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tinygrad
You like pytorch? You like micrograd? You love tinygrad! ❤️

Python · 33620 stars
asm2464pd-firmware
Firmware for the ASM2464PD

C · 162 stars
tinyos

Python · 50 stars
tinymod
tinygrad's premier discord moderation bot

Python · 9 stars

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NV,PCI,NAK -> WPR2 is not initialized Open

Difficulty 4/5 3-5 days Newbie friendliness 45/100

tinygrad/tinygrad#13263 · 9 comments · Opened Nov 13, 2025
Variable - expression equality bug? Open

Difficulty 3/5 1-2 days Newbie friendliness 35/100

tinygrad/tinygrad#13179 · 1 comment · Opened Nov 9, 2025
CUDA=1 beautiful_mnist fails on GeForce MX550 with CUDA_ERROR_UNSUPPORTED_PTX_VERSION Open

Difficulty 4/5 3-5 days Newbie friendliness 35/100

tinygrad/tinygrad#12871 · 1 comment · Opened Oct 22, 2025
indexing on tensors symbolic shapes from outerworld ranges Open

Difficulty 5/5 Over a week Newbie friendliness 30/100

tinygrad/tinygrad#12743 · Opened Oct 16, 2025
Latest openpilot model does not compile with DEV=CPU Open

Difficulty 4/5 3-5 days Newbie friendliness 35/100

tinygrad/tinygrad#12704 · 1 comment · Opened Oct 15, 2025
`Special` Uop's Lambda Input Arg validation for Metal Renderer Open

Difficulty 3/5 1-2 days Newbie friendliness 45/100

tinygrad/tinygrad#12689 · Opened Oct 15, 2025
DEV=AMD AMD_IFACE=USB hangs and crashes on model compile Open

Difficulty 4/5 3-5 days Newbie friendliness 25/100

tinygrad/tinygrad#12649 · 4 comments · Opened Oct 14, 2025
inconsistent SPLIT_REDUCEOP Open

Difficulty 4/5 3-5 days Newbie friendliness 38/100

tinygrad/tinygrad#12514 · 1 comment · Opened Oct 8, 2025
where closure folding Open

Difficulty 4/5 3-5 days Newbie friendliness 48/100

tinygrad/tinygrad#12485 · Opened Oct 7, 2025
gradients through where when one of the branches is nan Open

Difficulty 5/5 Over a week Newbie friendliness 25/100

tinygrad/tinygrad#12409 · 1 comment · Opened Oct 1, 2025
`error: call to 'sqrt' is ambiguous` while running `whisper.py` on OpenCL Open

Difficulty 3/5 1-2 days Newbie friendliness 48/100

tinygrad/tinygrad#12237 · Opened Sep 18, 2025
Beam cache doesn't invalidate when optimization env vars change Open

Difficulty 4/5 3-5 days Newbie friendliness 32/100

tinygrad/tinygrad#11908 · 1 comment · 2 reactions · Opened Aug 29, 2025
bf16 numerical issue on exp, log, cos Open

Difficulty 4/5 3-5 days Newbie friendliness 45/100

tinygrad/tinygrad#11756 · Opened Aug 20, 2025
x.abs()**2 is x**2 Open

Difficulty 3/5 1-2 days Newbie friendliness 45/100

tinygrad/tinygrad#11626 · 1 comment · Opened Aug 12, 2025
z3 hangs while beaming embedding Open

Difficulty 4/5 3-5 days Newbie friendliness 45/100

tinygrad/tinygrad#11548 · Opened Aug 7, 2025
Subtracting torch arrays on different backends segfaults Python if TORCH_DEBUG=1 is set Open

Difficulty 4/5 3-5 days Newbie friendliness 35/100

tinygrad/tinygrad#11496 · 2 comments · Opened Aug 4, 2025
torch.linalg.matrix_rank returns incorrect result for identity matrices Open

Difficulty 4/5 3-5 days Newbie friendliness 42/100

tinygrad/tinygrad#11495 · 4 comments · Opened Aug 4, 2025
[WebGPU] error: extension 'f16' is not allowed in the current environment Open

Difficulty 3/5 1-2 days Newbie friendliness 38/100

tinygrad/tinygrad#11258 · 1 comment · Opened Jul 16, 2025
Kernelize/kernel.py/Lowerer refactor Open

Difficulty 5/5 Over a week Newbie friendliness 25/100

tinygrad/tinygrad#11001 · Opened Jun 27, 2025
TinyJit has no clean way to get the device it was compiled with Open

Difficulty 5/5 Over a week Newbie friendliness 30/100

tinygrad/tinygrad#10989 · Opened Jun 26, 2025
Spontaneous "RuntimeError: _gpu_map_to_cpu returned 81: Out of memory" while running tests on A6000 Ada Open

Difficulty 4/5 3-5 days Newbie friendliness 25/100

tinygrad/tinygrad#10916 · Opened Jun 21, 2025
onnx lstm op not implemented Open

downstream enhancement

Difficulty 3/5 1-2 days Newbie friendliness 52/100

tinygrad/tinygrad#10897 · 4 comments · Opened Jun 20, 2025
Encounter all buffers must be on the same device error when I don't keep model's layer as a class property Open

Difficulty 4/5 3-5 days Newbie friendliness 45/100

tinygrad/tinygrad#10843 · 6 comments · Opened Jun 17, 2025
Remove DISK hack from assign Open

