share; targets high-star repos |
 | `mariam851` | [profile](https://github.com/mariam851) | no | CONTRIBUTOR | 1176d | `2026-02-15T08:51:26Z` | 5 | 0 | weak | low | low | many recent closed-unmerged PRs; no visible non-self stars; targets high-star repos |
-| `mvanhorn` | [profile](https://github.com/mvanhorn) | no | CONTRIBUTOR | ?d | `2026-03-09T14:59:27Z` | 5 | 0 | n/a | n/a | n/a | summary unavailable |
+| `mvanhorn` | [profile](https://github.com/mvanhorn) | no | CONTRIBUTOR | 5652d | `2026-03-09T14:59:27Z` | 5 | 0 | mixed | very high | medium | extremely high recent PR volume; very broad repo spread |
 | `sxu75374` | [profile](https://github.com/sxu75374) | no | NONE | 2026d | `2026-02-27T04:48:08Z` | 5 | 0 | weak | high | medium | high recent PR volume; broad repo spread; many recent closed-unmerged PRs; targets high-star repos |
-| `dacorvo` | [profile](https://github.com/dacorvo) | no | MEMBER | ?d | `2026-03-13T14:45:22Z` | 4 | 6 | n/a | n/a | n/a | summary unavailable |
-| `KoichiYasuoka` | [profile](https://github.com/KoichiYasuoka) | no | CONTRIBUTOR | ?d | `2026-01-21T06:14:39Z` | 4 | 3 | n/a | n/a | n/a | summary unavailable |
-| `Charly21r` | [profile](https://github.com/Charly21r) | no | CONTRIBUTOR | ?d | `2026-03-13T09:00:25Z` | 4 | 0 | n/a | n/a | n/a | summary unavailable |
+| `dacorvo` | [profile](https://github.com/dacorvo) | no | MEMBER | 5038d | `2026-03-13T14:45:22Z` | 4 | 6 | mixed | moderate | low | — |
+| `KoichiYasuoka` | [profile](https://github.com/KoichiYasuoka) | no | CONTRIBUTOR | 3839d | `2026-01-21T06:14:39Z` | 4 | 3 | weak | low | low | targets high-star repos |
+| `Charly21r` | [profile](https://github.com/Charly21r) | no | CONTRIBUTOR | 359d | `2026-03-13T09:00:25Z` | 4 | 0 | weak | low | low | young account; high open PR share; targets high-star repos |
 | `hf-security-analysis[bot]` | [profile](https://github.com/hf-security-analysis[bot]) | no | CONTRIBUTOR | ?d | `2026-03-11T15:39:30Z` | 4 | 0 | n/a | n/a | n/a | summary unavailable |
 | `manavshrivastavagit` | [profile](https://github.com/manavshrivastavagit) | no | NONE | 4699d | `2026-02-24T20:35:18Z` | 4 | 0 | weak | low | low | many recent closed-unmerged PRs; targets high-star repos |
-| `nightcityblade` | [profile](https://github.com/nightcityblade) | no | CONTRIBUTOR | ?d | `2026-02-18T23:07:23Z` | 4 | 0 | n/a | n/a | n/a | summary unavailable |
-| `RudrenduPaul` | [profile](https://github.com/RudrenduPaul) | no | CONTRIBUTOR | ?d | `2026-04-09T09:34:42Z` | 4 | 0 | n/a | n/a | n/a | summary unavailable |
-| `RyanMullins` | [profile](https://github.com/RyanMullins) | no | CONTRIBUTOR | ?d | `2026-03-12T13:32:25Z` | 4 | 0 | n/a | n/a | n/a | summary unavailable |
+| `nightcityblade` | [profile](https://github.com/nightcityblade) | no | CONTRIBUTOR | 67d | `2026-02-18T23:07:23Z` | 4 | 0 | weak | very high | high | very new account; extremely high recent PR volume; very broad repo spread; targets high-star repos |
+| `RudrenduPaul` | [profile](https://github.com/RudrenduPaul) | no | CONTRIBUTOR | 2913d | `2026-04-09T09:34:42Z` | 4 | 0 | weak | moderate | low | high open PR share; targets high-star repos |
+| `RyanMullins` | [profile](https://github.com/RyanMullins) | no | CONTRIBUTOR | 5413d | `2026-03-12T13:32:25Z` | 4 | 0 | mixed | low | low | high open PR share; targets high-star repos |
 | `Zephyr-Blessed` | [profile](https://github.com/Zephyr-Blessed) | no | FIRST_TIME_CONTRIBUTOR | 63d | `2026-02-17T11:04:52Z` | 4 | 0 | weak | moderate | medium | very new account; many recent closed-unmerged PRs; high open PR share; no visible non-self stars; targets high-star repos |
-| `jw9603` | [profile](https://github.com/jw9603) | no | CONTRIBUTOR | ?d | `2026-03-04T00:51:26Z` | 3 | 2 | n/a | n/a | n/a | summary unavailable |
