PyPI · #4332 most downloaded on PyPI

mlx-metal

0.32.3860K downloads/moml-explore/mlx ↗New releases in your daily digest, changelog included.

A framework for machine learning on Apple silicon.

Last release 6 days ago
29 Sep 2026
Ships fairly regularly
a new release about every 4 weeks
Most releases are documented
notes for 16 of 21 stable releases
Nothing withdrawn
no release was ever pulled
1 years old
21 releases · first in 2025

Release timeline

21 releases since 2025

20252026

One column per month.

Releases

0.32.329 Sept 2026
Fix scan and sort for a zero-size axis by @eyupcanakman in #4340
What's Changed

Fix scan and sort for a zero-size axis by @eyupcanakman in #4340

Add a correction parameter in std and var by @prady0t in #4348

Fix tests/run.py stuck in macOS CI by @zcbenz in #4410

Extension Example Updated by @jagrit06 in #4412

Fix sorted gather_qmm NAX row overflow above 32K by @PhilipJohnBasile in #3922

Fix deadlock caused by mx.clear_streams() holding GIL by @aleroot in #4413

Fix integer pow zeroing a whole SIMD vector on a negative exponent by @ayaangazali in #4354

Make concurrency cap on load adaptative so that I/O scales with the machine by @aleroot in #4408

Fix pad with an axes subset and negative axes by @kapellirohith in #4364

Use sdpa_vector_2pass_1_gqa for GQA size 12 and 16 by @dudududukim in #4380

python: Make axis of put_along_axis optional by @ayaangazali in #4360

python: Make axis default to -1 in take_along_axis by @aaishwarymishra in #4368

Propagate NaN in arg reductions by @atirna in #4291

Fix mx.from_fp8 E4M3FN NaN decode with branchless carry by @saud5150 in #4376

Update rules for PR limitation bypass list by @zcbenz in #4415

[CUDA] Use native events for GPU fence waits by @strayberry in #4401

Validate GGUF tensor dimensions by @roshaninfordham in #4378

Fix crash on ellipsis indexing with too many trailing indices by @Adityaj0 in #4396

[CUDA] Cholesky via cuSOLVER by @sashko-zakharchuk in #4208

python: Fix setitem with negative index preceded by None by @Adityaj0 in #4414

Update nanobind to 3.0.1 by @XXXXRT666 in #4417

chore: Use normalize_axis_index in scan ops by @Adityaj0 in #4383

python: Add explicit index and bytes support by @aaishwarymishra in #4388

docs: fix typo recived -> received by @vaibhav8a in #4424

Fix Metal grid sizing for strided scans by @TheDarkchip in #4420

Fix SGD and Adafactor weight decay mutating caller arrays by @2sumtech in #4426

Widen float16/bfloat16 to float32 in cpu reduce by @Ved235 in #4387

sdpa_vector_2pass_1_gqa kernel batch offset for K/V in gqa decode by @dudududukim in #4431

Make head-dim-256 prefill with array mask run fused NAX kernel by @dwijenpatel in #4416

python: Make unstack return tuple instead of list by @JasonHonKL in #4448

python: Make iter() throw TypeError for 0-dim array by @simeetnayan81 in #4425

Fix save and save_safetensors corrupting a lazily loaded source file by @Cdimoy in #4434

[Metal] Use hypot for complex ops by @JasonHonKL in #4345

Add get_array_buffer_size to query buffer size for arrays by @aleroot in #4436

Add M5 ultra tunings for non-quantized matmuls by @jagrit06 in #4447

[CUDA] Fix completion worker busy loop by @strayberry in #4452

Fix non transposed affine qmm dispatch logic by @RohanGautam in #4392

Fix sorted gather_qmm on ragged K by @erwinzhang7 in #4009

Don't restore a thread-affine stream when StreamContext dies on another thread by @michalk8 in #4462

Fix Pad vjp with an axes subset and negative axes by @nileshpatil6 in #4441

Fix integer div-by-zero crash in CPU backend (sort, scan, binary ops) by @MarcosAsh in #4442

Use 64-bit file seeks on Windows by @dhiltgen in #4456

Use precise::exp in Sigmoid so compiled and eager sigmoid agree by @pierre427 in #4461

Use NAX attention for long unmasked D72/D80 inputs by @wyanzhao in #4455

Add D512 support to Metal vector attention by @wyanzhao in #4459

Add a scoped_env utility for tests by @zcbenz in #4474

[Metal] global scale for qmm by @nastya236 in #4458

Fix re-entering the same stream context manager by @michalk8 in #4478

leak global CommandEncoder -- avoid cuda synchronize on process shutdown by @davidkoski in #4480

Update CONTRIBUTING.md by @zcbenz in #4469

python: fix bytes() on non-contiguous arrays by @axiom-of-choice in #4449

Break the sibling cycle when an array is released by assignment by @tudalex in #4453

Win: Use DXGI for accurate WDDM VRAM memory budget by @dhiltgen in #4457

Add type hints and docstrings for ALiBi layer by @Ritabanm in #4472

Fix fp quantized matmul corruption when the quantized dim is not a multiple of 32 by @kapellirohith in #3912

Fix CUDA test synchronization flake by @dhiltgen in #4490

Skip bypass list updates in forks by @XXXXRT666 in #4495

Load global scales in qmm_t kernels by @dhiltgen in #4483

Release the GIL when copying Metal DLPack inputs (mx - pytorch mps bridge) by @WindChimeRan in #4497

Use matrix kernels for global-scale gather_qqmm by @dhiltgen in #4481

Adding metal kernels for the gated delta nets. by @tpegolotti in #4020

Fix jaccl ring all_gather: direction 1 slice was not mirrored by @Drifter4242 in #4443

Skip Metal-only gated delta kernel tests on other backends(fix CI) by @aleroot in #4522

[CUDA] Add global scale support to gather_qmm by @dhiltgen in #4507

[BUG][Metal] Deadlock in fence by @nastya236 in #4552

Fix ordering of complex64 with NaNs by @louen in #4519

Improve metal memory usage for SDPA D256 by @dhiltgen in #4505

Add support for matrix transpose by @aaishwarymishra in #4402

Improve metal memory usage for SDPA D512 by @dhiltgen in #4487

Support shapeless compilation of scan operations by @keeeeenw in #4510

[Metal] Gather mm improvement by @nastya236 in #4567

restoring perf regression for upsample linear mode align_corners=False by @sp4s-s in #4500

