{"data":{"capabilities":{"chat":null,"reasoning":null,"tools":null,"vision":null},"description":"mlx recipe for Qwen3.6-35B-A3B on Apple M5 Max 128GB with tensor parallelism 1.","engine":{"graph_mode":null,"name":"mlx","version":"mlx-vlm 0.6.3"},"facts":{"capabilities.chat":{"provenance":{"captured_at":"2026-08-27T06:04:13.773Z","sources":[{"captured_at":"2026-08-27T06:04:13.773Z","kind":"registry-enrichment","url":"https://github.com/0xSero/local-ai-registry"}]},"reason":"capability-not-verified","state":"unknown"},"capabilities.reasoning":{"provenance":{"captured_at":"2026-08-27T06:04:13.773Z","sources":[{"captured_at":"2026-08-27T06:04:13.773Z","kind":"registry-enrichment","url":"https://github.com/0xSero/local-ai-registry"}]},"reason":"capability-not-verified","state":"unknown"},"capabilities.tools":{"provenance":{"captured_at":"2026-08-27T06:04:13.773Z","sources":[{"captured_at":"2026-08-27T06:04:13.773Z","kind":"registry-enrichment","url":"https://github.com/0xSero/local-ai-registry"}]},"reason":"capability-not-verified","state":"unknown"},"capabilities.vision":{"provenance":{"captured_at":"2026-08-27T06:04:13.773Z","sources":[{"captured_at":"2026-08-27T06:04:13.773Z","kind":"registry-enrichment","url":"https://github.com/0xSero/local-ai-registry"}]},"reason":"capability-not-verified","state":"unknown"},"description":{"provenance":{"captured_at":"2026-08-31T22:39:04Z","sources":[{"captured_at":"2026-08-31T22:39:04Z","kind":"registry-derived","url":"https://github.com/0xSero/local-ai-registry"}]},"reason":"derived-from-recipe-identifiers","state":"known"},"engine.graph_mode":{"provenance":{"captured_at":"2026-08-27T06:04:13.773Z","sources":[{"captured_at":"2026-08-27T06:04:13.773Z","kind":"registry-enrichment","url":"https://github.com/0xSero/local-ai-registry"}]},"reason":"runtime-detail-not-published","state":"unknown"},"metadata.localmaxxing.engine_flags.attentionBackend":{"provenance":{"captured_at":"2026-08-27T06:04:13.773Z","sources":[{"captured_at":"2026-08-27T06:04:13.773Z","kind":"registry-enrichment","url":"https://github.com/0xSero/local-ai-registry"}]},"reason":"not-observed","state":"unknown"},"metadata.localmaxxing.engine_flags.flashAttn":{"provenance":{"captured_at":"2026-08-27T06:04:13.773Z","sources":[{"captured_at":"2026-08-27T06:04:13.773Z","kind":"registry-enrichment","url":"https://github.com/0xSero/local-ai-registry"}]},"reason":"not-observed","state":"unknown"},"metadata.localmaxxing.engine_flags.gpuLayers":{"provenance":{"captured_at":"2026-08-27T06:04:13.773Z","sources":[{"captured_at":"2026-08-27T06:04:13.773Z","kind":"registry-enrichment","url":"https://github.com/0xSero/local-ai-registry"}]},"reason":"not-observed","state":"unknown"},"metadata.localmaxxing.engine_flags.kvCacheDtype":{"provenance":{"captured_at":"2026-08-27T06:04:13.773Z","sources":[{"captured_at":"2026-08-27T06:04:13.773Z","kind":"registry-enrichment","url":"https://github.com/0xSero/local-ai-registry"}]},"reason":"not-observed","state":"unknown"},"metadata.localmaxxing.engine_flags.tensorParallel":{"provenance":{"captured_at":"2026-08-27T06:04:13.773Z","sources":[{"captured_at":"2026-08-27T06:04:13.773Z","kind":"registry-enrichment","url":"https://github.com/0xSero/local-ai-registry"}]},"reason":"not-observed","state":"unknown"},"serving.kv_cache_tokens":{"provenance":{"captured_at":"2026-08-27T06:04:13.773Z","sources":[{"captured_at":"2026-08-27T