-| `paulinebm` | [profile](https://github.com/paulinebm) | no | MEMBER | ?d | `2026-03-25T14:55:10Z` | 3 | 1 | n/a | n/a | n/a | summary unavailable |
+| `jw9603` | [profile](https://github.com/jw9603) | no | CONTRIBUTOR | 2050d | `2026-03-04T00:51:26Z` | 3 | 2 | weak | low | low | targets high-star repos |
+| `paulinebm` | [profile](https://github.com/paulinebm) | no | MEMBER | 830d | `2026-03-25T14:55:10Z` | 3 | 1 | strong | very high | medium | extremely high recent PR volume; very broad repo spread; no visible non-self stars |
 | `Cursx` | [profile](https://github.com/Cursx) | no | NONE | 3073d | `2026-03-31T01:44:52Z` | 3 | 0 | weak | moderate | low | many recent closed-unmerged PRs; targets high-star repos |
-| `javierdejesusda` | [profile](https://github.com/javierdejesusda) | no | CONTRIBUTOR | ?d | `2026-03-22T17:27:20Z` | 3 | 0 | n/a | n/a | n/a | summary unavailable |
+| `javierdejesusda` | [profile](https://github.com/javierdejesusda) | no | CONTRIBUTOR | 508d | `2026-03-22T17:27:20Z` | 3 | 0 | mixed | high | low | high recent PR volume; broad repo spread |
 | `jayakumarpujar` | [profile](https://github.com/jayakumarpujar) | no | NONE | 2663d | `2026-03-01T01:47:44Z` | 3 | 0 | mixed | low | low | — |
-| `jnMetaCode` | [profile](https://github.com/jnMetaCode) | no | CONTRIBUTOR | ?d | `2026-03-08T09:21:22Z` | 3 | 0 | n/a | n/a | n/a | summary unavailable |
-| `juliendenize` | [profile](https://github.com/juliendenize) | no | CONTRIBUTOR | ?d | `2026-03-13T10:24:11Z` | 3 | 0 | n/a | n/a | n/a | summary unavailable |
+| `jnMetaCode` | [profile](https://github.com/jnMetaCode) | no | CONTRIBUTOR | 4011d | `2026-03-08T09:21:22Z` | 3 | 0 | weak | very high | medium | extremely high recent PR volume; very broad repo spread; targets high-star repos |
+| `juliendenize` | [profile](https://github.com/juliendenize) | no | CONTRIBUTOR | 2852d | `2026-03-13T10:24:11Z` | 3 | 0 | mixed | moderate | low | high recent PR volume; targets high-star repos |
 | `kmswin1` | [profile](https://github.com/kmswin1) | no | FIRST_TIME_CONTRIBUTOR | 3380d | `2026-03-09T09:03:10Z` | 3 | 0 | weak | low | low | many recent closed-unmerged PRs; targets high-star repos |
 | `Lidang-Jiang` | [profile](https://github.com/Lidang-Jiang) | no | CONTRIBUTOR | 1230d | `2026-03-27T02:44:21Z` | 3 | 0 | mixed | very high | medium | extremely high recent PR volume; very broad repo spread; high open PR share; targets high-star repos |
 | `matisgagneux21` | [profile](https://github.com/matisgagneux21) | no | CONTRIBUTOR | 53d | `2026-02-23T00:10:48Z` | 3 | 0 | mixed | low | medium | very new account; many recent closed-unmerged PRs; no visible non-self stars; targets high-star repos |
@@ -1563,15 +1563,11 @@ Example artifacts:
 - repo primary artifacts: **5**
 - snapshot authored PRs/issues: **5 PRs / 0 issues**
 - snapshot discussion activity: **10 comments / 0 reviews / 0 review comments**
-- account age: **? days**
-- recent public PR activity: **? PRs** (? merged / ? closed-unmerged / ? open; merged rate **n/a**, closed-unmerged rate **n/a**, open rate **n/a**)
+- account age: **5652 days**
+- recent public PR activity: **1000 PRs** (415 merged / 232 closed-unmerged / 412 open; merged rate **42%**, closed-unmerged rate **23%**, open rate **35%**)
 - public orgs: none visible
-- compact scores: follow-through **n/a**, breadth **n/a**, automation risk **n/a**
-- heuristic read: **summary unavailable**
-- enrichment fetch error: `graphql request failed: 403 {
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-}`
+- compact scores: follow-through **mixed**, breadth **very high**, automation risk **medium**
+- heuristic read: **extremely high recent PR volume; very broad repo spread**
 