Add fused Metal kernels for fast.cross_entropy by @zsun6 in #4520

Add missing defaults to tri, tril, triu, gather_mm signatures by @rishabhsai in #4492

Add Metal SDPA support for D96/V64 by @wyanzhao in #4499

Raise IndexError for out of bounds axes by @devangpratap in #4484

Fix floor_divide for integers by @aaishwarymishra in #4515

Fix cpu binary ops on large data by @Prudctual in #4517

Do not throw from CUDA destructors and avoid implicit default streams in eval/compile by @aleroot in #4514

[Metal] gather_qmm improvement by @nastya236 in #4572

Fix floating-point constant precision in compiled kernels by @Ryan11c in #4511

chore: Fix assertion in ReduceScatter::eval_cpu by @ronaldmannak in #4557

Leak thread local streams on exit in main thread by @zcbenz in #4576

New Contributors

@atirna made their first contribution in #4291

@saud5150 made their first contribution in #4376

@roshaninfordham made their first contribution in #4378

@vaibhav8a made their first contribution in #4424

@TheDarkchip made their first contribution in #4420

@2sumtech made their first contribution in #4426

@simeetnayan81 made their first contribution in #4425

@Cdimoy made their first contribution in #4434

@michalk8 made their first contribution in #4462

@MarcosAsh made their first contribution in #4442

@tudalex made their first contribution in #4453

@Ritabanm made their first contribution in #4472

@tpegolotti made their first contribution in #4020

@Drifter4242 made their first contribution in #4443

@keeeeenw made their first contribution in #4510

@sp4s-s made their first contribution in #4500

@zsun6 made their first contribution in #4520

@rishabhsai made their first contribution in #4492

@devangpratap made their first contribution in #4484

@Prudctual made their first contribution in #4517

@Ryan11c made their first contribution in #4511

@ronaldmannak made their first contribution in #4557

Full Changelog: v0.32.2...v0.32.3

From the same repository

ml-explore/mlx

mlxPyPIA framework for machine learning on Apple silicon.

0.32.225 Aug 2026

Preserve subnormal float values when casting to bool by @reckylurker in #4224

What's Changed

Preserve subnormal float values when casting to bool by @reckylurker in #4224
Support assigning through a bare Ellipsis index by @Adityaj0 in #4314
Fix divmod truncating the quotient for floats by @ayaangazali in #4108
Add force_fused option to scaled_dot_product_attention by @hojin12312 in #4185
Reject a negative eps in the normalization layers by @ayaangazali in #4312
Bound GGUF metadata string/array values against the file mapping by @x14ngch3n in #4212
Read each K/V byte once in gqa-8 decode attention by @dudududukim in #4077
Fix fft vmap and jvp for transforms over a subset of axes by @kapellirohith in #4138
Fix median dropping NaN by @devteamaegis in #4146
Fix the CPU scan over a size one axis with a padded stride by @kapellirohith in #4139
Validate the optimizer betas at construction by @ayaangazali in #4310
RMSNormVJP backward writes a full {n_rows, D} gw_temp intermediate by @JasonHonKL in #4293
[Bug]: add default none value to axis parameter of the take_along_axis by @aaishwarymishra in #4357
Add a fused full-attention path for head_dim 256 on NAX devices by @wyanzhao in #3842
Update nanobind to 2.15.0 by @XXXXRT666 in #4337
Skip unnecessary simdgroup computations for quantised MOE matmuls on NAX by @RohanGautam in #4352
Add AI usage policy by @zcbenz in #4331
Raise cpu stream errors from synchronize by @robertomeroni in #4338
chore: Validate eps in Adam at construction by @vraj00222 in #4361
Bound winograd conv2d working set by tiling the batch by @Gusanidas in #4102
Use a 32-row block in qmm_t_nax when one block covers all of M by @dwijenpatel in #4171
Deduplicate fftshift and ifftshift by @Adityaj0 in #4318
Fix Log and Equal is_equivalent ignoring primitive state by @kapellirohith in #4266
Stabilize reduced-precision InstanceNorm by @ternaus in #4230
Normalize negative axes in sort and argsort by @deBrian07 in #4332
Clean up main thread compile cache before python interpreter shuts down by @zcbenz in #4373
chore: Check malformed jaccl hostfile that miss rdma in pairs by @erwinzhang7 in #4284
Round mxfp8 block scales up to avoid saturation by @dhiltgen in #4353
Add support for the array_namespace_info by @aaishwarymishra in #4334
Stop a failed CUDA graph commit from poisoning the encoder by @strayberry in #4356
Fix quantized kernels in JIT build by @dwijenpatel in #4372
[Metal][Performance] Avoid zero work in stride-2 ConvTranspose3d by @ternaus in #4343
[CUDA] Ce fused kernel by @nastya236 in #3947
Fix cpu exclusive scan for complex numbers by @ayaangazali in #4272
Support Relocatable CUDA DLLs on Windows by @dhiltgen in #4382
Use cast_to for fused AsType in compiled Metal kernels by @katlun-lgtm in #4351
Declare DLPackCompatible protocol members as methods, not settable attributes by @Adityaj0 in #4384
Fix quantizing sliced arrays by @zcbenz in #4381
Fix einsum dropping a trailing empty subscript by @Adityaj0 in #4299
Add script to run python tests by @zcbenz in #4393
Hold GIL in AttachedData destructor by @zcbenz in #4391

New Contributors

@hojin12312 made their first contribution in #4185
@x14ngch3n made their first contribution in #4212
@vraj00222 made their first contribution in #4361
@ternaus made their first contribution in #4230
@strayberry made their first contribution in #4356

Full Changelog: v0.32.1...v0.32.2

Open source →

0.32.118 Aug 2026

Fix int64 type cast error when loading GGUF metadata arrays by @danlee2002 in #3823

