Issues

• fix(imagegen): run the shared Qwen3 conditioner attention in f32 like upstream

  area:modelspriority:lowstatus:blockedtype:enhancement
  lablup/mlxcel#2666 · Filter by author inureyes opened on Oct 27, 2026

• test: Validate the Windows CUDA runtime bundle on NVIDIA hardware

  area:coreplatform:windowspriority:mediumstatus:readytype:test
  lablup/mlxcel#2653 · Filter by author inureyes opened on Oct 27, 2026

• fix(security): Close remaining ROCm DLL and JIT-cache planting paths

  area:coreplatform:linuxplatform:windowspriority:lowstatus:readytype:security
  lablup/mlxcel#2641 · Filter by author inureyes opened on Oct 26, 2026
  1

• test: validate epic #2566 batched decode on Metal

  area:benchmarkarea:inferenceplatform:macospriority:highstatus:blockedtype:test
  lablup/mlxcel#2587 · Filter by author inureyes opened on Oct 25, 2026

• epic: batched decode for families clamped to one decode row

  area:inferencearea:modelspriority:highstatus:donetype:performance
  lablup/mlxcel#2574 · Filter by author inureyes opened on Oct 23, 2026
  1

• fix(models): decide the GELU formula for the families #2423 left open

  area:corearea:modelspriority:mediumstatus:readytype:bug
  lablup/mlxcel#2548 · Filter by author inureyes opened on Oct 22, 2026
  2

• fix(vision): image prompts differ in length from mlx-vlm for InternVL, MiniCPM-V 4.6 and Gemma 3

  area:modelspriority:mediumstatus:readytype:bug
  lablup/mlxcel#2547 · Filter by author inureyes opened on Oct 22, 2026

• fix(models): NemotronNAS and LongCat-Flash-Ngram cache handling on the engine path

  area:inferencearea:modelspriority:mediumstatus:readytype:bug
  lablup/mlxcel#2544 · Filter by author inureyes opened on Oct 22, 2026

• perf(cuda): re-measure the fused-MoE Dff bound and GB10 fused-MoE defaults without the JIT compile in the window

  arch:moearea:benchmarkplatform:linuxpriority:lowstatus:readytype:performance
  lablup/mlxcel#2540 · Filter by author inureyes opened on Oct 22, 2026

• fix(cuda): harden the JIT PTX disk cache's trust and keying

  area:coreplatform:linuxpriority:mediumstatus:readytype:security
  lablup/mlxcel#2539 · Filter by author inureyes opened on Oct 22, 2026
  1

• [nightly-verify] the run did not finish

  priority:highstatus:readytype:bug
  lablup/mlxcel#2529 · Filter by author github-actions opened on Oct 21, 2026
  5

• feat: Extend conversation compaction to Chat Completions, compaction_trigger and multi-pass summaries

  area:inferencepriority:lowstatus:readytype:enhancement
  lablup/mlxcel#2523 · Filter by author adrysn opened on Oct 21, 2026

• perf(moe): measure the switch gate/up kernel at batch decode

  arch:moearea:benchmarkpriority:mediumstatus:readytype:performance
  lablup/mlxcel#2515 · Filter by author inureyes opened on Oct 21, 2026
  1

• perf(speculative): close batched DFlash gaps left by the uniform clamp

  area:inferencepriority:mediumstatus:readytype:enhancement
  lablup/mlxcel#2442 · Filter by author inureyes opened on Oct 18, 2026
  2

• feat: Port Ideogram 4 (ideogram4) text-to-image with FP8 weights

  area:modelsmodelsize:mediummodeltype:vlmpriority:lowstatus:blockedtype:enhancement
  lablup/mlxcel#2427 · Filter by author inureyes opened on Oct 16, 2026

• feat: Port Mage-Flow (mage_flow) image generation and editing

  area:modelsmodelsize:smallmodeltype:vlmpriority:lowstatus:donetype:enhancement
  lablup/mlxcel#2426 · Filter by author inureyes opened on Oct 16, 2026

• investigate: gelu_approx computes erf GELU where upstream models use the tanh approximation

  area:corearea:modelspriority:mediumstatus:investigationtype:bug
  lablup/mlxcel#2423 · Filter by author inureyes opened on Oct 16, 2026
  2

• feat(models): Support IndicOCR (indic_ocr) layout plus Qwen3.5 OCR pipeline

  arch:hybridarea:modelsmodelsize:smallmodeltype:vlmpriority:lowstatus:blockedtype:enhancement
  lablup/mlxcel#2414 · Filter by author inureyes opened on Oct 16, 2026

• feat(detect): Add YOLO11 detector for OmniParser v2 icon detection

  area:cliarea:modelsmodelsize:smallmodeltype:vlmpriority:mediumstatus:readytype:enhancement
  lablup/mlxcel#2413 · Filter by author inureyes opened on Oct 16, 2026

• feat: Load compressed-tensors float-quantized FP8 checkpoints

  area:modelspriority:lowstatus:readytype:enhancement
  lablup/mlxcel#2411 · Filter by author inureyes opened on Oct 16, 2026

• perf: Trim the Gemma 4 KV-shared tail to the sampled row in prefill

  area:modelspriority:lowstatus:readytype:performance
  lablup/mlxcel#2410 · Filter by author inureyes opened on Oct 16, 2026

• feat(vlm): add MiMo-V2.6 (mimo_v2) support

  arch:hybridarea:modelsmodelsize:xlargemodeltype:omnipriority:mediumstatus:blockedtype:enhancement
  lablup/mlxcel#2409 · Filter by author inureyes opened on Oct 16, 2026

• perf: Use absorbed MLA attention for multi-token steps below crossover

  area:modelspriority:lowstatus:readytype:performance
  lablup/mlxcel#2408 · Filter by author inureyes opened on Oct 16, 2026

• perf: Add the packed Dk=128 gated-delta Metal kernel for prefill

  arch:hybridarea:coreplatform:macospriority:lowstatus:readytype:performance
  lablup/mlxcel#2407 · Filter by author inureyes opened on Oct 16, 2026

• feat: Add tensor-parallel support for Qwen3 MoE

  arch:moearea:modelsmodeltype:textpriority:lowstatus:readytype:enhancement
  lablup/mlxcel#2405 · Filter by author inureyes opened on Oct 16, 2026