 Example artifacts:
 - [PR #44586: Fix Mixtral aux_loss not computed when output_router_logits=False](https://github.com/huggingface/transformers/pull/44586) — closed
@@ -1613,15 +1609,11 @@ Example artifacts:
 - repo primary artifacts: **10**
 - snapshot authored PRs/issues: **4 PRs / 6 issues**
 - snapshot discussion activity: **11 comments / 6 reviews / 6 review comments**
-- account age: **? days**
-- recent public PR activity: **? PRs** (? merged / ? closed-unmerged / ? open; merged rate **n/a**, closed-unmerged rate **n/a**, open rate **n/a**)
+- account age: **5038 days**
+- recent public PR activity: **21 PRs** (10 merged / 7 closed-unmerged / 4 open; merged rate **48%**, closed-unmerged rate **33%**, open rate **19%**)
 - public orgs: none visible
-- compact scores: follow-through **n/a**, breadth **n/a**, automation risk **n/a**
-- heuristic read: **summary unavailable**
-- enrichment fetch error: `graphql request failed: 403 {
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-}`
+- compact scores: follow-through **mixed**, breadth **moderate**, automation risk **low**
+- heuristic read: **—**
 
 Example artifacts:
 - [PR #44757: Add Neuron to auto-compile hardware list](https://github.com/huggingface/transformers/pull/44757) — closed, merged
@@ -1643,15 +1635,11 @@ Example artifacts:
 - repo primary artifacts: **7**
 - snapshot authored PRs/issues: **4 PRs / 3 issues**
 - snapshot discussion activity: **14 comments / 1 reviews / 1 review comments**
-- account age: **? days**
-- recent public PR activity: **? PRs** (? merged / ? closed-unmerged / ? open; merged rate **n/a**, closed-unmerged rate **n/a**, open rate **n/a**)
+- account age: **3839 days**
+- recent public PR activity: **3 PRs** (1 merged / 1 closed-unmerged / 1 open; merged rate **33%**, closed-unmerged rate **33%**, open rate **33%**)
 - public orgs: none visible
-- compact scores: follow-through **n/a**, breadth **n/a**, automation risk **n/a**
-- heuristic read: **summary unavailable**
-- enrichment fetch error: `graphql request failed: 403 {
-  "documentation_url": "https://docs.github.com/graphql/overview/rate-limits-and-node-limits-for-the-graphql-api#secondary-rate-limits",
-  "message": "You have exceeded a secondary rate limit. Please wait a few minutes before you try again. For more on scraping GitHub and how it may affect your rights, please review our Terms of Service (https://docs.github.com/en/site-policy/github-terms/github-terms-of-service) If you reach out to GitHub Support for help, please include the request ID E40E:3FB03:61AE2:188AF4:69E2A0E8."
-}`
+- compact scores: follow-through **weak**, breadth **low**, automation risk **low**
+- heuristic read: **targets high-star repos**
 
