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[Feature]: LLMC public CI on BMG

enhancementNew feature or requestNew feature or request

Status: Open.

#1436 In intel/auto-round;

· xin3he opened on Feb 11, 2026

[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]: Qwen3.5 series model fail infer for gguf format

bugSomething isn't workingSomething isn't working

high priority

Status: Open.

#1513 In intel/auto-round;

· n1ck-guo opened on Mar 9, 2026

[Discussion]: Whether to remove IPEX related code

Status: Open.

#1427 In intel/auto-round;

· xin3he opened on Feb 10, 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 compatibility with compressed_tensors CompressedLinear removal

high priority

Status: Open.

#1578 In intel/auto-round;

· yiliu30 opened on Mar 20, 2026

[Bug]: repeated response for some gguf models with q2ks

bugSomething isn't workingSomething isn't working

Status: Open.

#1458 In intel/auto-round;

· wenhuach21 opened on Feb 23, 2026

fix gguf bug for qwen3.5 moe and some small models

Status: Open (in progress).

intel/auto-roundnumber 1575

#1575 In intel/auto-round;

· n1ck-guo opened on Mar 19, 2026

[Bug]: unexpected bits config for gguf

bugSomething isn't workingSomething isn't working

Status: Open.

#1585 In intel/auto-round;

· wenhuach21 opened on Mar 20, 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

[Bug]: Qwen quantization duration highly increased

bugSomething isn't workingSomething isn't working

Status: Open.

#1588 In intel/auto-round;

· chensuyue opened on Mar 20, 2026

support compressed-tensors refactor

Status: Open (in progress).

intel/auto-roundnumber 1595

#1595 In intel/auto-round;

· xin3he opened on Mar 23, 2026

[Bug]: LLMC integration test failed on XPU

bugSomething isn't workingSomething isn't working

llmc

llmc-only

Status: Open.

#1489 In intel/auto-round;

· chensuyue opened on Mar 4, 2026