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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
Multibackend tracker
#1082 opened Oct 15, 2024 by msaroufim
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166 Open 129 Closed
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Issues list

Why my QAT's convert doesn't work,still float32
#1290 opened Nov 15, 2024 by Xxxgrey
2
fp8dq requires both dimensions to be divisible by 16
#1268 opened Nov 12, 2024 by piotr-bazan-nv
@drisspg
1
ZeroPointDomain as an arguments
#1264 opened Nov 12, 2024 by airMeng
6
AMD integration tracker tracker
#1260 opened Nov 11, 2024 by jcaip
1 task
@petrex
1
Low bit shampoo enhancement New feature or request optimizer
#1257 opened Nov 9, 2024 by msaroufim
[QAT] Low-bit FSDP all-gather for QAT distributed good first issue Good for newcomers qat
#1224 opened Nov 5, 2024 by gau-nernst
1
Low Bit Optim Instability. optimizer
#1218 opened Nov 4, 2024 by nighting0le01
4
[Tracker] autoquant v2 tracker
#1215 opened Nov 1, 2024 by jerryzh168
CPUoffloadOptimizer issues bug Something isn't working optimizer
#1209 opened Nov 1, 2024 by felipemello1
1
[New method] VPTQ Vector Post-Training Quantization Support
#1204 opened Oct 31, 2024 by YangWang92
2
Does Float8Linear support Tensor Parallelism and Sequence Parallelism?
#1198 opened Oct 30, 2024 by zigzagcai
1
Add codebook (look up table based) quantization flow in torchao good first issue Good for newcomers
#1195 opened Oct 29, 2024 by jerryzh168
1
[low-bit optim] Add COAT optimizer good first issue Good for newcomers optimizer
#1190 opened Oct 29, 2024 by gau-nernst
5
[FLOAT8] Add Hardware Compatibility Check for FP8 Quantization float8 good first issue Good for newcomers
#1188 opened Oct 29, 2024 by drisspg
1
torchao.float8 + torch.compile does not work on HuggingFace's Mixtral model
#1200 opened Oct 28, 2024 by vkuzo
7
Unable to save checkpoints when Use low bit optimizers with FSDP1 or FSDP2
#1185 opened Oct 28, 2024 by nighting0le01
3
[RFC] Follow Up for torchao developer experience discussion rfc
#1184 opened Oct 28, 2024 by jerryzh168
FP6 Speed on A100 80g
#1181 opened Oct 28, 2024 by shihaobai
6
torchao.float8 not working on PyTorch 2.4.1 and how does torchao handle FP8 autocast?
#1159 opened Oct 24, 2024 by zigzagcai
15
Nightly wheels don't have correct version string for Windows and MacOs
#1149 opened Oct 23, 2024 by gau-nernst
@atalman
[RFC] Sparsity Future Plans rfc
#1136 opened Oct 22, 2024 by jcaip
1
Fail to reproduce benchmark results benchmark quantize
#1135 opened Oct 22, 2024 by ThisisBillhe
3
[sparse] Add GPTQ support for sparse-marlin
#1134 opened Oct 22, 2024 by jcaip
@Diogo-V
1
[Sparsity] When sparsifying using Wanda on only Linear layers, PerChannelNormObserver() being added to embedding layers, leading to RuntimeError: linalg.vector_norm: Expected a floating point or complex tensor as input. Got Long
#1133 opened Oct 22, 2024 by agrawal-aka
@jcaip
5
What is the expected inference steps after I apply torchao in training?
 float8
#1132 opened Oct 21, 2024 by goldhuang
7
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