 Example artifacts:
 - [PR #45311: resize_token_embeddings does not effect to output_embeddings](https://github.com/huggingface/transformers/pull/45311) — open
@@ -1673,15 +1661,11 @@ Example artifacts:
 - repo primary artifacts: **4**
 - snapshot authored PRs/issues: **4 PRs / 0 issues**
 - snapshot discussion activity: **11 comments / 8 reviews / 8 review comments**
-- account age: **? days**
-- recent public PR activity: **? PRs** (? merged / ? closed-unmerged / ? open; merged rate **n/a**, closed-unmerged rate **n/a**, open rate **n/a**)
+- account age: **359 days**
+- recent public PR activity: **6 PRs** (1 merged / 2 closed-unmerged / 3 open; merged rate **17%**, closed-unmerged rate **33%**, open rate **50%**)
 - public orgs: none visible
-- compact scores: follow-through **n/a**, breadth **n/a**, automation risk **n/a**
-- heuristic read: **summary unavailable**
-- enrichment fetch error: `graphql request failed: 403 {
-  "documentation_url": "https://docs.github.com/graphql/overview/rate-limits-and-node-limits-for-the-graphql-api#secondary-rate-limits",
-  "message": "You have exceeded a secondary rate limit. Please wait a few minutes before you try again. For more on scraping GitHub and how it may affect your rights, please review our Terms of Service (https://docs.github.com/en/site-policy/github-terms/github-terms-of-service) If you reach out to GitHub Support for help, please include the request ID A78F:34E22A:5ECC6:17BF09:69E2A0E8."
-}`
+- compact scores: follow-through **weak**, breadth **low**, automation risk **low**
+- heuristic read: **young account; high open PR share; targets high-star repos**
 
 Example artifacts:
 - [PR #45438: Add Gemma4ForSequenceClassification](https://github.com/huggingface/transformers/pull/45438) — open
@@ -1705,10 +1689,7 @@ Example artifacts:
 - public orgs: none visible
 - compact scores: follow-through **n/a**, breadth **n/a**, automation risk **n/a**
 - heuristic read: **summary unavailable**
-- enrichment fetch error: `graphql request failed: 403 {
-  "documentation_url": "https://docs.github.com/graphql/overview/rate-limits-and-node-limits-for-the-graphql-api#secondary-rate-limits",
-  "message": "You have exceeded a secondary rate limit. Please wait a few minutes before you try again. For more on scraping GitHub and how it may affect your rights, please review our Terms of Service (https://docs.github.com/en/site-policy/github-terms/github-terms-of-service) If you reach out to GitHub Support for help, please include the request ID A66D:3FB03:61B68:188D4A:69E2A0E8."
-}`
+- enrichment fetch error: `[{"type": "NOT_FOUND", "path": ["user"], "locations": [{"line": 13, "column": 3}], "message": "Could not resolve to a User with the login of 'hf-security-analysis[bot]'."}]`
 
 Example artifacts:
 - [PR #45054: chore: update update_metdata.yml](https://github.com/huggingface/transformers/pull/45054) — closed, merged
@@ -1750,15 +1731,11 @@ Example artifacts:
 - repo primary artifacts: **4**
 - snapshot authored PRs/issues: **4 PRs / 0 issues**
 - snapshot discussion activity: **5 comments / 0 reviews / 0 review comments**
-- account age: **? days**
-- recent public PR activity: **? PRs** (? merged / ? closed-unmerged / ? open; merged rate **n/a**, closed-unmerged rate **n/a**, open rate **n/a**)
+- account age: **67 days**
+- recent public PR activity: **219 PRs** (72 merged / 77 closed-unmerged / 70 open; merged rate **33%**, closed-unmerged rate **35%**, open rate **32%**)
 - public orgs: none visible
-- compact scores: follow-through **n/a**, breadth **n/a**, automation risk **n/a**
-- heuristic read: **summary unavailable**
-- enrichment fetch error: `graphql request failed: 403 {
-  "documentation_url": "https://docs.github.com/graphql/overview/rate-limits-and-node-limits-for-the-graphql-api#secondary-rate-limits",
-  "message": "You have exceeded a secondary rate limit. Please wait a few minutes before you try again. For more on scraping GitHub and how it may affect your rights, please review our Terms of Service (https://docs.github.com/en/site-policy/github-terms/github-terms-of-service) If you reach out to GitHub Support for help, please include the request ID 08C5:E35A3:4EBD7:13B99C:69E2A0E8."
-}`
+- compact scores: follow-through **weak**, breadth **very high**, automation risk **high**
+- heuristic read: **very new account; extremely high recent PR volume; very broad repo spread; targets high-star repos**
 