What's Changed

Fix int64 type cast error when loading GGUF metadata arrays by @danlee2002 in #3823
Document default values in normalization layer docstrings by @Pablosinyores in #3819
Warn at configure time when NAX kernels are disabled by @pierre427 in #3824
[CUDA][Improvement] RMSNorm forward speed up by @nastya236 in #3850
Fix captured random state in compile by @angeloskath in #3828
Fix JIT preamble header filter matching project paths containing "Xcode" by @apocryphx in #3873
Document default value of p in dropout layer docstrings by @ayaangazali in #3870
[WIP] [CUDA] fsdp by @nastya236 in #3768
Fix triplet_loss docstring to document the reduced output shape by @ayaangazali in #3884
Zero-copy CPU import: mx.array(host_buffer, copy=False) on unified memory by @HaoXuAI in #3872
Round MLX_SDPA_BLOCKS up to a multiple of 32 by @pierre427 in #3875
Reuse Metal WAR tracking hash tables by @neilmehta24 in #3882
Use unroll_count(4) for the NAX attention Q@K.T loop by @wyanzhao in #3843
metal: add gemv_wide for fp16/bf16 matmuls of a few rows by @jessegross in #3888
Fix broken docstring rendering in Linear and RNN by @ayaangazali in #3890
Fix Adamax betas docstring and MultiOptimizer filters type by @ayaangazali in #3889
Fix incorrect nvfp4 quantized_matmul through the split-K path by @metascroy in #3854
[Metal] Avoid regex in custom kernel name generation by @aleroot in #3869
Fix prod dtype promotion when reducing a size-1 axis by @eyupcanakman in #3898
[CUDA] Fix grid overflow in gemm conv unfold kernels for >= 65,536 output positions by @AdamDLuz in #3893
[CUDA] columnwise quantize with tma by @nastya236 in #3157
metal: reduce NVFP4 scales per 16-lane group by @jessegross in #3934
Update homebrew in CI by @angeloskath in #3946
Make index autodiff errors explicitly recommend stop_gradient by @dogukanveziroglu in #3820
Making JACCL coordinator optional by @angeloskath in #3899
Fix docstring mismatches in the Python bindings by @ayaangazali in #3948
Raise a clear error for an invalid quantization mode in nn layers by @ayaangazali in #3914
Fix incorrect examples and outputs in the usage docs by @ayaangazali in #3956
Skip test_gather_qmm_sorted cpu test on M1 mac by @zcbenz in #3973
Fixes an axis mismatch bug in matrix norm for case -1 and 1 by @danlee2002 in #3827
Fix BatchNorm running variance estimator by @ishtihoss in #3817
Fix build error caused by TMA macro guard by @zcbenz in #3988
Fix Glorot/He uniform init docstrings to label the uniform bound, not sigma by @vineethsaivs in #3831
Fix custom metal kernel cache collision for same name, different source by @katlun-lgtm in #3833
Fix log_cosh_loss docstring to document the element-wise loss by @winklemad in #3846
Fix step activation docstring to match >= threshold behavior by @ayaangazali in #3902
docs: document the reduced-precision float32 default and MLX_ENABLE_TF32 by @stoyoda0012-cyber in #3894
Fix InstanceNorm Shape docstring to require at least 3 dimensions by @ayaangazali in #3903
Fix filter_and_map docstring argument order for filter_fn and is_leaf_fn by @ayaangazali in #3906
Export C++20 requirement to CMake consumers by @PhysicistJohn in #3971
Fix implicit thread address space qualifier becoming explicit in metal 4.1 by @louen in #3963
Fix Transformer ignoring a custom encoder or decoder with no parameters by @ayaangazali in #3962
docs: remove references to removed --no-verify-script launch flag by @latent-9 in #3959
added eye(0) support and tests by @aaishwarymishra in #3952
Refactor the JACCL ring and add threads for the multiple rings by @angeloskath in #3900
Fix shapeless matmul with dynamic batch dimensions by @varshneydevansh in #3813
Fix JIT build with old macOS SDK by @metascroy in #3853
Fix cholesky_inv documented argument name to match the binding by @ayaangazali in #3950
Add new_thread_unsafe_stream to the devices and streams docs by @ayaangazali in #3968
Add gather_qqmm by @zcbenz in #3757
Fix missing printoptions doc page from autosummary filename collision by @ayaangazali in #3985
Document ThreadLocalStream and iinfo in the API reference by @ayaangazali in #3986
Make "stop" optional in arange by @aaishwarymishra in #3982
Add softsign to the nn functions docs by @ayaangazali in #3989
Fix broken all_sum and Group references in the data parallelism example by @ayaangazali in #3996
Fix ast.metal_kernel typo in the custom Metal kernels guide by @ayaangazali in #3997
Fix unresolved mx.array docstring references by @ayaangazali in #3990
python: fix bfloat16 buffer format itemsize mismatch by @reckylurker in #3975
Template Metal complex scalar lanes by @PhysicistJohn in #3970
Pad 2D conv input channels to reach the specialized Metal kernel by @eyupcanakman in #3904
