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[Feature][New Model]: Add Qwen-Image Support

enhancementNew feature or requestNew feature or request

Status: Open.

#1442 In intel/auto-round;

· yiliu30 opened on Feb 12, 2026

[LLMC] Add AutoRound MXFP8 scheme and related example in LLMC

llmc-only

Status: Open.

Task

#1397 In intel/auto-round;

· thuang6 opened on Feb 4, 2026

Quality Assurance for v0.12.0

bugSomething isn't workingSomething isn't working

high priority

Status: Open.

#1471 In intel/auto-round;

· XuehaoSun opened on Feb 27, 2026

Enhance llmc CI on GPU and XPU

Status: Open (in progress).

intel/auto-roundnumber 1483

#1483 In intel/auto-round;

· chensuyue opened on Mar 2, 2026

[Feature]: Load/Evaluate W4A16 Qwen/Qwen-Image on vllm-omni

enhancementNew feature or requestNew feature or request

vllm-omni-only

Status: Open.

Task

#1494 In intel/auto-round;

· yiliu30 opened on Mar 4, 2026

[Bug]: Qwen3-Next-80B-A3B-Instruct-int4-mixed-AutoRound vLLM inference failed

bugSomething isn't workingSomething isn't working

Status: Open.

#1499 In intel/auto-round;

· chensuyue opened on Mar 5, 2026

[vllm-omni]: Omni Quant Support

enhancementNew feature or requestNew feature or request

Status: Open.

Epic

#1507 In intel/auto-round;

· thuang6 opened on Mar 6, 2026

new architecture for auto_round

api/new

engineering

Status: Open (in progress).

intel/auto-roundnumber 1542

#1542 In intel/auto-round;

· n1ck-guo opened on Mar 13, 2026

[Bug]: Llama-3.3-70B mxfp4_mixed quant with FP8ATTN failed

bugSomething isn't workingSomething isn't working

Status: Open.

#1573 In intel/auto-round;

· chensuyue opened on Mar 19, 2026

[Bug]: Llama-3.3-70B mxfp4_mixed eval with FP8KV failed

bugSomething isn't workingSomething isn't working

Status: Open.

#1574 In intel/auto-round;

· chensuyue opened on Mar 19, 2026

nit: This function is a bit confusing; better use two separate functions, one to check the triton and another for mxfp4_forward_kernel_wrapper .

Status: Open.

#1577 In intel/auto-round;

· chensuyue opened on Mar 19, 2026

Fix clean offload clearing of non-checkpoint tensors

Status: Open (in progress).

intel/auto-roundnumber 1583

#1583 In intel/auto-round;

· lvliang-intel opened on Mar 20, 2026

Update torch to 2.11.0 in CI

Status: Open (in progress).

intel/auto-roundnumber 1606

#1606 In intel/auto-round;

· XuehaoSun opened on Mar 24, 2026

refine transform config api.

Status: Open (in progress).

intel/auto-roundnumber 1607

#1607 In intel/auto-round;

· lkk12014402 opened on Mar 24, 2026