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Ruby Port - #1

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skryl wants to merge 1694 commits into

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Commits on Oct 22, 2025
- Merge commit from fork
  wickgit
  authored
  7e3471c
- Merge commit from fork
  wickgit
  authored
  7707196
- format
  awni
  committed
  5bcf3a6
Commits on Oct 24, 2025
- Improved mx.split() docs (#2689)
  
  Maalvi14
  and
  awni
  authored
  2333841
- fix warnings showing up with -Wall (#2692)
  andresy
  authored
  8f8af61
Commits on Oct 27, 2025
- Einsum error msg improvement (#2690)
  
  Maalvi14
  and
  awni
  authored
  0cfeeb6
- optionally load metallib from framework (#2702)
  davidkoski
  authored
  895217f
- fix addmm cpu (#2699)
  awni
  authored
  c4767d1
- add median op (#2705)
  awni
  authored
  539d832
- bump python (#2694)
  awni
  authored
  d1e0611
- Fp8 conversion (#2686)
  awni
  authored
  969924c
- fix: linux-{fedora}x86_64-build (#2707)
  incertum
  authored
  460691a
Commits on Oct 28, 2025
- Add quantize/dequantize for mxfp8 and nvfp4 (#2688)
  awni
  authored
  ec72b44
Commits on Oct 30, 2025
- Migrate CircleCI to GitHub Actions (#2716)
  
  madrob
  and
  heckj
  authored
  74c1ed2
- Fix missing domain_uuid_key in thunderbolt ring setup (#2682)
  thechriswebb
  authored
  793a31e
- fix memory count bug (#2717)
  awni
  authored
  68c5fa1
- Fix the order of hosts in the ring (#2718)
  angeloskath
  authored
  b901a9f
Commits on Oct 31, 2025
- fix docs path (#2719)
  madrob
  authored
  d9e6349
- use faster dequant for fp4 qmv (#2720)
  awni
  authored
  39b04ce
Commits on Nov 3, 2025
- update: add linux fedora container CI - CPP build test only (#2722)
  
  incertum
  and
  madrob
  authored
  ed9c6b1
- add null check -- the bundleIdentifier is optional (#2709)
  davidkoski
  authored
  78678de
- Fix compile multi capture (#2678)
  awni
  authored
  93d76b0
- Set up publishing to PyPI and Test-PyPI (#2721)
  madrob
  authored
  50514a6
- Check isnan in maximum / minimum with CPU backend (#2652)
  
  aisk
  and
  awni
  authored
  1ff2b71
- Fix addmm with empty matrices and beta != 1.0 (#2715)
  harsh-sutariya
  authored
  50fa315
- skip self-hosted runners on forks (#2730)
  madrob
  authored
  910b3e3
Commits on Nov 4, 2025
- only build for macos 14 and up (#2731)
  awni
  authored
  26ceb50
- don't test when doing release (#2734)
  awni
  authored
  d3bc6a9
Commits on Nov 5, 2025
- Make cpu binary_op easily accessible (#2733)
  angeloskath
  authored
  6ece97f
- fix property name (#2736)
  madrob
  authored
  761f901
- Nccl reduce scatter, all gather (#2727)
  
  nastya236
  and
  awni
  authored
  2777815
Commits on Nov 6, 2025
- [CUDA] Reduce use of managed memory (#2725)
  awni
  authored
  df58b41
Commits on Nov 7, 2025
- Shapeless support for `zeros/ones_like` (#2726)
  CC-Yeh
  authored
  be9e2ae
Commits on Nov 8, 2025
- Compatibility with pip-installed openmpi (#2741)
  pcuenca
  authored
  eba6a9d
Commits on Nov 11, 2025
- fix release builds (#2746)
  awni
  authored
  60d80a3
- patch bump (#2750)
  awni
  authored
  75819d7
- Fix dequantize python sig (dtype default) (#2752)
  wrmsr
  authored
  9320eb8
- remove circle (#2753)
  awni
  authored
  047114b
- Fix irregular_strides benchmark shape type (#2754)
  wrmsr
  authored
  3fe2250
- Linux on arm (#2751)
  awni
  authored
  23f81ed
Commits on Nov 12, 2025
- minor debugging for publishing (#2739)
  madrob
  authored
  3f866be
Commits on Nov 13, 2025
- export custom kernel (#2756)
  awni
  authored
  8973550
- fix slice (#2758)
  awni
  authored
  66519fb
- [CUDA] Check CUDA error in synchronize (#2757)
  zcbenz
  authored
  b704e9e
- fix release (#2759)
  awni
  authored
  b65f882
Commits on Nov 14, 2025
- [CUDA] cuDNN forward attention (#2743)
  zcbenz
  authored
  3b2ffce
- Fix exporting with constants (#2769)
  awni
  authored
  27ff069
Commits on Nov 15, 2025
- Separate test-linux from build-linux/cuda in GitHub Actions (#2765)
  
