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Model explainability that works seamlessly with ๐Ÿค— transformers. Explain your transformers model in just 2 lines of code.

active 2023-08-17 โ†’ 2026-05-03 (UTC)

Complete coverage26,665 / 26,665 hourly files (100%) ยท 2 absent upstream2023-08-15 โ†’ 2026-08-30 (UTC)
Events
352
Pushes
1
Pull requests
3
Issues
10
Stars
309
Forks
18

Activity over time

Daily event counts in the loaded window

Line chart, 991 days from 2023-08-17 to 2026-05-03. Pushes: 1 total, peak 1 in a day. Pull requests: 3 total, peak 1 in a day. Issues: 10 total, peak 1 in a day. Comments: 11 total, peak 2 in a day. Stars: 309 total, peak 4 in a day.

  • Pushes
  • Pull requests
  • Issues
  • Comments
  • Stars

Stars, PRs, issues and forks are under-captured in the later part of this window. GH Archive progressively stopped capturing non-push events during 2026 โ€” โˆ’95% or worse by the end of the window. Every series here except Pushes fades for that reason, so a decline above reflects the archive, not this repository. Pushes stay reliable throughout, so read them, and the contributor counts derived from them, as the real signal. Data health has the measurements.

Top contributors

Pushes, PRs, issues, reviews and comments โ€” stars and forks excluded, so this is contribution rather than popularity

Recent activity

Latest issues, pull requests and releases

  • Issue comment#154jorel6662026-05-03 04:33
    Missing duplicate tokens from TokenClassificationExplainer
  • Issue#154swardiantara2025-02-16 08:59
    Missing duplicate tokens from TokenClassificationExplainer
  • Issue comment#125FahadEbrahim2025-01-18 15:48
    ZeroShotClassificationExplainer appears to be broken
  • Pull request#153Peer2222024-12-18 20:03
  • Issue#152rafikg2024-11-04 13:37
    How can we use transformer-interpret in machine translation model
  • Issue#151valentinaosetrov2024-10-01 08:30
    Mismatch in Predicted Labels and ignored_labels=['O'] Not Working
  • Issue comment#123halesfi2024-09-22 15:47
    Text attribution fails for XLM-Roberta models
  • Pull request#111e-tornike2024-09-18 13:31
  • Issue#149Novampe2024-09-09 07:15
    Trouble when used on a fine-tuned on my own dataset: TypeError: argument after ** must be a mapping, not Tensor
  • Issue comment#147montygole2024-08-23 16:36
    Error Using LLama-2 with Fine-Tuned LoRA Adapters: Tensor Size Mismatch in apply_rotary_pos_emb Function
  • Issue comment#147montygole2024-08-14 19:16
    Error Using LLama-2 with Fine-Tuned LoRA Adapters: Tensor Size Mismatch in apply_rotary_pos_emb Function
  • Issue comment#147nicolas-richet2024-08-14 16:07
    Error Using LLama-2 with Fine-Tuned LoRA Adapters: Tensor Size Mismatch in apply_rotary_pos_emb Function
  • Issue#148elemets2024-06-11 17:19
    MutliClass True Labels: Bug Fix
  • Issue#147montygole2024-06-02 20:52
    Error Using LLama-2 with Fine-Tuned LoRA Adapters: Tensor Size Mismatch in apply_rotary_pos_emb Function
  • Issue#146anonimoustt2024-05-13 05:03
    Error :AssertionError: Forward hook did not obtain any outputs for given layer
  • Issue comment#127preetammnaik2024-05-05 17:40
    Prediction differs from non-explainable evaluation
  • Issue#144LAB-7032024-03-27 07:17
    Is it available with LLMs?
  • Issue comment#132lukassoukup2024-01-31 10:21
    ImageClassificationExplainer: AttributeError: ndim when trying to visualize.
  • Issue#142elloza2024-01-17 18:37
    Using this for Music domain models
  • Issue comment#135hadiasghari2023-11-29 10:00
    How to use other types of transformers models?
  • Issue comment#132MohieEldinMuhammad2023-09-20 17:40
    ImageClassificationExplainer: AttributeError: ndim when trying to visualize.
  • Issue#141paihengxu2023-09-13 17:35
    Broken link for Captum Algorithm Overview in the README
  • Pull request#137cdpierse2023-08-30 22:53
  • Issue comment#137cdpierse2023-08-30 22:52
    Update README.md Zero Shot Code block

Totals cover only the window loaded into ClickHouse and count events, not GitHub's lifetime totals โ€” 309 stars here means stars gained during the window, not the repo's star count.