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Pull requests: pytorch/ao
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Copy and adapt pt2e quantization code to torchao
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topic: new feature
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#2048
opened Apr 12, 2025 by
jerryzh168
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Add static quant tutorial
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topic: documentation
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#2047
opened Apr 11, 2025 by
andrewor14
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[reland][ROCm] preshuffled weight mm
ci-no-td
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module: rocm
#2044
opened Apr 11, 2025 by
jeffdaily
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Enabling MOE Quantization using linear decomposition [WIP]
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#2043
opened Apr 11, 2025 by
HDCharles
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Using autoround's implementation for gguf q4_k
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#2042
opened Apr 11, 2025 by
jerryzh168
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[Not for landing] quant recipe for phi4-mini
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Model shapes config
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topic: performance
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#2036
opened Apr 10, 2025 by
jainapurva
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Enable range learning for QAT
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topic: new feature
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#2033
opened Apr 9, 2025 by
andrewor14
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Add profiling to benchmarking
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topic: performance
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#2032
opened Apr 9, 2025 by
jainapurva
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Add int8 LUT CPU ops
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#2026
opened Apr 7, 2025 by
metascroy
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Ignore unreconized for now
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topic: not user facing
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#2025
opened Apr 5, 2025 by
drisspg
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[ghstack] Add support for more shapes
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#2021
opened Apr 4, 2025 by
jainapurva
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Draft
More models
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#2020
opened Apr 4, 2025 by
jainapurva
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Draft
More models
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#2019
opened Apr 4, 2025 by
jainapurva
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More models
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#2018
opened Apr 4, 2025 by
jainapurva
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Move model benchmarking
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#2016
opened Apr 4, 2025 by
jainapurva
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Draft
[WIP] 2:4 activation sparsity
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add non-square bsr support
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#2007
opened Apr 2, 2025 by
keylbill
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Add GPU profiler
benchmark
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topic: performance
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#1997
opened Apr 1, 2025 by
jainapurva
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Draft
Memory profiler for cuda
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#1996
opened Apr 1, 2025 by
jainapurva
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Draft
Add profiler and Perfetto UI link with comprehensive tests
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#1995
opened Apr 1, 2025 by
jainapurva
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Draft
Register codebook quant ops
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topic: improvement
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#1988
opened Apr 1, 2025 by
jerryzh168
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Skip TestThis label is managed by the Facebook bot. Authors need to sign the CLA before a PR can be reviewed.
module: rocm
topic: not user facing
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test_galore_quant.py
for ROCm
ciflow/rocm
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#1983
opened Mar 31, 2025 by
petrex
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[sparsity] Add PartialLinear module for structured sparsity
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sparsity
topic: not user facing
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#1982
opened Mar 31, 2025 by
lakshminarasimmanv
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add PyTorch MG style group gemm reference utils
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numerics
topic: not user facing
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#1979
opened Mar 28, 2025 by
lessw2020
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