5 Pull requests merged by 5 people

• add cast config for fp8 enablement

  #2328 merged Jun 10, 2025

• Fix Per Tensor 3d rehsape

  #2293 merged Jun 9, 2025

• Update Quantization docs to show newer AOConfigs

  #2317 merged Jun 9, 2025

• Enhance test_autoquant_compile to support ROCm

  #2100 merged Jun 9, 2025

• Migrate xnnpack/vulkan/boltnn pt2e from torch.ao to torchao (#11363)

  #2302 merged Jun 9, 2025

6 Pull requests opened by 5 people

• Replace debug handle with `from_node` to trace operator transformation

  #2339 opened Jun 9, 2025

• Implemented a new test case for LUT quantization

  #2342 opened Jun 9, 2025

• Inference tutorial - Part 3 of e2e series [WIP]

  #2343 opened Jun 9, 2025

• [BE] Rename qparams for tinygemm

  #2344 opened Jun 9, 2025

• Add inplace quantizer examples

  #2345 opened Jun 10, 2025

• Add Tutorial on E2E integration into VLLM and minimal Subclass

  #2346 opened Jun 10, 2025

1 Issue opened by 1 person

• Distributing ao tensor subclasses in .safetensors checkpoints

  #2338 opened Jun 9, 2025

14 Unresolved conversations

Sometimes conversations happen on old items that aren’t yet closed. Here is a list of all the Issues and Pull Requests with unresolved conversations.

• DUMMY PR: add support for hpu in float8 base and compile test for torch ao

  #2326 commented on Jun 10, 2025 • 14 new comments

• float8 moe training conversion API prototype

  #2275 commented on Jun 10, 2025 • 4 new comments

• ROCm mx-fp8 Gemm

  #2066 commented on Jun 10, 2025 • 2 new comments

• moe quant with dedicated kernels [wip]

  #2325 commented on Jun 9, 2025 • 2 new comments

• Add support for bmm and `to` for fbgemm Tensor

  #2337 commented on Jun 9, 2025 • 2 new comments

• skip quant/dequant decomposed

  #2299 commented on Jun 10, 2025 • 1 new comment

• Add round_scales_to_power_of_2 option for float quantization

  #2323 commented on Jun 9, 2025 • 1 new comment

• [Question] Combining QAT and Sparsity Training

  #2310 commented on Jun 9, 2025 • 0 new comments

• [Windows][build]two Build failure on Windows on latest main branch

  #2297 commented on Jun 9, 2025 • 0 new comments

• int4_weight_only get plain weight are padded

  #2249 commented on Jun 10, 2025 • 0 new comments

• Eval hf models using lm_eval

  #2179 commented on Jun 9, 2025 • 0 new comments

• [WIP] Enable Int4WeightOnlyGPTQQuantizer on Intel GPU.

  #2200 commented on Jun 9, 2025 • 0 new comments

• Fix failing tests on h100

  #2231 commented on Jun 9, 2025 • 0 new comments

• [BE] Make ScalingGranularity module level so it can be rendered in API ref on docsite

  #2314 commented on Jun 9, 2025 • 0 new comments