LLTFI is a tool, which is an extension of LLFI, allowing users to run fault injection experiments on C/C++, TensorFlow and PyTorch applications at the LLVM IR level. Please refer to the paper below. NOTE: If you publish a paper using LLTFI, please cite the following paper:
active 2023-08-20 → 2026-07-09 (UTC)
Activity over time
Daily event counts in the loaded window
Line chart, 1055 days from 2023-08-20 to 2026-07-09. Pushes: 44 total, peak 5 in a day. Pull requests: 10 total, peak 2 in a day. Issues: 3 total, peak 1 in a day. Comments: 25 total, peak 9 in a day. Stars: 22 total, peak 1 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 — −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 — stars and forks excluded, so this is contribution rather than popularity
| Contributor | Contributions | Pushes | PRs | Comments |
|---|---|---|---|---|
| abrahamchan | 42 | 21 | 5 | 13 |
| ranbir-sharma | 24 | 0 | 4 | 10 |
| karthikp-ubc | 18 | 16 | 0 | 1 |
| uditagarwal97 | 7 | 7 | 0 | 0 |
| vanessaip | 1 | 0 | 0 | 0 |
| small-cai | 1 | 0 | 1 | 0 |
| ManiSadati | 1 | 0 | 0 | 1 |
Recent activity
Latest issues, pull requests and releases
- Issue comment#76karthikp-ubc2024-12-27 00:28Memory-based Fault Injection into weights and biases
- Issue#76vanessaip2024-10-25 22:54Memory-based Fault Injection into weights and biases
- Pull request#75abrahamchan2024-10-04 18:52
- Issue comment#75abrahamchan2024-10-04 18:52Project: Fake Quantization
- Issue comment#75ManiSadati2024-10-01 18:26Project: Fake Quantization
- Issue comment#75ranbir-sharma2024-09-08 00:45Project: Fake Quantization
- Issue comment#75abrahamchan2024-09-03 21:57Project: Fake Quantization
- Pull request#75ranbir-sharma2024-09-03 08:09
- Issue#74ranbir-sharma2024-07-17 19:22Implementation of FakeQuantization in LLTFI
- Pull request#73abrahamchan2024-06-09 01:50
- Issue comment#73abrahamchan2024-06-09 01:49Updating links for onnx models for ML programs
- Pull request#72abrahamchan2024-06-09 01:47
- Issue comment#72abrahamchan2024-06-09 01:47Resolving several issues while installing LLTFI
- Pull request#73ranbir-sharma2024-06-08 01:49
- Pull request#72ranbir-sharma2024-06-02 22:19
- Pull request#71abrahamchan2024-05-28 04:22
- Issue comment#71abrahamchan2024-05-28 04:22Updated json-c-setup file to remove sudo as its not required
- Pull request#71ranbir-sharma2024-05-28 00:26
- Issue#48karthikp-ubc2024-02-11 15:24Unexpected behavior with AVX-512
- Pull request#70abrahamchan2023-09-26 23:33
- Issue comment#70abrahamchan2023-09-26 23:33Update Instruction.def
- Pull request#70small-cai2023-08-30 03:17
Totals cover only the window loaded into ClickHouse and count events, not GitHub's lifetime totals — 22 stars here means stars gained during the window, not the repo's star count.