Issues

• Classic speculative walk cannot rewind model-owned caches after a rejected round

  area:corepriority:lowstatus:readytype:bug
  lablup/mlxcel#2495 · Filter by author inureyes opened on Oct 20, 2026

• perf: restore exaone-4.0 CLI decode lost by the generate-on-engine refactor (#2225)

  priority:mediumstatus:readytype:bug
  lablup/mlxcel#2494 · Filter by author inureyes opened on Oct 20, 2026

• perf: gate the granite-4.0-h fused single-token MoE routing per device (GB10 CUDA -25%)

  priority:mediumstatus:readytype:bug
  lablup/mlxcel#2492 · Filter by author inureyes opened on Oct 20, 2026

• refactor(webui): migrate the bundled WebUI to @lablup/ui-common 0.2 (Astryx)

  priority:mediumstatus:readytype:refactor
  lablup/mlxcel#2490 · Filter by author yomybaby opened on Oct 20, 2026

• perf(moe): profile the batch-1 decode gap on M3 Ultra after #2310

  priority:mediumstatus:investigationtype:performance
  lablup/mlxcel#2479 · Filter by author inureyes opened on Oct 20, 2026
  2

• fix(webpage): mlxcel.ai has no DNS address record, so the recipes site is unreachable

  priority:mediumstatus:readytype:bug
  lablup/mlxcel#2478 · Filter by author songys opened on Oct 20, 2026

• test(core): six engine tests assume unpadded prefill and fail on Neural Accelerator hosts

  area:coreplatform:macospriority:mediumstatus:readytype:test
  lablup/mlxcel#2473 · Filter by author jopemachine opened on Oct 20, 2026

• fix(server): stream Llama 3.x python_tag tool calls cleanly and surface harmony reasoning in Responses

  priority:mediumstatus:reviewtype:bug
  lablup/mlxcel#2470 · Filter by author inureyes opened on Oct 20, 2026
  

• feat(token-classification): expose GLiNER2.5 CLI options, fix leftovers

  area:cliarea:modelspriority:lowstatus:readytype:enhancement
  lablup/mlxcel#2468 · Filter by author inureyes opened on Oct 20, 2026

• test: fix intermittent mllama exact-zero assert and webui router race

  priority:lowstatus:readytype:test
  lablup/mlxcel#2467 · Filter by author inureyes opened on Oct 20, 2026

• fix(xla): update Gemma 3n emitter to the shared-layer query offset

  area:modelspriority:lowstatus:readytype:bug
  lablup/mlxcel#2466 · Filter by author inureyes opened on Oct 20, 2026

• fix(models): PhiMoE norm epsilon key and SAM antialiased bicubic a

  area:modelspriority:lowstatus:readytype:bug
  lablup/mlxcel#2465 · Filter by author inureyes opened on Oct 20, 2026

• fix(server): close remaining streamed vs non-streamed output gaps

  area:inferencepriority:mediumstatus:in-progresstype:bug
  lablup/mlxcel#2464 · Filter by author inureyes opened on Oct 20, 2026
  

• 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 SAM 3D Body (sam3d_body) monocular human mesh

  area:modelsmodelsize:smallmodeltype:vlmpriority:lowstatus:blockedtype:enhancement
  lablup/mlxcel#2432 · Filter by author inureyes opened on Oct 16, 2026

• feat(detect): Add RF-DETR (rf-detr) detection and instance masks

  area:cliarea:modelsmodelsize:smallmodeltype:vlmpriority:lowstatus:blockedtype:enhancement
  lablup/mlxcel#2431 · Filter by author inureyes opened on Oct 16, 2026

• feat: Port SAM 3.1 (sam3_1) with Object Multiplex video tracking

  area:modelsmodelsize:smallmodeltype:vlmpriority:lowstatus:blockedtype:enhancement
  lablup/mlxcel#2430 · Filter by author inureyes opened on Oct 16, 2026

• feat: Port SAM 3 (sam3) promptable segmentation and video tracking

  area:modelsmodelsize:smallmodeltype:vlmpriority:lowstatus:blockedtype:enhancement
  lablup/mlxcel#2429 · Filter by author inureyes opened on Oct 16, 2026

• feat: Port Prism Bonsai (bonsai) ternary 2-bit FLUX.2 text-to-image

  area:modelsmodelsize:smallmodeltype:vlmpriority:lowstatus:blockedtype:enhancement
  lablup/mlxcel#2428 · Filter by author inureyes opened on Oct 16, 2026

• 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:blockedtype:enhancement
  lablup/mlxcel#2426 · Filter by author inureyes opened on Oct 16, 2026

• feat: Port Z-Image (z_image) text-to-image and img2img

  area:modelsmodelsize:smallmodeltype:vlmpriority:lowstatus:blockedtype:enhancement
  lablup/mlxcel#2425 · Filter by author inureyes opened on Oct 16, 2026

• feat: Port FLUX.2 Klein (flux2) text-to-image and editing

  area:modelsmodelsize:smallmodeltype:vlmpriority:lowstatus:blockedtype:enhancement
  lablup/mlxcel#2424 · 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

• 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