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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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Issues list

Got unexpected low speed using quantization inference on qwen models.
#2102 opened Apr 22, 2025 by HaoKang-Timmy
[Tracker] TorchAO activation sparsity acceleration 🚀
#2095 opened Apr 22, 2025 by jcaip
2 of 9 tasks
@jcaip
[Quant][PT2E] AffineQuantized observers failed Resnet18
#2094 opened Apr 22, 2025 by Xia-Weiwen
@jerryzh168
1
Deprecate/Remove GPTQ.py
#2089 opened Apr 21, 2025 by jerryzh168
1
How to automatically install the latest TorchAO nightly wheel
#2086 opened Apr 21, 2025 by MingxuZh
@atalman
1
Flatten pt2e/pt2e folder
#2082 opened Apr 19, 2025 by jerryzh168
@jerryzh168
Refactor torchao and tests to use model architectures from torchao.testing.model_architectures good first issue Good for newcomers
#2078 opened Apr 18, 2025 by jainapurva
1
Dynamo error with large mesh + AdamWFp8 + bf16 stochastic rounding bug Something isn't working distributed optimizer
#2074 opened Apr 18, 2025 by cassanof
1
Make lm_eval optional dependency
#2073 opened Apr 18, 2025 by jainapurva
@jainapurva
Remove old subclass implementation to reduce maintainence cost topic: deprecation Use this tag if this PR deprecates a feature
#2056 opened Apr 14, 2025 by jerryzh168
@HDCharles
[CI] After pytorch 2.7 release, Drop support for 2.3 and 2.4 and update support to 2.5.1, 2.6 and 2.7
#2053 opened Apr 14, 2025 by jerryzh168
@jainapurva
1
Making RCEIL the default for MXFP scale derivation mx
#2035 opened Apr 10, 2025 by frsun-nvda
Fix remaining issues when running on H100 machines
#2028 opened Apr 8, 2025 by jerryzh168
@jerryzh168 @drisspg
1
Failed to save the static quantized model quantize
#1950 opened Mar 25, 2025 by yiliu30
3
cast to mxfp8 across dim1 should be performant float8
#1945 opened Mar 24, 2025 by vkuzo
Torchao import time
#1944 opened Mar 24, 2025 by felipemello1
1
[Bug] FSDP2 FP8 compatibility problem with nn.Linear layers (GPU count > out_features) distributed float8
#1938 opened Mar 24, 2025 by HIT-cwh
4
FSDP2 + CPU Offload + AdamW8bit issue
#1931 opened Mar 21, 2025 by psinger
2
Torchao's CPU overhead counteracts the performance benefit of using quantization kernel.
#1930 opened Mar 21, 2025 by LuFinch
11
fp8 quantization with FSDP2 error
#1929 opened Mar 20, 2025 by happynear
4
Does torchao support FP8 Grouped GEMM? float8
#1928 opened Mar 20, 2025 by zigzagcai
5
Accelerate activation sparsity with activation compression good first issue Good for newcomers
#1920 opened Mar 18, 2025 by jcaip
5
placeholder for tracking saturated cast logic to float8_e4m3fn
#1912 opened Mar 17, 2025 by vkuzo
@vkuzo
Move Experimental to TorchAO prototype
#1899 opened Mar 14, 2025 by drisspg
11
Can FP8 GEMM be enabled via module hooks instead of module swapping?
#1887 opened Mar 14, 2025 by zigzagcai
7
ProTip! no:milestone will show everything without a milestone.