Issues

• [Bug] Regular diffusion RTN leaves Wan 2.2 transformer_2 unquantized in zero-shot mode

  intel/auto-round#2486 · Filter by author changwangss opened on Oct 13, 2026

• [Bug] Model-free rtn-only leaves Wan 2.2 transformer_2 unquantized with MXFP8

  bug
  intel/auto-round#2485 · Filter by author changwangss opened on Oct 13, 2026 · 0.17.0
  

• [Bug]: Inference speed becomes slower after AutoRound quantization

  bug
  intel/auto-round#2482 · Filter by author betacatZ opened on Oct 13, 2026 · 0.17.0
  9

• [SGLang-Omni] AR MXFP4/8 model inference​

  Feature

  intel/auto-round#2480 · Filter by author chensuyue opened on Oct 13, 2026 · 0.17.0
  1

  

• [SGL] MXFP4/8 scheme support​

  Feature

  intel/auto-round#2479 · Filter by author chensuyue opened on Oct 13, 2026 · 0.17.0
  1

  

• [DeepKlox] SA v2/v3, BSA support​

  Feature

  intel/auto-round#2478 · Filter by author chensuyue opened on Oct 13, 2026 · 0.17.0
  

• [LLMC] Triton kernel in LLM-C XPU support

  llmc-only
  Feature

  intel/auto-round#2477 · Filter by author chensuyue opened on Oct 13, 2026 · 0.17.0
  

• [LLMC] NVFP4+ scheme support

  llmc-only
  Feature

  intel/auto-round#2476 · Filter by author chensuyue opened on Oct 13, 2026 · 0.17.0
  

• [Feature]: Improve CLI user experience by migrating from argparse to Click or Typer

  enhancement
  Feature

  intel/auto-round#2475 · Filter by author XuehaoSun opened on Oct 12, 2026 · 0.17.0

• [LLMC][llama3_wNa16_FP8KV] Accuracy regression

  high priority
  Bug

  intel/auto-round#2472 · Filter by author XuehaoSun opened on Oct 12, 2026 · 0.16.1
  1

  

• [Feature]: Save important AutoRound hyperparameters in the llmc format, just like in the AutoRound format.

  enhancement
  intel/auto-round#2469 · Filter by author wenhuach21 opened on Oct 10, 2026 · 0.17.0

• [Bug]: offloder cleaning failed

  bug
  intel/auto-round#2467 · Filter by author wenhuach21 opened on Oct 10, 2026 · 0.17.0
  

• [ARK] Per-head hybrid attention

  Feature

  intel/auto-round#2465 · Filter by author chensuyue opened on Oct 10, 2026 · 0.17.0
  

• [ARK] Fused HMT Quant

  Feature

  intel/auto-round#2464 · Filter by author chensuyue opened on Oct 10, 2026 · 0.17.0
  

• [ARK] SageAttention V3 (Mixed 4/8)

  Feature

  intel/auto-round#2463 · Filter by author chensuyue opened on Oct 10, 2026 · 0.17.0
  

• [ARK] Sparse attention kernel

  Feature

  intel/auto-round#2462 · Filter by author chensuyue opened on Oct 10, 2026 · 0.17.0
  

• [ARK] Fused kernel for SVDQuant

  Feature

  intel/auto-round#2461 · Filter by author chensuyue opened on Oct 10, 2026 · 0.17.0
  

• [ARK] W2(4)A8(FP8) GEMM/MoE

  Feature

  intel/auto-round#2460 · Filter by author chensuyue opened on Oct 10, 2026 · 0.17.0
  

• AI-based GH issue assign/analysis/auto-fix

  intel/auto-round#2455 · Filter by author chensuyue opened on Oct 9, 2026 · 0.17.0
  

• [Bug] Unexpectedly high accuracy with 2-bit fake quantization, possibly due to FP32 tensor restoration

  bug
  intel/auto-round#2453 · Filter by author wenhuach21 opened on Oct 9, 2026
  2

  

• [Feature]: Extract an extensible shared smoothing engine for AWQ and SVDQuant

  enhancementhigh priority
  intel/auto-round#2451 · Filter by author changwangss opened on Oct 8, 2026 · 0.17.0
  

• [Feature]: code refinements

  enhancement
  intel/auto-round#2447 · Filter by author wenhuach21 opened on Oct 8, 2026
  

• [Feature]: validate AutoRound SVDQuant NVFP4 export with vLLM-Omni

  enhancementhigh priority
  intel/auto-round#2446 · Filter by author changwangss opened on Oct 8, 2026 · 0.17.0
  

• Quality Assurance for v0.17.0

  intel/auto-round#2442 · Filter by author XuehaoSun opened on Oct 8, 2026 · 0.17.0
  2

  

• [Model]: Qwen 3.8 Flash Next on 4x B70s - HUGE SUCCESS

  Model Support
  intel/auto-round#2440 · Filter by author KaloyanNaumov opened on Oct 8, 2026