Support head dimension 96 in Metal full attention by @dhiltgen in #3943
Fix mx.remainder floored-mod for float16/bfloat16 on CPU by @sashko-zakharchuk in #3976
Fix sorted gather_mm activation row stride by @metascroy in #3960
Fix state corruption when a primitive throws during eval by @WindChimeRan in #3675
added complex support by @aaishwarymishra in #3984
Validate freeze and unfreeze keys against the whole model when recursing by @ayaangazali in #3966
Fix mlx.launch --python: flag is parsed but never forwarded to the launch script by @jonathan308 in #4002
Fix broken fully_shard reference in FullyShardedModule docstring by @ayaangazali in #4007
Use the current interpreter in the comparative benchmark runner by @ayaangazali in #4016
Document MLX environment variables by @XXXXRT666 in #4000
Fix CUDA batched GEMV grid overflow by @jasp-nerd in #3929
Fix all_gather benchmark collapsing its input to a scalar by @ayaangazali in #4017
Check threadgroup size in the 1-pass sdpa_vector dispatch by @apocryphx in #4018
Align example projects with the Python 3.10 minimum by @ayaangazali in #4024
Fix C++ benchmarks failing to build on overloaded astype by @ayaangazali in #4025
Fix conv_transpose maxBufferLength failures on Metal via tiled unfold by @eyupcanakman in #3845
Give each host a unique rank in Hostfile.from_list by @ayaangazali in #4027
Fix crash when reporting partial rings in mlx.distributed_config by @ayaangazali in #4026
docs: Do not pass MLX_METAL_FAST_SYNCH=1 by default by @katlun-lgtm in #4005
Fix signed-integer overflow in convolution shape arithmetic by @eyupcanakman in #3938
Template Metal C2C FFT scalar lanes by @PhysicistJohn in #3969
Fix segfault in expand_dims for out of bounds negative axes by @Gusanidas in #4021
Add optional dtype parameter to zeros_like and ones_like by @reckylurker in #4028
Fix mx.longsumexp output shape issue. by @JasonHonKL in #4030
Treat backend and envs as optional when parsing a hostfile by @ayaangazali in #4039
Report bad hostfiles as CLI errors in mlx.launch by @ayaangazali in #4040
Fix ceil error message to say ceil instead of floor by @PhysicistJohn in #4042
Fix installed static MLX package on Windows by @yingjiacai in #3848
Derive the qmv fast path K alignment from bits by @jlee5814 in #3965
Fix eigh UPLO and zero-size eigh/svd on the CPU by @kapellirohith in #3834
Add metadata to exported functions by @eyupcanakman in #3855
Fix empty matrix case in cholesky by @prady0t in #4033
Reject a negative max_norm in clip_grad_norm by @ayaangazali in #4058
Build extensions with the interpreter running the build by @ayaangazali in #4057
Reject negative dimensions in broadcast_to and random shapes by @ayaangazali in #4046
Report bad host arguments as CLI errors instead of tracebacks by @ayaangazali in #4045
Fix Metal FFT for sizes above 2**20 by @adityasingh2400 in #4013
Request MSL 4.1 from the runtime compiler on macOS 27 by @magnuslundstedt in #4052
Fix concurrent Metal kernel cache lookup by @kitty-eu-org in #4043
Refactor CPU ArgReduce dtype dispatch by @PhysicistJohn in #4066
Refactor NumberOfElements dtype dispatch by @PhysicistJohn in #4064
Refactor CPU Select dtype dispatch by @PhysicistJohn in #4065
Raise qmv batch limit for large matrices on M5-class GPUs by @pierre427 in #3791
Enable half-precision complex Metal FFT kernels by @PhysicistJohn in #3981
Fix: mx.distributed.sum_scatter crashes on a scalar(0-d) by @JasonHonKL in #4071
Return an empty result from pinv for zero-size inputs by @ayaangazali in #4069
Handle zero-size inputs in eig and qr on the CPU by @ayaangazali in #4068
Normalize biases before encoding in gather_qmm_rhs by @dudududukim in #4056
Keep randint samples inside [low, high) by @adityasingh2400 in https://github.com//pull/4012
Allow saving empty arrays to npy and safetensors by @ayaangazali in #4080
Fix DeviceType annotations for device and stream arguments by @XXXXRT666 in #4059
Refactor CPU DivMod dtype dispatch by @PhysicistJohn in #4088
Refactor CPU SegmentedMM dtype dispatch by @PhysicistJohn in #4087
Refactor CPU Arange dtype dispatch by @PhysicistJohn in #4085
Fix Device and Stream lexicographic ordering by @wgu9 in #4086
Enable complex64 scatter addition on GPU by @PhysicistJohn in #4078
Optimize large NVFP4 QMV on M5 Max by @dhiltgen in #3961
ring: fail on peer disconnect instead of hanging forever by @erwinzhang7 in #4060
Fix: propagate NaN when dealing with cummax and curmin by @JasonHonKL in #4047
Refactor CPU equal_nan dtype dispatch by @PhysicistJohn in #4095
Refactor CPU Matmul dtype dispatch by @PhysicistJohn in #4103
Refactor CPU Gather dtype dispatch by @PhysicistJohn in