 Example artifacts:
 - [PR #44210: fix(lasr): remove spurious center arg from _torch_extract_fbank_features call](https://github.com/huggingface/transformers/pull/44210) — closed
@@ -1777,15 +1754,11 @@ Example artifacts:
 - repo primary artifacts: **4**
 - snapshot authored PRs/issues: **4 PRs / 0 issues**
 - snapshot discussion activity: **5 comments / 0 reviews / 0 review comments**
-- account age: **? days**
-- recent public PR activity: **? PRs** (? merged / ? closed-unmerged / ? open; merged rate **n/a**, closed-unmerged rate **n/a**, open rate **n/a**)
+- account age: **2913 days**
+- recent public PR activity: **23 PRs** (6 merged / 7 closed-unmerged / 10 open; merged rate **26%**, closed-unmerged rate **30%**, open rate **43%**)
 - public orgs: none visible
-- compact scores: follow-through **n/a**, breadth **n/a**, automation risk **n/a**
-- heuristic read: **summary unavailable**
-- enrichment fetch error: `graphql request failed: 403 {
-  "documentation_url": "https://docs.github.com/graphql/overview/rate-limits-and-node-limits-for-the-graphql-api#secondary-rate-limits",
-  "message": "You have exceeded a secondary rate limit. Please wait a few minutes before you try again. For more on scraping GitHub and how it may affect your rights, please review our Terms of Service (https://docs.github.com/en/site-policy/github-terms/github-terms-of-service) If you reach out to GitHub Support for help, please include the request ID 6C8C:252284:4F4FE:140145:69E2A0E8."
-}`
+- compact scores: follow-through **weak**, breadth **moderate**, automation risk **low**
+- heuristic read: **high open PR share; targets high-star repos**
 
 Example artifacts:
 - [PR #45370: docs: fix 5 docstring errors in Gemma3nTextConfig (typos, grammar, formatting)](https://github.com/huggingface/transformers/pull/45370) — closed, merged
@@ -1804,15 +1777,11 @@ Example artifacts:
 - repo primary artifacts: **4**
 - snapshot authored PRs/issues: **4 PRs / 0 issues**
 - snapshot discussion activity: **4 comments / 1 reviews / 0 review comments**
-- account age: **? days**
-- recent public PR activity: **? PRs** (? merged / ? closed-unmerged / ? open; merged rate **n/a**, closed-unmerged rate **n/a**, open rate **n/a**)
-- public orgs: none visible
-- compact scores: follow-through **n/a**, breadth **n/a**, automation risk **n/a**
-- heuristic read: **summary unavailable**
-- enrichment fetch error: `graphql request failed: 403 {
-  "documentation_url": "https://docs.github.com/graphql/overview/rate-limits-and-node-limits-for-the-graphql-api#secondary-rate-limits",
-  "message": "You have exceeded a secondary rate limit. Please wait a few minutes before you try again. For more on scraping GitHub and how it may affect your rights, please review our Terms of Service (https://docs.github.com/en/site-policy/github-terms/github-terms-of-service) If you reach out to GitHub Support for help, please include the request ID A6BE:2E4B07:60039:17EAEF:69E2A0E8."
-}`
+- account age: **5413 days**
+- recent public PR activity: **4 PRs** (2 merged / 0 closed-unmerged / 2 open; merged rate **50%**, closed-unmerged rate **0%**, open rate **50%**)
+- public orgs: `google-deepmind`, `PAIR-code`
+- compact scores: follow-through **mixed**, breadth **low**, automation risk **low**
+- heuristic read: **high open PR share; targets high-star repos**
 