Difficulty 4/5 3-5 days Newbie friendliness 25/100

tinygrad/tinygrad#10400 · 1 comment · Opened May 18, 2025
masked_select hangs indefinitely with large tensor inputs Open

Difficulty 4/5 3-5 days Newbie friendliness 35/100

tinygrad/tinygrad#10340 · 2 comments · 2 reactions · Opened May 15, 2025
LLVM + BEAM>1 breaks permuted matrix multiplication tests for M4 Pro Open

bug upstream

Difficulty 4/5 3-5 days Newbie friendliness 38/100

tinygrad/tinygrad#10144 · 4 comments · Opened May 3, 2025
MNIST Tutorial fails on Colab T4 Open

bug

Difficulty 4/5 3-5 days Newbie friendliness 45/100

tinygrad/tinygrad#10041 · 3 comments · Opened Apr 25, 2025
error: call to 'exp2' is ambiguous Open

Difficulty 4/5 3-5 days Newbie friendliness 35/100

tinygrad/tinygrad#9930 · 1 comment · Opened Apr 18, 2025
Cannot print a Tensor.numpy() from inside a __call__() while training Open

Difficulty 4/5 3-5 days Newbie friendliness 35/100

tinygrad/tinygrad#9891 · 1 comment · Opened Apr 14, 2025
Loss is nan during training with OpenCL runtime but not with CPU=1 Open

Difficulty 4/5 3-5 days Newbie friendliness 42/100

tinygrad/tinygrad#9608 · Opened Mar 28, 2025
shrink and pad op dims api idea Open

Difficulty 5/5 Over a week Newbie friendliness 25/100

tinygrad/tinygrad#9553 · 1 reaction · Opened Mar 23, 2025
Changes requested from pytorch backend Open

Difficulty 5/5 Over a week Newbie friendliness 30/100

tinygrad/tinygrad#9262 · 3 comments · Opened Feb 26, 2025
Hi from conda-forge, your friendly new distribution channel 👋 Open

Difficulty 4/5 3-5 days Newbie friendliness 25/100

tinygrad/tinygrad#9158 · 5 comments · 6 reactions · Opened Feb 18, 2025
TIP 10 - Linearize for Kernels Open

TIP

Difficulty 4/5 3-5 days Newbie friendliness 35/100

tinygrad/tinygrad#8762 · Opened Jan 27, 2025
Strange Windows Configuration Error Open

Difficulty 4/5 3-5 days Newbie friendliness 20/100

tinygrad/tinygrad#8745 · 2 comments · Opened Jan 25, 2025
TIP 7 - stunning mnist Open

Difficulty 5/5 Over a week Newbie friendliness 20/100

tinygrad/tinygrad#8618 · 1 comment · Opened Jan 14, 2025
stacking many tensors hits recursion limit Open

Difficulty 3/5 1-2 days Newbie friendliness 45/100

tinygrad/tinygrad#8617 · 3 comments · 1 reaction · Opened Jan 14, 2025
845 DSP MobileNetV2 < 13.4 ms Open

contract

Difficulty 5/5 Over a week Newbie friendliness 35/100

tinygrad/tinygrad#8546 · 5 comments · Opened Jan 9, 2025
qcom faster copies Open

tinygrad/tinygrad#8361 · 1 assignee · Opened Dec 21, 2024
Make TYPED=1 work Open

good first issue

Difficulty 4/5 3-5 days Newbie friendliness 45/100

tinygrad/tinygrad#7889 · 6 comments · 1 reaction · Opened Nov 25, 2024
Proposal to switch `Allocator` with `Buffer` in all devices Open

Difficulty 5/5 Over a week Newbie friendliness 25/100

tinygrad/tinygrad#7787 · 7 comments · Opened Nov 19, 2024
ptxas/nvdisasm: Unsupported .version 8.5; current version is '7.5' Open

Difficulty 4/5 3-5 days Newbie friendliness 25/100

tinygrad/tinygrad#7729 · 2 comments · Opened Nov 16, 2024
HCQ Read Timeout on NVIDIA, No error on Metal Open

Difficulty 4/5 3-5 days Newbie friendliness 35/100

tinygrad/tinygrad#7727 · 7 comments · Opened Nov 15, 2024
Tensor(numpy).realize() takes 0.85ms to schedule Open

Difficulty 4/5 3-5 days Newbie friendliness 25/100

tinygrad/tinygrad#7698 · 1 comment · Opened Nov 14, 2024
examples/llama3.py: just stuck nowhere Open

Difficulty 4/5 3-5 days Newbie friendliness 25/100

tinygrad/tinygrad#7503 · Opened Nov 3, 2024
Feature request: add support OPENCL_VISIBLE_DEVICES Open

Difficulty 4/5 3-5 days Newbie friendliness 45/100

tinygrad/tinygrad#7505 · 1 reaction · Opened Nov 3, 2024
AMD gfx1010: "Unsupported arch: {self.arch} Open

Difficulty 4/5 3-5 days Newbie friendliness 35/100

tinygrad/tinygrad#7504 · 5 comments · Opened Nov 3, 2024
AMD GPU support on OpenBSD? Open

Difficulty 5/5 Over a week Newbie friendliness 25/100

tinygrad/tinygrad#7420 · Opened Oct 30, 2024
simple retry for fetch Open

Difficulty 3/5 1-2 days Newbie friendliness 25/100

tinygrad/tinygrad#7189 · 5 comments · Opened Oct 21, 2024
NV vs CUDA fuzz diffs Open

tinygrad/tinygrad#7133 · 1 assignee · Opened Oct 17, 2024

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