UMLX: An MLX array framework adapted to for x64, ARM, NVidia, and AMD ROCM
C++ · active 2025-03-30 → 2026-08-10 (UTC)
Activity over time
Daily event counts in the loaded window
Line chart, 499 days from 2025-03-30 to 2026-08-10. Pushes: 1,021 total, peak 17 in a day. Pull requests: 751 total, peak 13 in a day. Issues: 411 total, peak 9 in a day. Comments: 1,385 total, peak 28 in a day. Stars: 2,515 total, peak 53 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 |
|---|---|---|---|---|
| awni | 1.4K | 395 | 274 | 383 |
| zcbenz | 1.1K | 334 | 158 | 305 |
| angeloskath | 668 | 232 | 81 | 129 |
| nastya236 | 49 | 7 | 13 | 12 |
| CC-Yeh | 40 | 0 | 8 | 23 |
| jagrit06 | 36 | 20 | 4 | 7 |
| Copilot | 31 | 0 | 0 | 22 |
| ParamThakkar123 | 29 | 0 | 5 | 20 |
| madrob | 28 | 5 | 3 | 12 |
| XXXXRT666 | 26 | 0 | 3 | 14 |
| MillaFleurs | 23 | 0 | 7 | 11 |
| acsweet | 16 | 0 | 1 | 9 |
| Jckwind | 16 | 0 | 6 | 8 |
| NripeshN | 15 | 0 | 4 | 11 |
| jrp2014 | 15 | 0 | 2 | 6 |
| Dan-Yeh | 15 | 0 | 5 | 7 |
| Thump604 | 15 | 0 | 1 | 11 |
| davidkoski | 14 | 0 | 2 | 5 |
| Redempt1onzzZZ | 13 | 0 | 1 | 5 |
| dhiltgen | 12 | 0 | 3 | 8 |
Recent activity
Latest issues, pull requests and releases
- Issue comment#3984aaishwarymishra2026-08-02 20:49added __complex__ support
- Pull request#3890ayaangazali2026-07-22 10:15
- Issue#3847michaelellis0032026-07-15 21:31`mx.random.categorical(logits, num_samples=M)` allocates O(N·M) memory
- Pull request#3817ishtihoss2026-07-08 03:26
- Issue#3755zcbenz2026-06-28 02:17[BUG] ring and jaccl both fail to connect (error 60/65) on 4-node M3 Ultra cluster — IP network verified routable, full mesh confirmed
- Issue comment#3267atomantic2026-06-27 22:36[BUG] Metal GPU watchdog kills LoRA training when display is active
- Pull request#3754will-march2026-06-26 02:25
- Issue comment#3749wgu92026-06-24 01:40Add matrix_norm to array API namespace
- Issue comment#3731katlun-lgtm2026-06-23 23:49array API: add cumulative_sum and cumulative_prod
- Pull request#3745obchain2026-06-23 23:23
- Pull request#3741dependabot[bot]2026-06-22 09:43
- Pull request#3722XXXXRT6662026-06-20 11:14
- Pull request#3631scyyh112026-06-19 22:27
- Pull request#3683katlun-lgtm2026-06-19 22:26
- Pull request#3632scyyh112026-06-16 01:34
- Issue comment#3674chrismicah2026-06-15 00:59Fix tree_map_with_path for namedtuples
- Issue comment#3674chrismicah2026-06-14 23:54Fix tree_map_with_path for namedtuples
- Issue comment#3674zcbenz2026-06-14 23:46Fix tree_map_with_path for namedtuples
- Issue#3676zcbenz2026-06-14 23:36Strided slice .at(...).add corrupts overlap-add accumulation on MLX 0.31.2
- Issue comment#3676zcbenz2026-06-14 23:36Strided slice .at(...).add corrupts overlap-add accumulation on MLX 0.31.2
- Issue#3623zcbenz2026-06-14 00:25[BUG] gemma-4-12b with omlx error loading model
- Issue comment#3658hojin123122026-06-13 08:34head_dim=256 unfused SDPA makes 100K+ context prefill impractical — real-world evidence for reviving #3293
- Pull request#3670AK-Khan022026-06-13 05:43
- Pull request#3622zcbenz2026-06-13 01:54
- Issue comment#3502zcbenz2026-06-10 00:34[CPU - Linux] AVX SIMD backend for fp16 and bf16 matmul
Totals cover only the window loaded into ClickHouse and count events, not GitHub's lifetime totals — 2,515 stars here means stars gained during the window, not the repo's star count.