 Example artifacts:
 - [PR #45328: Drop unused Gemma4TextAttention weights when sharing KV Cache](https://github.com/huggingface/transformers/pull/45328) — open
@@ -1854,15 +1823,11 @@ Example artifacts:
 - repo primary artifacts: **5**
 - snapshot authored PRs/issues: **3 PRs / 2 issues**
 - snapshot discussion activity: **6 comments / 0 reviews / 0 review comments**
-- account age: **? days**
-- recent public PR activity: **? PRs** (? merged / ? closed-unmerged / ? open; merged rate **n/a**, closed-unmerged rate **n/a**, open rate **n/a**)
+- account age: **2050 days**
+- recent public PR activity: **3 PRs** (1 merged / 1 closed-unmerged / 1 open; merged rate **33%**, closed-unmerged rate **33%**, open rate **33%**)
 - public orgs: none visible
-- compact scores: follow-through **n/a**, breadth **n/a**, automation risk **n/a**
-- heuristic read: **summary unavailable**
-- enrichment fetch error: `graphql request failed: 403 {
-  "documentation_url": "https://docs.github.com/graphql/overview/rate-limits-and-node-limits-for-the-graphql-api#secondary-rate-limits",
-  "message": "You have exceeded a secondary rate limit. Please wait a few minutes before you try again. For more on scraping GitHub and how it may affect your rights, please review our Terms of Service (https://docs.github.com/en/site-policy/github-terms/github-terms-of-service) If you reach out to GitHub Support for help, please include the request ID A7A9:2EA704:5FA38:1800CC:69E2A0E8."
-}`
+- compact scores: follow-through **weak**, breadth **low**, automation risk **low**
+- heuristic read: **targets high-star repos**
 
 Example artifacts:
 - [PR #45486: fix: return empty tuple from import_protobuf_decode_error when protobuf is unavailable](https://github.com/huggingface/transformers/pull/45486) — open
@@ -1883,15 +1848,11 @@ Example artifacts:
 - repo primary artifacts: **4**
 - snapshot authored PRs/issues: **3 PRs / 1 issues**
 - snapshot discussion activity: **0 comments / 2 reviews / 1 review comments**
-- account age: **? days**
-- recent public PR activity: **? PRs** (? merged / ? closed-unmerged / ? open; merged rate **n/a**, closed-unmerged rate **n/a**, open rate **n/a**)
+- account age: **830 days**
+- recent public PR activity: **159 PRs** (156 merged / 2 closed-unmerged / 1 open; merged rate **98%**, closed-unmerged rate **1%**, open rate **1%**)
 - public orgs: none visible
-- compact scores: follow-through **n/a**, breadth **n/a**, automation risk **n/a**
-- heuristic read: **summary unavailable**
-- enrichment fetch error: `graphql request failed: 403 {
-  "documentation_url": "https://docs.github.com/graphql/overview/rate-limits-and-node-limits-for-the-graphql-api#secondary-rate-limits",
-  "message": "You have exceeded a secondary rate limit. Please wait a few minutes before you try again. For more on scraping GitHub and how it may affect your rights, please review our Terms of Service (https://docs.github.com/en/site-policy/github-terms/github-terms-of-service) If you reach out to GitHub Support for help, please include the request ID 5B97:55F14:5AF96:16C058:69E2A0E8."
-}`
+- compact scores: follow-through **strong**, breadth **very high**, automation risk **medium**
+- heuristic read: **extremely high recent PR volume; very broad repo spread; no visible non-self stars**
 
 Example artifacts:
 - [PR #45495: revert sha commit pointing to main for transformers_amd_ci_  workflows](https://github.com/huggingface/transformers/pull/45495) — closed, merged
@@ -1934,15 +1895,11 @@ Example artifacts:
 - repo primary artifacts: **3**
 - snapshot authored PRs/issues: **3 PRs / 0 issues**
 - snapshot discussion activity: **1 comments / 1 reviews / 1 review comments**
-- account age: **? days**
-- recent public PR activity: **? PRs** (? merged / ? closed-unmerged / ? open; merged rate **n/a**, closed-unmerged rate **n/a**, open rate **n/a**)
+- account age: **508 days**
+- recent public PR activity: **46 PRs** (30 merged / 5 closed-unmerged / 11 open; merged rate **65%**, closed-unmerged rate **11%**, open rate **24%**)
 - public orgs: none visible
-- compact scores: follow-through **n/a**, breadth **n/a**, automation risk **n/a**
-- heuristic read: **summary unavailable**
-- enrichment fetch error: `graphql request failed: 403 {
-  "documentation_url": "https://docs.github.com/graphql/overview/rate-limits-and-node-limits-for-the-graphql-api#secondary-rate-limits",
-  "message": "You have exceeded a secondary rate limit. Please wait a few minutes before you try again. For more on scraping GitHub and how it may affect your rights, please review our Terms of Service (https://docs.github.com/en/site-policy/github-terms/github-terms-of-service) If you reach out to GitHub Support for help, please include the request ID 10D9:37C392:597E3:1662E7:69E2A0E8."
-}`
+- compact scores: follow-through **mixed**, breadth **high**, automation risk **low**
+- heuristic read: **high recent PR volume; broad repo spread**
 