  zcbenz
  and
  madrob
  authored
  3c622dd
- use arch specific targets when possible (#2771)
  awni
  authored
  1bf605d
- Fix MPI distributed tests with CUDA backend (#2775)
  zcbenz
  authored
  9ac7dbe
- Fix warnings with cmake 4.1 (#2774)
  zcbenz
  authored
  1bedcbd
- Use ccache in GitHub Actions (#2773)
  zcbenz
  authored
  86765cc
Commits on Nov 16, 2025
- [CUDA] Tune ops per buffer based on device (#2761)
  awni
  authored
  aad49f9
- fix release 2 (#2767)
  awni
  authored
  49e4566
- Run CI for pushes (#2777)
  zcbenz
  authored
  76414c8
- Remove pip cache in GitHub Actions (#2776)
  zcbenz
  authored
  b7214ff
Commits on Nov 17, 2025
- Build and test with multiple CUDA versions (#2780)
  zcbenz
  authored
  472c43a
- Use std::optional for mask_arr arg (#2763)
  zcbenz
  authored
  32b18d8
- Do not run CPU tests in CUDA builds (#2784)
  zcbenz
  authored
  ecc4879
- Test every commit in main branch (#2781)
  zcbenz
  authored
  698559c
- Fix nightly build (#2785)
  zcbenz
  authored
  4442ed8
- Remove unneeded tests in nightly build (#2786)
  zcbenz
  authored
  35f8172
Commits on Nov 18, 2025
- Fix building with CUDA < 12.8 (#2782)
  zcbenz
  authored
  940f4c7
- Avoid duplicate CI runs when starting a PR from upstream branch (#2788)
  zcbenz
  authored
  a9f0d6b
- build docs on linux (#2787)
  awni
  authored
  b167f0d
- [CUDA] cuDNN backward attention (#2762)
  zcbenz
  authored
  6f35017
Commits on Nov 19, 2025
- more accurate rope fallback (#2792)
  awni
  authored
  f46877b
- Fix version tag (#2790)
  awni
  authored
  ad16f41
- version (#2797)
  awni
  authored
  7f4b7e5
- Add Masked Scatter (#2663)
  
  authored
  b3825ac
- Add Neural Accelerator Support (#2772)
  jagrit06
  authored
  54f1cc6
Commits on Nov 20, 2025
- patch + fix docs build (#2799)
  awni
  authored
  fdcd292
- Fix macos release target and linux arm release (#2802)
  awni
  authored
  60939d0
- Fix cuda allocator copy condition (#2800)
  awni
  authored
  d8e9ded
- [CUDA] Partly fix random for large sizes (#2798)
  awni
  authored
  f9e1a14
- patch bump for future version (#2804)
  awni
  authored
  0d68efd
Commits on Nov 21, 2025
- Centralize NAX condition (#2811)
  awni
  authored
  0dbc7e5
Commits on Nov 22, 2025
- Tolerance for some ops tests on cuda (#2815)
  awni
  authored
  4a09264
- Fix typo: refs/head/main => refs/heads/main (#2818)
  zcbenz
  authored
  d5f61a9
- Add float64 Eig and complex64 SVD/Eig support (Fixes #2708) (#2737)
  
  harsh-sutariya
  and
  awni
  authored
  618c87a
- Fix `mx.core.load` type annotation (#2819)
  CC-Yeh
  authored
  5b0f047
- Force cudaGraphExec reinstantiation when clusters are used (#2813)
  
  andportnoy
  and
  awni
  authored
  3e05cea
Commits on Nov 24, 2025
- Bump actions/checkout from 5 to 6 (#2828)
  dependabot[bot]
  authored
  8abd37a
- Fix `mx.core.linspace` type annotation (#2820)
  
