Model Compression Toolbox for Large Language Models and Diffusion Models with support to MXFP4
active 2024-11-08 → 2025-07-10 (UTC)
Activity over time
Daily event counts in the loaded window
Line chart, 245 days from 2024-11-08 to 2025-07-10. Pushes: 18 total, peak 4 in a day. Pull requests: 10 total, peak 5 in a day. Issues: 74 total, peak 4 in a day. Comments: 143 total, peak 13 in a day. Stars: 354 total, peak 29 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 |
|---|---|---|---|---|
| synxlin | 49 | 11 | 7 | 29 |
| lmxyy | 30 | 7 | 0 | 15 |
| josephrocca | 13 | 0 | 0 | 11 |
| pivtienduc | 9 | 0 | 0 | 7 |
| drphero | 6 | 0 | 0 | 4 |
| J-Cott | 5 | 0 | 0 | 3 |
| yyfcc17 | 5 | 0 | 0 | 4 |
| senlyu163 | 4 | 0 | 0 | 4 |
| Chenglin-Yang | 4 | 0 | 0 | 4 |
| spencergong | 4 | 0 | 2 | 2 |
| fishing-pan | 4 | 0 | 0 | 3 |
| Lenan22 | 4 | 0 | 0 | 1 |
| yibolu96 | 4 | 0 | 0 | 1 |
| fangg2000 | 3 | 0 | 0 | 1 |
| chuck-ma | 3 | 0 | 0 | 2 |
| ShuaiShao93 | 3 | 0 | 0 | 2 |
| samedii | 3 | 0 | 0 | 2 |
| George0726 | 3 | 0 | 0 | 3 |
| Manojbhat09 | 3 | 0 | 0 | 1 |
| yachty66 | 3 | 0 | 0 | 3 |
Recent activity
Latest issues, pull requests and releases
- Issue#89nvilli2025-07-02 14:31SDXL quantization in svdquant
- Issue#88matrix-yang2025-06-24 06:03Question about SVDQuant's design choice for not supporting LLM quantization
- Issue comment#80DanielLien19842025-06-21 08:47Is it difficult to install in a Windows environment?
- Issue comment#85spencergong2025-06-12 01:02feat: Enable multi-GPU support for PTQ
- Issue comment#87spencergong2025-06-12 01:02second change
- Pull request#87spencergong2025-06-12 01:01
- Issue comment#49fishing-pan2025-06-11 01:27How to quantize flux.1-fill-dev
- Pull request#84spencergong2025-06-10 11:52
- Issue#82zero10822025-06-10 10:30fp4 for5090
- Issue#80Neytiri72025-06-03 03:42Is it difficult to install in a Windows environment?
- Issue comment#45Cooper-Ji2025-05-27 09:54SVDquant W8A8
- Issue#75mattam3012025-05-23 02:16Smoothquant failed with INT4 quantization
- Issue#78icyhearts2025-05-21 06:18How does smooth_linear_modules ensure the correctness of result when prevs is None?
- Issue#78icyhearts2025-05-21 06:13How does smooth_linear_modules ensure the correctness of result when prevs is None
- Issue#77Zeqiang-Lai2025-05-02 15:08Is there any simple way to quantize a flux-like model ?
- Issue#76lognat07042025-04-28 19:25Does the deepcomposer can be used on SDXL models? Any tech doc for SDXL models?
- Issue#75mattam3012025-04-27 02:37Smoothquant failed with INT4 quantization
- Issue#74larinius2025-04-25 02:42What exact build toolchain for Windows?
- Issue comment#73nitinmukesh2025-04-22 13:58HiDream Support?
- Issue#73riDuxd2025-04-20 00:07HiDream Support?
- Issue comment#26l2-morreale2025-04-18 11:20How to apply SVDQuant for SD3 model?
- Issue comment#30blacklong282025-04-17 10:11torch.OutOfMemoryError: CUDA out of memory
- Issue comment#30blacklong282025-04-17 10:03torch.OutOfMemoryError: CUDA out of memory
- Issue#72QingshuiL2025-04-15 06:46AttributeError: 'NoneType' object has no attribute 'data'
- Issue#71l2-morreale2025-04-14 13:08Diffusion example evaluation
Totals cover only the window loaded into ClickHouse and count events, not GitHub's lifetime totals — 354 stars here means stars gained during the window, not the repo's star count.