Note truncated.

Open source →

0.32.07 Jul 2026

Generate qmm implementaions with cmake by @zcbenz in #3424

What's Changed

Generate qmm implementaions with cmake by @zcbenz in #3424
Enable swap for all CI building CUDA by @zcbenz in #3437
Bump minor by @angeloskath in #3438
[CUDA] Fix qmm_naive K-tail dispatch for FP quantized kernels by @Lyxot in #3445
Keep gguflib input-validation asserts active in release builds by @qflen in #3436
Reuse nightly build's ccache for release by @zcbenz in #3458
Add barrier to JACCL by @Isalia20 in #3459
Add determinant and sign-log-determinant functions to mlx.core.linalg by @abhilashreddys in #3416
Define ST_F8_E8M0 by @pcuenca in #3448
Clearer error when shape dimension overflows int32 by @serenposh in #3425
[CUDA] Fix half type matmul in cutlass kernels by @zcbenz in #3469
Fix indexing bug in slice update with op by @angeloskath in #3483
Make device_count() return 0 when there is no GPU by @zcbenz in #3486
Compute contiguity from the actual occupied data by @sofinvalery in #3475
Do not use prebuilt cpu compile preamble when headers are installed by @zcbenz in #3463
[CUDA] Separate main loop into a function in qmm by @zcbenz in #3443
test: Upcast the random numbers before computing their average by @sofinvalery in #3488
Pass deployment target when linking metallib by @dhiltgen in #3501
Fix rope single token multiple sequences by @angeloskath in #3498
Fix qvm_split_k incorrect batch stride calculation by @angeloskath in #3497
Fix scatter_prod GPU hang on NaN with contention by @tillahoffmann in #3492
[jaccl] Fix race on local_staging in MeshImpl::all_reduce by @kernelpool in #3451
Add MLX_SDPA_BLOCKS env var for 2-pass vector kernel block-count override by @adurham in #3455
mlx launch clean by @nastya236 in #3513
[CUDA] Fix gather_mm by @zcbenz in #3503
[CUDA] Guard qmm_naive scale and bias loads at tile boundaries by @Lyxot in #3509
win: fix cuda build by @dhiltgen in #3532
Improve DLPack-compatible array imports by @XXXXRT666 in #3495
Apply the same thread-local approach to the CPU by @angeloskath in #3537
removed automatic prepending python in mlx launch by @nastya236 in #3536
ci: Show stack trace on crash by @zcbenz in #3538
Handle non-multiple-of-8 spatial dims in depthwise conv2d Metal path by @qflen in #3446
Remove reference to groups in Conv3D extra_repr by @GriffinMB in #3559
Add buffer caching to no_gpu CPU allocator by @dhiltgen in #3554
Fix steel GEMM safe load offset by @sofinvalery in #3560
Fix singleton lifetime issues at process exit by @dhiltgen in #3555
Fix doubled-word typos in docstrings by @LeSingh1 in #3561
Fix off_x/off_y typo in steel BaseMMAFrag::load_safe by @mdegans in #3565
Synchronize no-GPU cache eviction with CPU streams by @dhiltgen in #3566
Add JIT compiler support for Windows by @dhiltgen in #3556
[Metal] Reject tensor-scale nvfp4 in qqmm by @Brooooooklyn in #3551
Detect int32 shape-product overflow at MLX compute-shape boundaries by @qflen in #3524
Add copy keyword to mx.asarray by @eyupcanakman in #3510
Fix typos in backend code comments by @adityasingh2400 in #3581
Implement output_shapes for GatherMM and GatherQMM by @dexwritescode in #3485
Fix activation docstring math in log_softmax and gelu_approx by @adityasingh2400 in #3590
docs: expose missing Python APIs by @XXXXRT666 in #3598
Fix CUDA all-reduce planning for large inputs by @sofinvalery in #3603
Use uv in macOS CI by @zcbenz in #3491
Fix HDRS_LIST building when paths in header inclusion tree include spaces by @lancelotblanchard in #3607
Enable the Metal backend by default on iOS by @eyupcanakman in #3617
Fix int32 overflow in matvec row offset and gather-MM batch stride by @aicayzer in #3609
Fix signed-integer overflow (UB) in roll and tile shape arithmetic by @devYRPauli in #3604
Fix complex VJPs for log and exp by @CameronChurchwell in #3605
added env variables to propagate width by @nastya236 in #3618
Correct p-norm computation in triplet_loss by @pchintar in #3613
Fix threaded compile cache cleanup by @lucasnewman in #3628
Handle invalid dimensions in SinusoidalPositionalEncoding by @pchintar in #3615
Correct grammatical typo in label smoothing ValueError by @madhav1k in #3641
Roll back compile cache entry when the first trace throws by @adityasingh2400 in #3635
Raise on arange with step == 0 instead of undefined behavior by @devYRPauli in #3640
Fix data race in tracing state by making it thread-local by @aicayzer in #3638
Add missing break in bool_ switch case that would result in falling through to the uint8_t case by @psolanki in #3655
Fix axis param in nll_loss by @ishtihoss in #3651
Fix Adafactor factored update for params with more than 2 dims by @ishtihoss in #3652
Emit valid kernel source for non-finite float constants by @tillahoffmann in #3648
Validate inputs in GroupNorm and InstanceNorm by @ishtihoss in #3653
Fix flaky test_siblings_without_eval by @zcbenz in #3621
Fix intermittent wrong bias gradient in fast::layer_norm VJP (Metal WAR hazard) by @tillahoffmann in #3630
NAX requires setting MACOSX_DEPLOYMENT_TARGET=26.2 by @zcbenz in #3622
Catch error in CommandBuffer and poison the events by @zcbenz in #3523
[Improvement] CopyType::Vector in concatenate if axis=0 and contiguous by @nastya236 in #3663
Fix Q4_1 GGUF loading by @ricky-chaoju in #3664
Fix tree_map_with_path for namedtuples by @chrismicah in #3674
Fix gather_qmm NAX kernel name mismatch by @scyyh11 in #3632
Add bits and smallest_normal to finfo by @katlun-lgtm in #3679
Fix use-after-free when a custom Metal kernel is called with different dtypes in one graph by @discobot in #3662
Fix dimension count in orthogonal initializer error message by @Pablosinyores in #3693
fix grid for large uncontiguous input by @nastya236 in #3666
Ignore numpy matmul warnings in test_blas by @zcbenz in #3657
Fix repeat zero axis shape by @chrismicah in #3698
Cache JIT-compiled CUDA kernels by @zcbenz in #3587
[CUDA] JIT-compile qmm_naive by @zcbenz in #3576
Support namedtuple and tuple subclasses in tree_merge by @Pablosinyores in #3703
Fix mx.sort vjp to transpose the permutation by @obchain in #3700
Add isdtype, result_type, and can_cast by @katlun-lgtm in #3681
[fix] allow exporting custom Metal kernels without a Metal backend by @xthomaswang in #3650
Make step activation inclusive at the threshold by @Pablosinyores in #3694
Add new_thread_unsafe_stream API by @zcbenz in #3578
Fix JVPs of power, divmod, and slice_update with partly traced inputs by @qflen in #3636
Add flip and unstack by @katlun-lgtm in #3683
Fix int16 overflow in NAX qmm edge-tile bounds by @scyyh11 in #3631
Make gemv JIT compilable by @angeloskath in #3705
Fix gaussian_nll_loss documented default reduction (none -> mean) by @Pablosinyores in #3715
Fix optimizer epsilon validation message and AdaDelta eps doc by @Pablosinyores in #3712
Add array API standard aliases for existing ops by @katlun-lgtm in #3678
Fix ConvTranspose kernel size repr by @ishtihoss in #3724
[CUDA] Disable managed memory on Tegra by @gmondada in #3701
Update nanobind to 2.13.0 by @XXXXRT666 in #3722
Fix JVPs of select, arctan2, masked_scatter, and bitwise ops by @qflen in #3633
array API: add empty, empty_like (pure aliases), astype, matrix_transpose by @katlun-lgtm in #3729
Add metal::set_metallib_path() to override the metallib search path by @olilarkin in #3597
Add Metal DLPack zero-copy sharing by @XXXXRT666 in #3531
Bump actions/checkout from 6 to 7 by @dependabot[bot] in #3741
Fix shapeless compile eliding reductions over size-1 dimensions by @discobot in #3672
[CUDA] JIT-compile qmm_sm80/qmm_sm90/gather_gemm by @zcbenz in #3706
[CUDA] Make qmv support global scale by @zcbenz in #3723
Add VJP for cumulative max and min scans by @devin-lai in #3599
Fix abs jvp for complex inputs by @obchain in #3745
Fix update_modules crash on over-length module lists by @Pablosinyores in #3743
Add matrix_norm to array API namespace by @wgu9 in #3749
Guard scatter_axis against 64-bit outputs on the GPU by @obchain in #3695
Fix build on Apple clang 15 in cpu_nd_array_to_mlx by @obchain in #3751
metal: cache x in registers in rms_single_row to avoid redundant global read by @will-march in #3754
Document row-wise sparsity in nn.init.sparse by @Pablosinyores in #3752
[CUDA] [Improvement] Rope without copy by @nastya236 in #3704
Add small-batch quantized matvec kernel (qmv_wide) by @jessegross in #3764
Fix docstring nits by @ishtihoss in #3758
Fix logsumexp jvp to reduce along the axis by @obchain in #3708
Add vecdot to array API namespace by @wgu9 in #3748
Fix CPU dynamic slice copy bound for collapsed shapes by @Lyxot in #3739
Enable fused SDPA vector kernel for asymmetric Q/V head dims (192, 128) by @yohann-bearzi in #3637
array API: add positive, logical_xor, trunc, count_nonzero, diff, full_like by @katlun-lgtm in #3730
array API: add cumulative_sum and cumulative_prod by

Note truncated.