  CC-Yeh
  and
  awni
  authored
  1d4eacb
Commits on Nov 25, 2025
Commits on Nov 26, 2025
- [CUDA] Support array mask in SDPA (#2822)
  zcbenz
  authored
  704fd1a
- [CUDA] Faster rms norm for small dimension (#2838)
  awni
  authored
  dd79d3c
- Added clarification to apply_fn parameter of apply_to_modules (#2831)
  
  yuchaoran2011
  and
  awni
  authored
  b054838
Commits on Nov 27, 2025
- [CUDA] Use cuDNN attention when T_q != T_kv (#2843)
  zcbenz
  authored
  2b95d0c
Commits on Dec 1, 2025
- [CUDA] Migrate conv code to new cuDNN APIs (#2847)
  zcbenz
  authored
  6e762fe
Commits on Dec 2, 2025
- Support more `Numpy` interfaces for `masked_scatter` (#2832)
  CC-Yeh
  authored
  8879ee0
- use thread local cpature mode (#2850)
  awni
  authored
  6c5785b
- Fix export scatters (#2852)
  awni
  authored
  eff0e31
Commits on Dec 3, 2025
- Reduce JVP (#2854)
  awni
  authored
  d8ceae7
- Fix graph updating (#2857)
  awni
  authored
  193cdcd
- Fix init from double (#2861)
  awni
  authored
  cacbdbf
- Update gumbel function signature parameters (#2868)
  tianenchong
  authored
  50d3914
Commits on Dec 4, 2025
- Added support for pytree types that inherit from tuple and typing.namedtuple (#2845)
  romanoneg
  authored
  9abb0b8
- Layer norm throws on dimension mismatch (#2870)
  awni
  authored
  941cfe2
- fix compile copying (#2871)
  awni
  authored
  a6d6717
- Do a PyPi release for cuda on arm (#2866)
  awni
  authored
  1fa8dc5
- Add a 2-pass col reduce for CUDA (#2863)
  angeloskath
  authored
  997cfc7
Commits on Dec 5, 2025
- [CUDA] Faster general copy (#2873)
  awni
  authored
  aefc9bd
- [CUDA] Release build for cuda 13 (#2872)
  awni
  authored
  39289ef
- Make allocator::malloc throw on allocation failure (#2874)
  zcbenz
  authored
  6245824
- [Metal] No copy array init (#2875)
  awni
  authored
  667c0f3
Commits on Dec 7, 2025
- Try not to fail when there should be memory available (#2869)
  awni
  authored
  a4b3bc9
Commits on Dec 8, 2025
- [CUDA] Enable more graphs to be updatable (#2883)
  awni
  authored
  27232db
Commits on Dec 9, 2025
- Fix docs: replace mx.random.randn with mx.random.normal (#2890)
  Satyam12singh
  authored
  f7a4009
- Allow events in sub graph to be updatable (#2886)
  awni
  authored
  b862d84
Commits on Dec 10, 2025
- bump minimum required Python version (#2891)
  ngoldbaum
  authored
  208f544
- do not use simd neon intrinsics on x86 (#2893)
  davidkoski
  authored
  937ce79
Commits on Dec 11, 2025
- Fix input buffer donation in compile (#2897)
  CC-Yeh
  authored
  3c8ce9b
- Update nanobind pin to most recent version (#2896)
  ngoldbaum
  authored
  e1fee00
- fp quantize (#2892)
  nastya236
  authored
  012fb22
- Fix grad in place updates (#2899)
  awni
  authored
  81dfe5f
Commits on Dec 12, 2025
- [CUDA] Add host nodes to subgraph types for graph update (#2901)
  awni
  authored
  f3e5ca5
- fix: possible heap-buffer-overflow in RandomBits::eval_cpu (#2877)
  incertum
  authored
  ccaaa7d
Commits on Dec 13, 2025
- Fix ccache getting disabled (#2905)
  zcbenz
  authored
  bedefed
- Fix attention for large sizes (#2903)
  awni
  authored
  47d2505
Commits on Dec 14, 2025
- No VJP for mask or sinks in attention (#2909)
  awni
  authored
  1b591ec
Commits on Dec 15, 2025
Commits on Dec 16, 2025
- DOC : Add compile state example (#2910)
  Satyam12singh
  authored
  6b330eb
- qqmm (#2789)
  
