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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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Issues list

How to skip decomposition of dequantize_affine and quantize_affine custom ops in inductor?
#1230 opened Nov 6, 2024 by Nullkooland
3
Sporadic Bad Alloc Failures on CI ci
#1229 opened Nov 6, 2024 by drisspg
[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
Cannot run FSDP2 with low bit optim from AO distributed optimizer
#1189 opened Oct 29, 2024 by nighting0le01
1
16
[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
RuntimeError: Error(s) in loading state_dict for QuantizedFasterRCNN: quantize
#1123 opened Oct 20, 2024 by adityapandey369
1
int4wo can't use same packed weight for cpu and cuda performance quantize
#1117 opened Oct 18, 2024 by HDCharles
1
20
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