Open source →

0.31.222 Apr 2026

Wider support for cuda quantized matmuls ( #3352 , #3268 , #3321 , #3417 , #3255 )

Highlights

Wider support for cuda quantized matmuls (#3352, #3268, #3321, #3417, #3255)
MLX can be used by multiple threads for independent computations (#3405, #3348, #3281, #3423)
Added CUDA FFT support
JACCL is now a standalone lib (#3412)

What's Changed

Bump by @angeloskath in #3244
win: re-enable and fix cuDNN performance by @dhiltgen in #3242
Fix crashes in multi-threaded process teardown by @louen in #3167
[CUDA] Add FFT support by @lucasnewman in #3243
[CUDA] Implement MaskedScatter by @Lyxot in #3151
docs: fix PyTorch to MLX conversion example by @LxYuan0420 in #3265
update requirements for Macbook Neo by @tosh in #3257
fix comparison op JVP returning bool tangents instead of input dtype by @mm65x in #3253
fix nn.GRU skipping bhn bias when hidden is None by @mm65x in #3252
[CUDA] Pipelined QMM by @zcbenz in #3255
tests: harden memory leak check in test_siblings_without_eval by @booxter in #3088
Slice update with operation by @angeloskath in #3266
Nax Refactor by @jagrit06 in #3271
Fix building with CUDA toolkit 13.2 by @zcbenz in #3273
[CUDA] fp and int4 quants for qmm_sm80 by @zcbenz in #3268
Fix repr of conv layers by @angeloskath in #3275
Merge DeviceStream into CommandEncoder by @zcbenz in #3264
[CUDA] Search system-installed CUDA toolkit for headers by @zcbenz in #3277
Create default random key lazily by @zcbenz in #3278
Support indexing with any type which implmented __index__ by @aisk in #3210
Fix sort NaN handling for float16 and bfloat16 by @Lyxot in #3269
Use thread local storage for frontend compile cache by @zcbenz in #3280
[Metal][Performance]: Add split-K for quantized matmul (small M) by @Ziqiao-git in #3120
[Metal] Fix depthwise conv 1D kernel name for large variant by @Brooooooklyn in #3289
Fix stale transform copy-chain leaks by @Brooooooklyn in #3290
Implement Pad::vmap to replace NYI stub by @Aristide021 in #3304
logo files by @andresy in #3308
Fix vmap + floor_divide: preserve integer dtype by @robert-johansson in #3292
Fix moved-from shape bug in broadcast_arrays causing vmap bus error by @Aristide021 in #3310
Use nb::ndarray for checking arrays by @zcbenz in #3283
Add output_shapes for AddMM by @pHequals7 in #3262
Manage Metal objects with smart pointers by @zcbenz in #3282
[CUDA] support sorting complex numbers by @Lyxot in #3286
Add norm parameter to FFT transforms (backward/ortho/forward) by @Aristide021 in #3287
Make each thread have its own default stream by @zcbenz in #3281
[CUDA] Implement BlockMaskedMM by @Lyxot in #3299
Fix np bfloat16 misinterpreted as complex by @kellen-sun in #3146
Remove no longer needed const_cast by @zcbenz in #3325
Bump actions/deploy-pages from 4 to 5 by @dependabot[bot] in #3334
Fix use after move by @angeloskath in #3343
Decouple CommandEncoder from Device by @zcbenz in #3316
Add vmap for BroadcastAxes by @angeloskath in #3344
Add fftfreq, rfftfreq and scalar axes for fftshift/ifftshift by @declanhealy2 in #3298
[Metal] Support sorting complex numbers by @Lyxot in #3314
[CUDA] Fallback QMM by @zcbenz in #3315
Make CommandEncoder thread local by @zcbenz in #3348
[CUDA] 3/5/6-bit quants for qmm_naive by @zcbenz in #3352
Fix regression in array creation by @angeloskath in #3353
Use metal as the front-end for the metal linker by @louen in #3354
Add printoptions by @ChristophePRAT in #3333
Add a convenience for making local streams in python by @angeloskath in #3355
Fix CMake finding wrong Python during pip install by @fijimunkii in #3375
[CUDA] Add GatherQMM for quantized gather matmul by @Lyxot in #3321
fix: fail build when Metal compiler header resolution fails by @dogukanveziroglu in #3332
Fix: Correct cross-attention query routing in Post-LN TransformerDecoderLayer by @suryawanshishantanu6 in #3382
[CUDA] Thread safety by @zcbenz in #3367
Fix test "test get streams" missing initialization by @dseredkin in #3376
Conjugate VJP and JVP support by @CameronChurchwell in #3386
Fix int16 overflow in SDPA NAX mask indexing for KV sequences > 32K by @Clydingus in #3361
Avoid joining threads on exit by @zcbenz in #3388
Add clear_streams API for cleanup before exit by @zcbenz in #3395
Update nanobind version to v2.12.0 by @jrp2014 in #3396
Jaccl refactor by @angeloskath in #3412
Fixes for CUDA CI by @zcbenz in #3413
Validate safetensors data offsets by @MillaFleurs in #3364
Validate safetensors data offsets against file boundaries by @matinsaurralde in #3410
Document sort stability and NaN handling by @NeuralNoble in #3400
ThreadLocalStream in C++ by @zcbenz in #3405
Fix jaccl init bug by @angeloskath in #3418
Segmented mm nax kernel by @angeloskath in #3419
[CUDA] gather_mm by @zcbenz in #3414
[CUDA] GatherQMM matrix-matrix sm80/naive path by @Lyxot in #3417
[CUDA] Handle residue k in qmm_naive by @zcbenz in #3379
Speed up NAX split-K by better tuning and routing and fix NAX addmm by @angeloskath in #3422
Make Scheduler::enqueue thread safe by @zcbenz in #3423
Fix flaky TestVmap.test_vmap_masked_scatter by @zcbenz in #3421
Fix synchronize for ThreadLocalStream by @angeloskath in #3429
Fix bytes_per_key truncation in random kernels (Metal + CUDA) by @dogukanveziroglu in #3432
Throw meaningful error when Metal device is not found by @dogukanveziroglu in #3428
Fix kernel cache collision in Compiled constructor by @dogukanveziroglu in #3427
Fix mx.prod vjp for complex types by @CameronChurchwell in #3433

