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Pull requests: pytorch/ao
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nvfp4: support inference_mode and rank 3
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topic: improvement
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#3240
opened Oct 24, 2025 by
vkuzo
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[moe training] update readme with links, cleanup
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moe
mx
topic: documentation
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#3239
opened Oct 24, 2025 by
danielvegamyhre
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mx: support inference_mode and rank 3+
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topic: improvement
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#3238
opened Oct 24, 2025 by
vkuzo
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Support int8 output for scaled_embedding_bag
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topic: new feature
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#3231
opened Oct 23, 2025 by
shiyang-weng
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Draft
[CPU] Improve INT8 SDPA template
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topic: not user facing
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#3230
opened Oct 23, 2025 by
Xia-Weiwen
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Draft
Add per tensor fp8 quantization support for conv3d
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#3215
opened Oct 20, 2025 by
jerryzh168
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Draft
[mxfp8 moe training] bench and profile mxfp8 a2a fwd and bwd separately
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moe
mx
topic: not user facing
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#3203
opened Oct 17, 2025 by
danielvegamyhre
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[wip] speed up nvfp4 triton kernel
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#3202
opened Oct 17, 2025 by
vkuzo
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[mxfp8 moe training] improve unit tests
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#3201
opened Oct 17, 2025 by
danielvegamyhre
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[mxfp8 moe training] integrate triton quant/dequant kernels into mxfp8 all to all
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moe
mx
topic: not user facing
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#3197
opened Oct 17, 2025 by
danielvegamyhre
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[mxfp8 moe training] add triton kernel for mxfp8 dequantization
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moe
mx
topic: not user facing
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#3195
opened Oct 16, 2025 by
danielvegamyhre
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[Intel GPU] enable use of dinov2 models for offload benchmark_low_bit_adam
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topic: improvement
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#3191
opened Oct 16, 2025 by
arlesniak
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Fix setup.py to skip CPU kernels on Windows
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topic: not user facing
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#3187
opened Oct 16, 2025 by
Xia-Weiwen
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[not4land] Some fixes for MXFP8
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#3183
opened Oct 15, 2025 by
jerryzh168
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Draft
[WIP] Move float8 cutlass sparse layout to Float8SemiSparseTensor
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#3182
opened Oct 15, 2025 by
bbeckca
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[Intel GPU] Extend TestQAT module with xpu testcases
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#3177
opened Oct 15, 2025 by
agrabow
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Optional: use inv_scale for WeightTensorWithLinearActivationScaleMetadata
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topic: not user facing
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#3176
opened Oct 15, 2025 by
Xia-Weiwen
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Add NPU (Ascend) backend support for INT4 weight-only quantization workflow
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#3172
opened Oct 14, 2025 by
orangeH25
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[draft] Update Float8Tensor for GRPO training in unsloth
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topic: improvement
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#3158
opened Oct 12, 2025 by
andrewor14
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Draft
Introduce SINQ quantization algorithm
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#3156
opened Oct 11, 2025 by
namgyu-youn
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Testing subclassing
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#3153
opened Oct 10, 2025 by
Krishn1412
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Add int4 choosing qprams algorithm test for AWQ
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#3148
opened Oct 10, 2025 by
namgyu-youn
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Remove old QAT APIs
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topic: bc-breaking
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#3147
opened Oct 10, 2025 by
andrewor14
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Remove old TORCH_VERSION variables
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topic: bc-breaking
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#3146
opened Oct 10, 2025 by
andrewor14
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Make awq test better parallel execution
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#3143
opened Oct 10, 2025 by
namgyu-youn
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