[EMNLP Findings 2024] MobileQuant: Mobile-friendly Quantization for On-device Language Models
active 2024-08-18 → 2025-09-28 (UTC)
Activity over time
Daily event counts in the loaded window
Line chart, 407 days from 2024-08-18 to 2025-09-28. Pushes: 11 total, peak 3 in a day. Pull requests: 0 total, peak 0 in a day. Issues: 21 total, peak 3 in a day. Comments: 33 total, peak 6 in a day. Stars: 66 total, peak 8 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 |
|---|---|---|---|---|
| fwtan | 36 | 11 | 0 | 22 |
| CHNtentes | 5 | 0 | 0 | 3 |
| taeyeonlee | 4 | 0 | 0 | 2 |
| BlindDeveloper | 3 | 0 | 0 | 1 |
| npu-mi-ji | 3 | 0 | 0 | 0 |
| mhs4670go | 3 | 0 | 0 | 1 |
| zhuipiaochen | 3 | 0 | 0 | 1 |
| The-Coder-Kishor | 2 | 0 | 0 | 1 |
| chenjun2hao | 2 | 0 | 0 | 1 |
| jds250 | 1 | 0 | 0 | 0 |
| Abhishek8394 | 1 | 0 | 0 | 1 |
| shifeiwen | 1 | 0 | 0 | 0 |
| tom-pollak | 1 | 0 | 0 | 0 |
Recent activity
Latest issues, pull requests and releases
- Issue comment#14mhs4670go2025-04-20 23:18Running the model with gen2 device
- Issue#14mhs4670go2025-04-20 23:18Running the model with gen2 device
- Issue comment#14fwtan2025-04-18 21:23Running the model with gen2 device
- Issue#14mhs4670go2025-04-11 09:18Running the model with gen2 device
- Issue comment#13fwtan2025-02-21 04:26What is full W8A8?
- Issue#13jds2502025-02-13 07:50What is full W8A8?
- Issue comment#12chenjun2hao2025-01-08 06:03will it work well on 8gen1
- Issue comment#12fwtan2025-01-06 14:49will it work well on 8gen1
- Issue#12chenjun2hao2025-01-06 02:17will it work well on 8gen1
- Issue comment#11The-Coder-Kishor2025-01-03 13:33Issue with .bin generation
- Issue comment#11fwtan2025-01-03 12:57Issue with .bin generation
- Issue#11The-Coder-Kishor2024-12-30 02:22Issue with .bin generation
- Issue comment#10zhuipiaochen2024-12-17 08:34Does this project support Qualcomm's 8gen2
- Issue#10zhuipiaochen2024-12-17 08:34Does this project support Qualcomm's 8gen2
- Issue#10zhuipiaochen2024-12-17 08:14Does this project support Qualcomm's 8gen2
- Issue comment#9fwtan2024-11-16 19:03There is an error when using model.generation
- Issue#9npu-mi-ji2024-11-11 12:26There is an error when using model.generation
- Issue#8npu-mi-ji2024-11-11 05:13Would there be any issues if the ElementwiseAdd operation is not quantized?
- Issue comment#7CHNtentes2024-11-04 09:28vram usage
- Issue comment#8fwtan2024-11-03 11:13Would there be any issues if the ElementwiseAdd operation is not quantized?
- Issue comment#7fwtan2024-11-03 10:55vram usage
- Issue#8npu-mi-ji2024-10-30 03:45Is there a problem with not quantizing the ElementwiseAdd operation？
- Issue#7CHNtentes2024-10-29 03:50vram usage
- Issue comment#6fwtan2024-10-14 12:21How to generate config.json for HFForCausalLM?
- Issue comment#6CHNtentes2024-10-14 12:11How to generate config.json for HFForCausalLM?
Totals cover only the window loaded into ClickHouse and count events, not GitHub's lifetime totals — 66 stars here means stars gained during the window, not the repo's star count.