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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

Very large discrepancy in the quantized model's output compared to the original model when quantizing on CPU
#1335 opened Nov 23, 2024 by JohnnyRacer
4
Use unittest instead of pytest everywhere
#1321 opened Nov 21, 2024 by jerryzh168
[Feature Request] Support of int8_dynamic_activation_int8_weight with asymmetrically quantized weights
#1320 opened Nov 20, 2024 by sanchitintel
1 task
2
int8_dynamic_activation_int8_weight uses zero-points for weight when activation is asymmetrically quantized
#1317 opened Nov 20, 2024 by sanchitintel
2
How to trigger torchao unit tests?
#1315 opened Nov 19, 2024 by goldhuang
3
torch.compile(sync_float8_amax_and_scale_history) not working with triton latest main
#1311 opened Nov 19, 2024 by goldhuang
2
[NF4] Various bugs in how NF4 handles .to() to move to a different device bug Something isn't working
#1310 opened Nov 19, 2024 by gau-nernst
1
[AQT] Failed to move compiled module with AQT to a different device bug Something isn't working
#1309 opened Nov 19, 2024 by gau-nernst
[float8] DDP GPT1.5B Torch.compile dynamo error
#1308 opened Nov 19, 2024 by OrenLeung
1
pip install torchao cannot get latest versions (only 0.1 and 2 other version in the same level)
#1300 opened Nov 17, 2024 by moreAImore
8
SEO not helping ao topic: documentation Use this tag if this PR adds or improves documentation
#1298 opened Nov 16, 2024 by msaroufim
Why my QAT's convert doesn't work,still float32
#1290 opened Nov 15, 2024 by Xxxgrey
@andrewor14
5
ZeroPointDomain as an arguments
#1264 opened Nov 12, 2024 by airMeng
7
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
4
[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
2
[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
@jainapurva
1
torchao.float8 + torch.compile does not work on HuggingFace's Mixtral model
#1200 opened Oct 28, 2024 by vkuzo
7
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