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Pull requests: intel/auto-round

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Pull requests list

ark: add BF16/FP16 Sparge variants
#2145 opened Aug 11, 2026 by yiliu30 Contributor • Draft
4 tasks
feat: W4A8 ARK XPU MoE kernel (int4 weight / int8 compute) with prefill + decode
#2143 opened Aug 11, 2026 by Copilot AI • Draft
2 of 4 tasks
@a32543254
feat: enable search scale for mxfp in model-free
#2141 opened Aug 11, 2026 by xin3he Contributor Loading…
4 tasks
0.15.0
2
refactor algorithm cli
#2140 opened Aug 11, 2026 by n1ck-guo Contributor Loading…
4 tasks
0.16.0
Set the quant_method to auto-round by default
#2138 opened Aug 10, 2026 by Zhenzhong1 Contributor Loading… 0.15.0
6
[ARK] Optimize SYCL-TLA woqgemm_s8 on B70
#2133 opened Aug 7, 2026 by Zhenzhong1 Contributor Loading… 0.15.0
4
Tthe LLM Compressor export modification in mixed‑precision mode: the original format unifies all layers as Linear, causing vLLM inference to fail during parsing.
#2128 opened Aug 5, 2026 by 1607662794 Loading…
2 tasks
4
[Experimental] Add NVFP4 E5M3 support and related components for model-free quantization
#2123 opened Aug 5, 2026 by xin3he Contributor Loading…
4 tasks
0.16.0
25
fix: recognize Modular Diffusers pipelines as diffusion models
#2120 opened Aug 3, 2026 by Ar4ikov Loading…
2 of 4 tasks
3
fix: save the config of diffusers models on export
#2119 opened Aug 3, 2026 by Ar4ikov Loading…
2 of 4 tasks
refine awq, bugfix
#2115 opened Jul 31, 2026 by WeiweiZhang1 Contributor Loading…
4 tasks
0.15.0
8
refine eval, add more option
#2114 opened Jul 31, 2026 by WeiweiZhang1 Contributor Loading…
4 tasks
0.15.0
10
Optimize INT4 MoE prefill/decode (sym) XPU kernels with dedicated w4a16 tiling
#2111 opened Jul 31, 2026 by Copilot AI • Draft
1 of 4 tasks
@a32543254
ark.moe: switch auto dispatch to total-token threshold + env override
#2108 opened Jul 31, 2026 by Copilot AI • 2/2 Loading…
2 of 4 tasks
@a32543254
Fix AutoRound gradients for Kimi-VL routed experts
#2097 opened Jul 28, 2026 by lesj0610 • Draft
Support SVDQuant
#2095 opened Jul 28, 2026 by changwangss Contributor Loading…
4 tasks
29
add rotation ut for xpu.
#2094 opened Jul 27, 2026 by lkk12014402 Contributor Loading…
2
Migrate cpu sdpa from NS flash attn
#2092 opened Jul 27, 2026 by jijiaz Loading…
45
Opt the moe performance
#2090 opened Jul 27, 2026 by a32543254 Contributor • 1/2 Loading…
4 tasks
11
add blockwise rotation.
#2087 opened Jul 24, 2026 by lkk12014402 Contributor Loading…
15
perf: N-based tile selection for XPU bf16/fp16 MoE grouped GEMM
#2079 opened Jul 23, 2026 by Copilot AI • Draft
1 of 4 tasks
@a32543254
Allow non-MLLM calibration datasets when not quantizing vision
#2065 opened Jul 19, 2026 by aquilarubra Contributor Loading…
3
Stream targeted block re-quantization's calibration pass
#2064 opened Jul 19, 2026 by aquilarubra Contributor Loading…
Add crash/resume support for tuning runs (AR_RESUME_DIR)
#2062 opened Jul 19, 2026 by aquilarubra Contributor Loading…
feat: Support world model Cosmos3
#2040 opened Jul 10, 2026 by lvliang-intel Contributor Loading…
3 of 4 tasks
10
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