 Example artifacts:
 - [PR #45079: Fix resized LM head weights being overwritten by post_init](https://github.com/huggingface/transformers/pull/45079) — closed, merged
@@ -1984,15 +1941,11 @@ Example artifacts:
 - repo primary artifacts: **3**
 - snapshot authored PRs/issues: **3 PRs / 0 issues**
 - snapshot discussion activity: **0 comments / 0 reviews / 0 review comments**
-- account age: **? days**
-- recent public PR activity: **? PRs** (? merged / ? closed-unmerged / ? open; merged rate **n/a**, closed-unmerged rate **n/a**, open rate **n/a**)
+- account age: **4011 days**
+- recent public PR activity: **206 PRs** (64 merged / 82 closed-unmerged / 60 open; merged rate **31%**, closed-unmerged rate **40%**, open rate **29%**)
 - public orgs: none visible
-- compact scores: follow-through **n/a**, breadth **n/a**, automation risk **n/a**
-- heuristic read: **summary unavailable**
-- enrichment fetch error: `graphql request failed: 403 {
-  "documentation_url": "https://docs.github.com/graphql/overview/rate-limits-and-node-limits-for-the-graphql-api#secondary-rate-limits",
-  "message": "You have exceeded a secondary rate limit. Please wait a few minutes before you try again. For more on scraping GitHub and how it may affect your rights, please review our Terms of Service (https://docs.github.com/en/site-policy/github-terms/github-terms-of-service) If you reach out to GitHub Support for help, please include the request ID 47AF:2439A1:5AA21:16EDBD:69E2A0E8."
-}`
+- compact scores: follow-through **weak**, breadth **very high**, automation risk **medium**
+- heuristic read: **extremely high recent PR volume; very broad repo spread; targets high-star repos**
 
 Example artifacts:
 - [PR #44525: Fix KeyError in _parse_type_hint when Union contains Any](https://github.com/huggingface/transformers/pull/44525) — closed, merged
@@ -2011,15 +1964,11 @@ Example artifacts:
 - repo primary artifacts: **3**
 - snapshot authored PRs/issues: **3 PRs / 0 issues**
 - snapshot discussion activity: **5 comments / 3 reviews / 3 review comments**
-- account age: **? days**
-- recent public PR activity: **? PRs** (? merged / ? closed-unmerged / ? open; merged rate **n/a**, closed-unmerged rate **n/a**, open rate **n/a**)
+- account age: **2852 days**
+- recent public PR activity: **26 PRs** (20 merged / 5 closed-unmerged / 1 open; merged rate **77%**, closed-unmerged rate **19%**, open rate **4%**)
 - public orgs: none visible
-- compact scores: follow-through **n/a**, breadth **n/a**, automation risk **n/a**
-- heuristic read: **summary unavailable**
-- enrichment fetch error: `graphql request failed: 403 {
-  "documentation_url": "https://docs.github.com/graphql/overview/rate-limits-and-node-limits-for-the-graphql-api#secondary-rate-limits",
-  "message": "You have exceeded a secondary rate limit. Please wait a few minutes before you try again. For more on scraping GitHub and how it may affect your rights, please review our Terms of Service (https://docs.github.com/en/site-policy/github-terms/github-terms-of-service) If you reach out to GitHub Support for help, please include the request ID F85E:22869C:5BDC3:171993:69E2A0E8."
-}`
+- compact scores: follow-through **mixed**, breadth **moderate**, automation risk **low**
+- heuristic read: **high recent PR volume; targets high-star repos**
 