New Contributors

@LxYuan0420 made their first contribution in #3265
@tosh made their first contribution in #3257
@mm65x made their first contribution in #3253
@booxter made their first contribution in #3088
@Ziqiao-git made their first contribution in #3120
@Brooooooklyn made their first contribution in #3289
@Aristide021 made their first contribution in #3304
@pHequals7 made their first contribution in #3262
@declanhealy2 made their first contribution in #3298
@fijimunkii made their first contribution in #3375
@dogukanveziroglu made their first contribution in #3332
@suryawanshishantanu6 made their first contribution in #3382
@dseredkin made their first contribution in #3376
@CameronChurchwell made their first contribution in #3386
@Clydingus made their first contribution in #3361
@jrp2014 made their first contribution in #3396
@matinsaurralde made their first contribution in #3410
@NeuralNoble made their first contribution in #3400

Full Changelog: v0.31.1...v0.31.2

Open source →

0.31.112 Mar 2026

Bump the patch version by @angeloskath in #3185

What's Changed

Bump the patch version by @angeloskath in #3185
Skip Hopper-only kernels in CI by @zcbenz in #3184
[CUDA] Fsdp (easy) by @nastya236 in #3130
Fix ref leak in mx.save/load with file like object by @aisk in #3187
Fix/missing libs in docs by @ChristophePRAT in #3190
feat: adding the bartlett function by @Vlor999 in #3155
Bump actions/download-artifact from 7 to 8 by @dependabot[bot] in #3189
Bump actions/upload-artifact from 6 to 7 by @dependabot[bot] in #3188
[CUDA] Quantized GEMV by @zcbenz in #3180
[CUDA] Use fp16 accumulation for 4-bit quant in GEMV by @zcbenz in #3197
[CUDA] implement Hadamard transform by @Lyxot in #3179
Improve mlx.distributed_config by @angeloskath in #3199
PR#3226 Fix by @MillaFleurs in #3227
PR #3220 LayerNorm VJP returns zeros_like(weight) instead of zeros_like(bias placeholder) by @MillaFleurs in #3231
[CUDA] Faster compilation and batch support in QMV by @zcbenz in #3213
Validate num_splits in split by @MillaFleurs in #3234
Fix return value in einsum_path for simple contractions by @MillaFleurs in #3232
Validate dims in rope by @MillaFleurs in #3230
Fix assigning bool to float16/bfloat16 by @MillaFleurs in #3229
Fix load_weights with strict=False to filter extra weights before update by @gmin7 in #3214
Remove custom fp4/fp8 classes by @zcbenz in #3212
[CUDA] Support 3/5/6-bit quants in QMV by @zcbenz in #3236
Hybrid sharding by @nastya236 in #3194
win: fix cuda build by @dhiltgen in #3204
Remove quantized_utils.cuh by @zcbenz in #3237
[CUDA] Implement SegmentedMM by @Lyxot in #3238
Add initial tuning for M5 pro and max by @jagrit06 in #3211
[CUDA] Use qmv kernel for fp quantizations by @zcbenz in #3239

New Contributors

@ChristophePRAT made their first contribution in #3190
@Lyxot made their first contribution in #3179
@gmin7 made their first contribution in #3214

Full Changelog: v0.31.0...v0.31.1

Open source →

0.31.027 Feb 2026

Initial version of QMMs for CUDA

Highlights

Initial version of QMMs for CUDA (#3160)
JACCL mesh bandwidth improvements (#3174)
Massive speedups for 3D convs (#3147)
Continued improvements to qqmm (#3106, #3022)

What's Changed

Patch bump by @angeloskath in #3102
is_available() should check the device index too by @andresy in #3107
Fix residency set with user provided buffer by @awni in #3108
Cleanup test_fast_sdpa.py by @zcbenz in #3112
[CUDA] Set current device before allocating memory by @zcbenz in #3110
Quantize module to QQLinear by @nastya236 in #3106
[CUDA] Use cuDNN SDPA for decoding when using fixed-size KV cache by @zcbenz in #3113
register pressure by @nastya236 in #3116
Fix precision in Metal fused attention by @awni in #3119
[CUDA] Attention sinks in cuDNN SDPA by @zcbenz in #3118
Fix donation in sdpa vector by @angeloskath in #3121
Manage stream placement in import function by @awni in #3127
fix: propagate quantization mode in QuantizedAllToShardedLinear / QuantizedShardedToAllLinear by @vskiwi in #3133
[featuring] - add hanning window function by @Vlor999 in #3124
feat: adding the hamming function by @Vlor999 in #3135
Tensor scale nvfp4 by @nastya236 in #3022
Fix fence synchronization accross command buffers by @awni in #3144
Export: preserve Dtype state values in export callback arguments by @skryl in #3145
[Metal] Fix 32-bit integer overflow in conv3d unfold kernel by @kellen-sun in #3143
[Metal][Performance] Add implicit matmul pathway for mx.conv3d by @belkakari in #3147
[Metal] Fix event leak by @awni in #3159
[CUDA] FPxINT quantized matmul for Hopper by @zcbenz in #3160
feat: implement mlx.core.blackman by @Vlor999 in #3136
Enable setting thread block cluster for Hopper and later by @zcbenz in #3168
[CUDA][NCCL] group split by @nastya236 in #3172
JACCL refactor and small update by @angeloskath in #3174
[CUDA] Heuristics for Hopper QMM by @zcbenz in #3173
Fix compile_fuse broadcast split aliasing bug by @robert-johansson in #3166
Enable passing in a GPU architecture string via env var by @angeloskath in #3176
Bump the minor version by @angeloskath in #3183

New Contributors

@vskiwi made their first contribution in #3133
@Vlor999 made their first contribution in #3124
@skryl made their first contribution in #3145
@kellen-sun made their first contribution in #3143
@belkakari made their first contribution in #3147
@robert-johansson made their first contribution in #3166

Full Changelog: v0.30.6...v0.31.0

Open source →

0.30.427 Jan 2026

Metal: Much faster vector fused grouped-query attention for long context

Highlights

Metal: Much faster vector fused grouped-query attention for long context
CUDA: Several improvements to speed up LLM inference for CUDA backend
CUDA: Support for dense MoEs
CUDA: Better support for consumer GPUs (4090, 5090, RTX 6000, ...)

