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Issues: pytorch/ao

[RFC] torchao Contributor Guide
#391 opened Jun 18, 2024 by jerryzh168
Open 16
low precision training upcoming feature tracker
#556 opened Jul 30, 2024 by vkuzo
Open 2
Multibackend tracker
#1082 opened Oct 15, 2024 by msaroufim
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220 Open 176 Closed
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Issues list

What prebuilt wheels AO ships and why multibackend
#1747 opened Feb 20, 2025 by drisspg
3
[Feature request] Make offset functions part of ukernel configs in torchao/experimental cpu enhancement New feature or request
#1745 opened Feb 20, 2025 by metascroy
[Feature request] create utils file for common functions like roundup in torchao experimental kernels
#1744 opened Feb 20, 2025 by metascroy
[Feature request] Use guard TORCHAO_ENABLE_ARM_DOTPROD in torchao code build enhancement New feature or request
#1743 opened Feb 20, 2025 by metascroy
enable torch.compile tests on mx on Blackwell
#1736 opened Feb 19, 2025 by vkuzo
verify performance and numerics of float8 training with rowwise scaling
#1732 opened Feb 18, 2025 by vkuzo
2:4 Sparse GEMM API sparsity triaged
#1728 opened Feb 18, 2025 by tsengalb99
@jcaip
3
Problems loading int4 quantized linear in torchchat
#1727 opened Feb 18, 2025 by jerryzh168
@jerryzh168
[Question] Static Quantization for Open-Source LLMs quantize question Further information is requested
#1724 opened Feb 18, 2025 by yang-ahuan
@jerryzh168 @HDCharles
4
tracking removal of the set_inductor_config argument from quantize_
#1715 opened Feb 14, 2025 by vkuzo
@vkuzo
Model size after quantization quantize question Further information is requested
#1701 opened Feb 11, 2025 by TaylorYangX
3
[DOC] Questions on Integrating a New CPU Operator into TorchAO？ cpu question Further information is requested
#1699 opened Feb 11, 2025 by Zijie-Tian
1
[Fp8 Training Feature Request] Smooth SwiGlu and Configurable AdamWFp8
#1691 opened Feb 10, 2025 by vasqu
5
migration of quantize_ workflow configuration from callables to configs
#1690 opened Feb 10, 2025 by vkuzo
@vkuzo
Performance comparison NF4Tensor vs. BNB Params4bit performance
#1686 opened Feb 10, 2025 by psinger
9
FlexAttention?
#1685 opened Feb 10, 2025 by johnnynunez
8
deprecation of delayed and static scaling from torchao.float8
#1680 opened Feb 6, 2025 by vkuzo
@vkuzo
[Feature Request] Add bias support for torchao/experimental ops
#1675 opened Feb 5, 2025 by metascroy
1
Tensor subclass methods for DTensor and FSDP2 question Further information is requested
#1664 opened Feb 5, 2025 by jeromeku
3
[Needs more investigation] int8_weight_only via quantize_() API on torch.float16 models results in NaN values across multiple CPU architectures bug Something isn't working quantize
#1662 opened Feb 4, 2025 by vmpuri
@leslie-fang-intel
3
Ensure runners / tests are utilizing Torch 2.6
#1655 opened Feb 3, 2025 by drisspg
[Doc] gemlite version question Further information is requested topic: documentation Use this tag if this PR adds or improves documentation
#1653 opened Feb 3, 2025 by bhack
2
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
5
Unittests Migration Progress good first issue Good for newcomers
#1621 opened Jan 26, 2025 by osbm
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