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Issues: pytorch/ao

[RFC] torchao Contributor Guide
#391 opened Jun 18, 2024 by jerryzh168
Open 16
float8 upcoming feature tracker
#556 opened Jul 30, 2024 by vkuzo
Open 1
Multibackend tracker
#1082 opened Oct 15, 2024 by msaroufim
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Issues list

make smoothquant more PT2 friendly
#1639 opened Jan 29, 2025 by vkuzo
1
FP8 QAT / FP8 block-wise quantization
#1632 opened Jan 28, 2025 by cassanof
3
Unittests Migration Progress good first issue Good for newcomers
#1621 opened Jan 26, 2025 by osbm
24 of 74 tasks
Wrong result and no speedup with SemiSparseLinear from Torchao compared to torch.nn.Linear
#1617 opened Jan 24, 2025 by lin-ht
1
Performance regression on latest pytorch nightly when using float8_dynamic_activation_float8_weight with granularity == PerTensor
#1609 opened Jan 23, 2025 by vgoklani
2
int4_weight_only Slows Down torch.nn.Linear for Llama2 7B Shapes high priority performance triage review
#1606 opened Jan 23, 2025 by mostafaelhoushi
12
Float8 with FSDP and DelayedScaling: 'WeightWithDelayedFloat8CastTensor' object has no attribute '_tensor'. float8
#1605 opened Jan 23, 2025 by fmo-mt
3
[float8] Add support for blockwise fp8 quantization scheme used in DeepSeek v3 float8 inference topic: new feature Use this tag if this PR adds a new feature
#1594 opened Jan 22, 2025 by danielvegamyhre
2
Sparsity training together with FP8 linear layer in torchao enhancement New feature or request sparsity
#1574 opened Jan 17, 2025 by goldhuang
2
Sam2 video triaged
#1564 opened Jan 14, 2025 by bhack
@cpuhrsch
1
support fused float8 gemm + bias add in torchao.float8 float8
#1549 opened Jan 11, 2025 by vkuzo
@vkuzo
[Proposal] Add targeting to CI tests to streamline documentation changes ci topic: improvement Use this tag if this PR is an improvement (doesn't fit into any of the other categories) triaged
#1524 opened Jan 8, 2025 by danielvegamyhre
4
Float8Linear autocast's torch.get_autocast_gpu_dtype() is deprecated triaged
#1522 opened Jan 7, 2025 by apaz-cli
1
torch.export.export_for_inference not available in current stable PyTorch triaged
#1514 opened Jan 7, 2025 by dongxiaolong
4
Not Seeing much memory savings with Fp8 optimizer suddenly optimizer reproduction needed
#1499 opened Jan 6, 2025 by asahni04
9
How can I use Torchao effectively with Naslib's pytorch models
#1467 opened Dec 31, 2024 by anissbslh
1
Does torchao supoort VLM quantization and dequantization？
#1464 opened Dec 30, 2024 by yangd85
5
The internal torchao tensor subclasses cause errors with torch.compile bug Something isn't working
#1463 opened Dec 28, 2024 by JohnnyRacer
5
fuse ConvTranspose2d+BatchNorm2d+ReLU enhancement New feature or request
#1462 opened Dec 28, 2024 by yokosyun
1
Linear Model not saved time using to_sparse_semi_structured sparsity triaged
#1460 opened Dec 26, 2024 by phyllispeng123
@jcaip
2
torchao/experimental/ CMAKE_SYSTEM_PROCESSOR checks need to accept aarch64 build triaged
#1457 opened Dec 22, 2024 by swolchok
@swolchok
QOL: easy way to run lint locally that matches the behavior in CI
#1448 opened Dec 19, 2024 by vkuzo
8
QLoRA Worse Memory When linear_nf4 Used on Output performance
#1433 opened Dec 18, 2024 by pbontrager
2
Torchtune QAT + compile raises error
#1427 opened Dec 17, 2024 by felipemello1
@andrewor14
4
2:4 Sparse training sparsity
#1425 opened Dec 17, 2024 by phyllispeng123
@jcaip
4
ProTip! Exclude everything labeled bug with -label:bug.