 Example artifacts:
 - [PR #44760: Add Mistral 4](https://github.com/huggingface/transformers/pull/44760) — closed, merged
@@ -5846,10 +5795,7 @@ Example artifacts:
 - public orgs: none visible
 - compact scores: follow-through **n/a**, breadth **n/a**, automation risk **n/a**
 - heuristic read: **summary unavailable**
-- enrichment fetch error: `graphql request failed: 403 {
-  "documentation_url": "https://docs.github.com/graphql/overview/rate-limits-and-node-limits-for-the-graphql-api#secondary-rate-limits",
-  "message": "You have exceeded a secondary rate limit. Please wait a few minutes before you try again. For more on scraping GitHub and how it may affect your rights, please review our Terms of Service (https://docs.github.com/en/site-policy/github-terms/github-terms-of-service) If you reach out to GitHub Support for help, please include the request ID 1AD3:2D366A:5D1C2:176373:69E2A0E8."
-}`
+- enrichment fetch error: `[{"type": "NOT_FOUND", "path": ["user"], "locations": [{"line": 13, "column": 3}], "message": "Could not resolve to a User with the login of 'Dippp10'."}]`
 
 Example artifacts:
 - [PR #45377: Enhance README documentation](https://github.com/huggingface/transformers/pull/45377) — open
@@ -6417,10 +6363,7 @@ Example artifacts:
 - public orgs: none visible
 - compact scores: follow-through **n/a**, breadth **n/a**, automation risk **n/a**
 - heuristic read: **summary unavailable**
-- enrichment fetch error: `graphql request failed: 403 {
-  "documentation_url": "https://docs.github.com/graphql/overview/rate-limits-and-node-limits-for-the-graphql-api#secondary-rate-limits",
-  "message": "You have exceeded a secondary rate limit. Please wait a few minutes before you try again. For more on scraping GitHub and how it may affect your rights, please review our Terms of Service (https://docs.github.com/en/site-policy/github-terms/github-terms-of-service) If you reach out to GitHub Support for help, please include the request ID E438:37C392:59942:1668CE:69E2A0E8."
-}`
+- enrichment fetch error: `[{"type": "NOT_FOUND", "path": ["user"], "locations": [{"line": 13, "column": 3}], "message": "Could not resolve to a User with the login of 'Jaredw2289-svg'."}]`
 
 Example artifacts:
 - [PR #44427: fix(tokenization): preserve original tokenizer_class in save_pretrained](https://github.com/huggingface/transformers/pull/44427) — closed
@@ -6463,10 +6406,7 @@ Example artifacts:
 - public orgs: none visible
 - compact scores: follow-through **n/a**, breadth **n/a**, automation risk **n/a**
 - heuristic read: **summary unavailable**
-- enrichment fetch error: `graphql request failed: 403 {
-  "documentation_url": "https://docs.github.com/graphql/overview/rate-limits-and-node-limits-for-the-graphql-api#secondary-rate-limits",
-  "message": "You have exceeded a secondary rate limit. Please wait a few minutes before you try again. For more on scraping GitHub and how it may affect your rights, please review our Terms of Service (https://docs.github.com/en/site-policy/github-terms/github-terms-of-service) If you reach out to GitHub Support for help, please include the request ID FA5B:71F3E:5FA9C:1812B6:69E2A0E8."
-}`
+- enrichment fetch error: `[{"type": "NOT_FOUND", "path": ["user"], "locations": [{"line": 13, "column": 3}], "message": "Could not resolve to a User with the login of 'Jay-IIT'."}]`
 
 Example artifacts:
 - [PR #44066: Refactor GPT-J to use standardized output tracing (#43979)](https://github.com/huggingface/transformers/pull/44066) — open

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+  "next_since": "2026-04-17T22:05:42Z",
   "repo": "huggingface/transformers",
-  "snapshot_dir": "snapshots/20260417T210541Z"
+  "snapshot_dir": "snapshots/20260417T220542Z"
 }

state/watermark.json

@@ -1,7 +1,7 @@
 {
-  "effective_since": "2026-04-17T20:05:41Z",
-  "last_successful_snapshot_id": "20260417T210541Z",
-  "next_since": "2026-04-17T21:05:41Z",
+  "effective_since": "2026-04-17T21:05:41Z",
+  "last_successful_snapshot_id": "20260417T220542Z",
+  "next_since": "2026-04-17T22:05:42Z",
   "repo": "huggingface/transformers",
-  "updated_at": "2026-04-17T21:05:41Z"
+  "updated_at": "2026-04-17T22:05:42Z"
 }