What's Changed

patch bump for next release by @awni in #2991
Fix fence by @awni in #2998
Reverts changing the MLX_IBV_DEVICES to MLX_JACCL_DEVICES by @angeloskath in #2999
fix distributed all_to_sharded bias shard axis from -2 to -1 by @gufengc in #2987
Fix sharding of quantized models with non-power-of-2 bits by @kernelpool in #3006
Update CCCL to v3.1.3 by @zcbenz in #3012
Fix python package install path in stubgen by @zcbenz in #3009
Type Enhancement for Func Transforms and Bug Fix by @XXXXRT666 in #3003
Do not clear disk space in setup-linux by @zcbenz in #3013
Do not give workflow boolean inputs default values by @zcbenz in #3014
Fix negative dim indexing by @MillaFleurs in #2994
Windows CI by @zcbenz in #3021
Optimize erf function with expm1f in Metal backend by @bjornefisk in #3025
[CUDA] Faster grouped mm by @zcbenz in #3011
PR 3007 Fix Seg Fault by @MillaFleurs in #3008
Use higher precision for linspace with double by @awni in #3029
Handle data smaller than BUFFER_SIZE in jaccl recv by @rltakashige in #3033
build 26.0 release in actions by @awni in #3035
Remove xmlrunner from macOS CI by @zcbenz in #3032
Columnwise quantize by @nastya236 in #2989
Turn nccl_stub into a normal target by @zcbenz in #3037
Use cuda::std for math ops by @zcbenz in #3041
win: symbol exports and minor fixes by @dhiltgen in #3024
CUDA gather mv by @angeloskath in #3039
Link with prebuilt OpenBLAS and fix shared libs build on Windows by @zcbenz in #3036
Allow take on empty array when it makes sense by @awni in #3046
Add missing include to buffer_cache.h by @Anri-Lombard in #3053
Build and test python package on Windows CI by @zcbenz in #3049
Fix some MSVC compilation errors by @zcbenz in #3048
Use C++20 by @zcbenz in #3050
Faster two pass sdpa by @awni in #3023
Find system-installed cuDNN on Windows by @zcbenz in #3052
Fix some NVCC warnings when building CUDA backend with MSVC by @zcbenz in #3038
Hide symbols by default for mac/linux by @zcbenz in #3057
[CUDA] Fast sorting by @awni in #3060
Fix flaky macOS test by @awni in #3063
Update pre-commit hooks and versions for clang-format, black, and isort by @NripeshN in #3059
GPU discovery by @dhiltgen in #3055
Add NAX Split-K GEMM for large-K matmuls to improve performance by @hxu296 in #3018
Improve CPU discovery by @dhiltgen in #3068
Fix long cache file path on Windows by @zcbenz in #3065
Better support consumer CUDA GPUs by @jessegross in #3056
Delay load CUDA libs and resolve DLL paths at runtime by @zcbenz in #3061
Do not require ConcurrentManagedAccess when not used by @zcbenz in #3062
Fp qmv by @awni in #2984
remove thrust by @awni in #3067

New Contributors

@gufengc made their first contribution in #2987
@kernelpool made their first contribution in #3006
@bjornefisk made their first contribution in #3025
@rltakashige made their first contribution in #3033
@dhiltgen made their first contribution in #3024
@hxu296 made their first contribution in #3018
@jessegross made their first contribution in #3056

Full Changelog: v0.30.3...v0.30.4

Open source →

0.30.314 Jan 2026

Support nvfp4 and mxfp8 quantized ops on Metal

Highlights

Support nvfp4 and mxfp8 quantized ops on Metal
Support nvfp4 and mxfp8 quantized-quantized matrix-matrix multiplication on CUDA

What's Changed

Bump the patch version by @angeloskath in #2922
Faster copy for col contig to row contig by @awni in #2917
Fix cuda release by @awni in #2925
Metal logging by @CC-Yeh in #2904
fix cuda release part 2 by @awni in #2926
new[CI]: add linux sanitizer tests by @incertum in #2860
patch bump by @awni in #2927
Fix CUDA pypi release by @awni in #2929
Move allocate_workspace to cuda/utils.h by @zcbenz in #2923
Allow dry run for PyPI release workflow by @zcbenz in #2928
Set rpath with cmake for CUDA build by @zcbenz in #2932
Fix nightly build by @zcbenz in #2933
Set install rpath of python bindings with cmake by @zcbenz in #2934
Fix pid in local launch by @angeloskath in #2936
Make CUDA CI run faster by @zcbenz in #2939
refactor: use perf_counter for accurate benchmarking by @Satyam12singh in #2940
Fix for non row-contig scales by @awni in #2941
Fix stubgen by @zcbenz in #2942
ci: add macOS 26 target by @madrob in #2937
Fix float64 size in data_types.rst by @pdevine in #2948
Fixes in mlx.distributed_config by @angeloskath in #2947
Metal/CPU nvfp4 and mxfp8 by @awni in #2946
[CUDA] Implement gather_mm_rhs by @zcbenz in #2902
Fetch nanobind with cmake by @zcbenz in #2949
refactor: use time.perf_counter for consistent and accurate benchmarking by @Satyam12singh in #2943
BUG FIX - Addition of missing parameter in random::uniform by @hwiesmann in #2963
Fix doc issues in mlx.nn.init.he_normal and mlx.nn.hard_tanh by @Redempt1onzzZZ in #2968
fix numpy dtype bug by @awni in #2960
QQ linear by @nastya236 in #2931
fix array allocator with user buffer and deleter by @andresy in #2971
Swizzle scales by @nastya236 in #2979
Fix grid_dim_x calculations by @CC-Yeh in #2980
Add asarray to array_namespace by @Anri-Lombard in #2966
fix doc by @CC-Yeh in #2988
replace MLX_IBV_COORDINATOR with MLX_JACCL_COORDINATOR by @Evanev7 in #2986
Fix RandomBits::is_equivalent to include width by @MillaFleurs in #2978
Don't try to use NAX at run-time if kernels aren't there by @awni in #2982
Expose to/from fp8 in Python and don't auto-convert fp8 when loading from safetensors by @awni in #2985
Allow some non 2D inputs in qqmm by @awni in #2981

New Contributors

@pdevine made their first contribution in #2948
@hwiesmann made their first contribution in #2963
@Anri-Lombard made their first contribution in #2966
@Evanev7 made their first contribution in #2986
@MillaFleurs made their first contribution in #2978

Full Changelog: v0.30.1...v0.30.3

Open source →