  authored
  4cf5b29
Commits on Dec 17, 2025
- Thunderbolt RDMA communications backend (#2808)
  angeloskath
  authored
  9194ec2
- Add JIT support for NAX kernels (#2916)
  jagrit06
  authored
  3cc9f50
- Fix warnings for the NAX build (#2921)
  angeloskath
  authored
  c215b6f
Commits on Dec 18, 2025
- Bump the patch version (#2922)
  angeloskath
  authored
  ca731f4
- Faster copy for col contig to row contig (#2917)
  awni
  authored
  116fda6
- Fix cuda release (#2925)
  awni
  authored
  f06a45f
- Metal logging (#2904)
  
  CC-Yeh
  and
  awni
  authored
  1fc313d
- fix cuda release part 2 (#2926)
  awni
  authored
  7ddeb70
- new[CI]: add linux sanitizer tests (#2860)
  incertum
  authored
  ff26b00
- patch bump (#2927)
  awni
  authored
  32cd28a
- Fix CUDA pypi release (#2929)
  awni
  authored
  4b88f85
Commits on Dec 19, 2025
- Move allocate_workspace to cuda/utils.h (#2923)
  zcbenz
  authored
  c96bd7d
- Allow dry run for PyPI release workflow (#2928)
  zcbenz
  authored
  ab4dce4
- Set rpath with cmake for CUDA build (#2932)
  zcbenz
  authored
  b2e2b19
- Fix nightly build (#2933)
  zcbenz
  authored
  49f7749
- Set install rpath of python bindings with cmake (#2934)
  zcbenz
  authored
  fc19a08
- Fix pid in local launch (#2936)
  angeloskath
  authored
  d9f4d8d
Commits on Dec 20, 2025
- Make CUDA CI run faster (#2939)
  zcbenz
  authored
  7652f1c
Commits on Dec 21, 2025
- refactor: use perf_counter for accurate benchmarking (#2940)
  Satyam12singh
  authored
  e6de81c
- Fix for non row-contig scales (#2941)
  awni
  authored
  c0fea26
Commits on Dec 22, 2025
- Fix stubgen (#2942)
  zcbenz
  authored
  b01fc7e
- ci: add macOS 26 target (#2937)
  madrob
  authored
  5205de5
Commits on Dec 23, 2025
- Fix float64 size in data_types.rst (#2948)
  pdevine
  authored
  af2fca5
- Fixes in mlx.distributed_config (#2947)
  angeloskath
  authored
  9cfda1a
- Metal/CPU nvfp4 and mxfp8 (#2946)
  awni
  authored
  1eef1d1
Commits on Dec 24, 2025
- [CUDA] Implement gather_mm_rhs (#2902)
  zcbenz
  authored
  1d21d0e
- Fetch nanobind with cmake (#2949)
  zcbenz
  authored
  26dfe4f
Commits on Dec 28, 2025
- refactor: use time.perf_counter for consistent and accurate benchmarking (#2943)
  Satyam12singh
  authored
  d9b950e
Commits on Jan 1, 2026
- BUG FIX - Addition of missing parameter in random::uniform (#2963)
  
  hwiesmann
  and
  Hartwig Wiesmann
  authored
  8de9ceb
Commits on Jan 5, 2026
- Fix doc issues in `mlx.nn.init.he_normal` and `mlx.nn.hard_tanh` (#2968)
  
