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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

Make float8_dynamic_activation_float8_weight work with weights_only load float8 good first issue Good for newcomers quantize
#1118 opened Oct 18, 2024 by drisspg
int4wo can't use same packed weight for cpu and cuda performance quantize
#1117 opened Oct 18, 2024 by HDCharles
1
Named Symbol not found (torchchat #1298) good first issue Good for newcomers
#1110 opened Oct 17, 2024 by mikekgfb
1
3
Assertion information on precompute_float8_dynamic_scale_for_fsdp is misleading float8
#1108 opened Oct 17, 2024 by goldhuang
1
MX-scale discrepancy during quantization and dequantization mx
#1104 opened Oct 17, 2024 by mariosfourn
1
[Bug] ERR: subclass doesn't implement <function multi_head_attention_forward> autoquant
#1103 opened Oct 17, 2024 by dgcnz
1
Torchao does not work with HSDP
#1086 opened Oct 15, 2024 by goldhuang
2
[MX | Triton] Create MX matmul op using new scaled_dot op in Triton enhancement New feature or request good first issue Good for newcomers mx
#1084 opened Oct 15, 2024 by drisspg
Multibackend tracker multibackend tracker
#1082 opened Oct 15, 2024 by msaroufim
5 of 17 tasks
Int8DynActInt4WeightQATQuantizer doesn't support qwen series
#1080 opened Oct 15, 2024 by elfisworking
@andrewor14
4
Nightly CUDA test takes too long ci
#1073 opened Oct 14, 2024 by msaroufim
[RFC] LowBit Fused Attention rfc
#1071 opened Oct 14, 2024 by drisspg
@drisspg
2
[ROCm] torchao.float8 should work properly on ROCm float8 module: rocm
#1066 opened Oct 12, 2024 by OrenLeung
2
AO Tensor Parallel Tests running out of shared memory
#1065 opened Oct 12, 2024 by msaroufim
@jerryzh168
1
Extend smoke tests to cover major use cases for torchao
#1060 opened Oct 11, 2024 by atalman
@drisspg
How to use float8 with SM89 hardware - i.e. NVIDIA A6000 ADA? float8 question Further information is requested
#1057 opened Oct 11, 2024 by vgoklani
@vkuzo @drisspg
2
AO can also be a dtype library rfc
#1052 opened Oct 10, 2024 by msaroufim
4
Why is the inference speed of the quantized model using QAT so slow? performance qat
#1050 opened Oct 10, 2024 by elfisworking
@andrewor14
8
Support for GrokAdamW good first issue Good for newcomers
#1032 opened Oct 8, 2024 by mtasic85
2
Should we require a specific version of lm_eval to simplify torchao/_models/_eval.py?
#1025 opened Oct 7, 2024 by ringohoffman
1
enable all the most recent ruff linter rules on torchao/float8 code
#1015 opened Oct 4, 2024 by vkuzo
@jainapurva
3
[easy] delete torchao/float8/float8_aten_api.py and move the functionality to float8_ops.py
#1014 opened Oct 4, 2024 by vkuzo
@jainapurva
1
ensure that there is only one "prototype" folder in torchao
#1013 opened Oct 4, 2024 by vkuzo
@jainapurva
1
Test_quantized_training- bitnet training tests failing
#1012 opened Oct 4, 2024 by jainapurva
@gau-nernst
Add weight tensor-wise scaling for INT8 quantized and mixed-precision training enhancement New feature or request good first issue Good for newcomers
#1010 opened Oct 4, 2024 by gau-nernst
1
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