  Redempt1onzzZZ
  and
  awni
  authored
  1df6c2a
- fix numpy dtype bug (#2960)
  awni
  authored
  1680b6f
- QQ linear (#2931)
  nastya236
  authored
  5037317
Commits on Jan 7, 2026
- fix array allocator with user buffer and deleter (#2971)
  andresy
  authored
  1596839
Commits on Jan 10, 2026
- Swizzle scales (#2979)
  nastya236
  authored
  43341e8
Commits on Jan 12, 2026
- Fix `grid_dim_x` calculations (#2980)
  CC-Yeh
  authored
  46ee0e9
- Add asarray to __array_namespace__ (#2966)
  Anri-Lombard
  authored
  edab937
- fix doc (#2988)
  CC-Yeh
  authored
  7b1c469
Commits on Jan 13, 2026
Commits on Jan 14, 2026
- patch bump for next release (#2991)
  awni
  authored
  2469fc2
- Fix fence (#2998)
  awni
  authored
  4743015
- Reverts changing the MLX_IBV_DEVICES to MLX_JACCL_DEVICES (#2999)
  angeloskath
  authored
  3fe7794
Commits on Jan 17, 2026
- fix distributed all_to_sharded bias shard axis from -2 to -1 (#2987)
  gufengc
  authored
  d2bef3c
Commits on Jan 18, 2026
- Fix sharding of quantized models with non-power-of-2 bits (#3006)
  kernelpool
  authored
  ca14d3d
- Update CCCL to v3.1.3 (#3012)
  zcbenz
  authored
  9052f67
Commits on Jan 19, 2026
- Fix python package install path in stubgen (#3009)
  zcbenz
  authored
  d96a2bd
- Type Enhancement for Func Transforms and Bug Fix (#3003)
  
  XXXXRT666
  and
  awni
  authored
  46d0fdc
- Do not clear disk space in setup-linux (#3013)
  zcbenz
  authored
  0b25c9c
Commits on Jan 20, 2026
- Do not give workflow boolean inputs default values (#3014)
  zcbenz
  authored
  65b42c8
- Fix negative dim indexing (#2994)
  
  authored
  83bb789
- Windows CI (#3021)
  zcbenz
  authored
  bfd62a5
- Optimize erf function with expm1f in Metal backend (#3025)
  bjornefisk
  authored
  634b148
Commits on Jan 21, 2026
- [CUDA] Faster grouped mm (#3011)
  zcbenz
  authored
  8017d43
- PR 3007 Fix Seg Fault (#3008)
  
  MillaFleurs
  and
  KD2YCU
  authored
  9a277a2
- Use higher precision for linspace with double (#3029)
  awni
  authored
  1d56dfd
- Handle data smaller than BUFFER_SIZE in jaccl recv (#3033)
  rltakashige
  authored
  0d698bc
- build 26.0 release in actions (#3035)
  awni
  authored
  f28f9f0
- Remove xmlrunner from macOS CI (#3032)
  zcbenz
  authored
  b2f8621
Commits on Jan 22, 2026
- Columnwise quantize (#2989)
  nastya236
  authored
  d98776e
- Turn nccl_stub into a normal target (#3037)
  zcbenz
  authored
  faea3e6
- Use cuda::std for math ops (#3041)
  zcbenz
  authored
  c46c383
Commits on Jan 23, 2026
- win: symbol exports and minor fixes (#3024)
  
  dhiltgen
  and
  zcbenz
  authored
  687508d
- CUDA gather mv (#3039)
  angeloskath
  authored
  becc769
- Link with prebuilt OpenBLAS and fix shared libs build on Windows (#3036)
  zcbenz
  authored
  1650c49
- Allow take on empty array when it makes sense (#3046)
  awni
  authored
  9bac6f8
- Add missing <algorithm> include to buffer_cache.h (#3053)
  Anri-Lombard
  authored
  dc81c15
- Build and test python package on Windows CI (#3049)
  zcbenz
  authored
  fd27829
- Fix some MSVC compilation errors (#3048)
  zcbenz
  authored
  8e93b74
- Use C++20 (#3050)
  zcbenz
  authored
  617fd9c
Commits on Jan 24, 2026
- Faster two pass sdpa (#3023)
  awni
  authored
  1935ab4
Commits on Jan 25, 2026
- Find system-installed cuDNN on Windows (#3052)
  zcbenz
  authored
  257c422
- Fix some NVCC warnings when building CUDA backend with MSVC (#3038)
  zcbenz
  authored
  0bb50d9
- Hide symbols by default for mac/linux (#3057)
  zcbenz
  authored
  3ac892b
- [CUDA] Fast sorting (#3060)
  awni
  authored
  9e2d2a5
Commits on Jan 26, 2026
- Fix flaky macOS test (#3063)
  awni
  authored
  5bd99dd
- Update pre-commit hooks and versions for clang-format, black, and isort (#3059)
  NripeshN
  authored
  b6aa03e
- GPU discovery (#3055)
  
  dhiltgen
  and
  angeloskath
  authored
  a828e76
- Add NAX Split-K GEMM for large-K matmuls to improve performance (#3018)
  
  hxu296
  and
  Huan
  authored
  7ed2b6b
- Improve CPU discovery (#3068)
  dhiltgen
  authored
  b70fc33
- Fix long cache file path on Windows (#3065)
  zcbenz
  authored
  343ddf0
Commits on Jan 27, 2026
- Better support consumer CUDA GPUs (#3056)
  jessegross
  authored
  fed0fe3
- Delay load CUDA libs and resolve DLL paths at runtime (#3061)
  zcbenz
  authored
  7313647
- Do not require ConcurrentManagedAccess when not used (#3062)
  zcbenz
  authored
  ce4d0a6
- Fp qmv (#2984)
  awni
  authored
  4912cc4
- remove thrust (#3067)
  awni
  authored
  2f324cc
Commits on Jan 28, 2026
- patch (#3074)
  awni
  authored
  b537b36
- [CUDA] Fallback Event impl when there is no hardware cpu/gpu coherency (#3070)
  zcbenz
  authored
  2ac18ed
Commits on Jan 29, 2026
- Tune CUDA gaph sizes on B200 and H100 (#3077)
  awni
  authored
  12e386f
- [Docs] Simple example of using MLX distributed (#2973)
  
  stefpi
  and
  awni
  authored
  c86a9bc
- Use lower-right causal mask alignment consistently (#2967)
  
  Anri-Lombard
  and
  awni
  authored
  0c6a895
- Fix ALiBi slopes for non-power-of-2 num_heads (#3071)
  vovw
  authored
  590b4f1
- More useful error for large indices (#3079)
  awni
  authored
  fcbdd05
- Fix nax condition for iphone (#3083)
  awni
  authored
  cc6e4ee
Commits on Jan 30, 2026
- Fallback to pinned host memory when managed memory is not supported (#3075)
  zcbenz
  authored
  212077f
- Fix failing python tests on Windows (#3076)
  zcbenz
  authored
  8ef5395
Commits on Feb 2, 2026
- [Metal] Tune splitk gemm dispatch conditions and partition sizes (#3087)
  awni
  authored
  b56782b
Commits on Feb 3, 2026
- Fix for NAX overflow. (#3092)
  awni
  authored
  adcbb91
- patch (#3093)
  awni
  authored
  b9b6722
Commits on Feb 5, 2026
- Disable managed memory on WSL when concurrentManagedAccess is not supported (#3095)
  jessegross
  authored
  f47729c
- Fix non simd f16 build (#3097)
  awni
  authored
  206cf07
- Fix 2pass sdpa on < M2 (#3099)
  awni
  authored
  99ca62c
- JACCL update (#3094)
  angeloskath
  authored
  ceea571
Commits on Feb 6, 2026
- Fix qmv_impl for small N (#3096)
  manuelcandales
  authored
  90e38f7
- Patch for multi device CUDA (#3100)
  awni
  authored
  185b06d
- Patch bump (#3102)
  angeloskath
  authored
  69fd3fa
- is_available() should check the device index too (#3107)
  andresy
  authored
  ef3fbc6
Commits on Feb 7, 2026
- Fix residency set with user provided buffer (#3108)
  awni
  authored
  8fe1d09
Commits on Feb 8, 2026
- Cleanup test_fast_sdpa.py (#3112)
  zcbenz
  authored
  566bc16
- [CUDA] Set current device before allocating memory (#3110)
  zcbenz
  authored
  9cd4b9b
Commits on Feb 9, 2026
- Quantize module to QQLinear (#3106)
  nastya236
  authored
  5e018de
Commits on Feb 10, 2026
- [CUDA] Use cuDNN SDPA for decoding when using fixed-size KV cache (#3113)
  zcbenz
  authored
  54bb3ee
- register pressure (#3116)
  nastya236
  authored
  be52cf6
- Fix precision in Metal fused attention (#3119)
  awni
  authored
  4c86c1e
Commits on Feb 11, 2026
- [CUDA] Attention sinks in cuDNN SDPA (#3118)
  zcbenz
  authored
  72e94c8
Commits on Feb 12, 2026
- begin ruby port
  skryl
  committed
  f92f32e
- continue ruby port
  skryl
  committed
  bacbe36
- 100% parity
  skryl
  committed
  7c0942a
Commits on Feb 13, 2026
- performance optimization
  skryl
  committed
  f67b47e

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