06:04:13.773Z","kind":"registry-enrichment","url":"https://github.com/0xSero/local-ai-registry"}]},"reason":"kv-cache-capacity-not-published","state":"unknown"},"serving.max_concurrency":{"provenance":{"captured_at":"2026-08-31T23:03:15Z","sources":[{"captured_at":"2026-08-31T23:03:15Z","kind":"registry-derived","url":"https://www.localmaxxing.com/en/runs/cmqt075lt013uqr01wel5g1k6"}]},"reason":"server-capacity-derived-from-source-evidence","state":"known"},"serving.max_context_tokens":{"provenance":{"captured_at":"2026-09-01T01:30:07Z","sources":[{"captured_at":"2026-09-01T01:30:07Z","kind":"leaderboard-run","url":"https://www.localmaxxing.com/en/runs/cmqt075lt013uqr01wel5g1k6"}]},"reason":"exact-live-run-context-length","state":"known"}},"hardware_count":1,"hardware_id":"apple-m5-max-128gb","id":"qwen3-6-35b-a3b-4bit-apple-m5-max-128gb-mlx-tp1","launch":{"container":{"captured_at":"2026-08-27T06:04:13.773Z","compose_file":null,"digest":null,"image":null,"reason":"reference-only-launch","runtime":null,"source":[{"captured_at":"2026-08-27T06:04:13.773Z","kind":"recipe-launch","url":"https://www.localmaxxing.com/en/runs/cmqt075lt013uqr01wel5g1k6"}],"state":"none"},"kind":"reference","run_id":"cmqt075lt013uqr01wel5g1k6","source":"localmaxxing","url":"https://www.localmaxxing.com/en/runs/cmqt075lt013uqr01wel5g1k6"},"metadata":{"localmaxxing":{"base_lineage":"derived","engine_flags":{"attentionBackend":null,"flashAttn":null,"gpuLayers":null,"kvCacheDtype":null,"mtpEnabled":false,"specDecoding":false,"tensorParallel":null},"hardware_label":"Apple M5 Max 128GB","notes":"Aggregate end-to-end throughput across 16 concurrent streams (256 max_tokens each, distinct prompts so no prefix-cache reuse), mlx-vlm 0.6.3 server continuous batching. tokSOut = aggregate output tok/s; per-stream median ~28 tok/s. Reproducible (381-391 across two runs). Peak unified memory ~20.0 GB (RSS). Apple M5 Max / 128GB, macOS 27.0. Single-stream (bs=1) on this quant is ~134 tok/s.","revision_unpinned":true,"run_id":"cmqt075lt013uqr01wel5g1k6"}},"model_instance_id":"qwen-qwen3-6-35b-a3b--4bit","provenance":{"captured_at":"2026-08-27T06:04:13.773Z","sources":[{"captured_at":"2026-08-27T06:04:13.773Z","kind":"normalized-recipe","url":"https://www.localmaxxing.com/en/runs/cmqt075lt013uqr01wel5g1k6"}]},"recipe_source":"localmaxxing","schema_version":"local-ai-registry/v1","serving":{"kv_cache_tokens":null,"max_concurrency":16,"max_context_tokens":2048,"tensor_parallel":1},"speed_sweep_ids":["qwen3-6-35b-a3b-4bit-apple-m5-max-128gb-mlx-tp1-sweep"],"status":"candidate","huggingface":{"link_type":"repository","provenance":{"captured_at":"2026-08-27T06:04:13.773Z","sources":[{"captured_at":"2026-08-27T06:04:13.773Z","kind":"huggingface-api","url":"https://huggingface.co/api/models/Qwen/Qwen3.6-35B-A3B"}]},"reason":"hf-api-confirmed-public","repository":"Qwen/Qwen3.6-35B-A3B","status":"known","url":"https://huggingface.co/Qwen/Qwen3.6-35B-A3B"},"registry":{"launchable":false,"speed_evidence":{"available":true,"count":1,"speed_sweep_ids":["qwen3-6-35b-a3b-4bit-apple-m5-max-128gb-mlx-tp1-sweep"],"detail_urls":["/api/v1/speed-sweep/qwen3-6-35b-a3b-4bit-apple-m5-max-128gb-mlx-tp1-sweep"]},"runtime":"reference"},"relationships":{"hardware":{"api":"/api/v1/hardware/apple-m5-max-128gb","href":"/hardware/apple-m5-max-128gb","id":"apple-m5-max-128gb","name":"Apple M5 Max 128GB"},"model":{"api":"/api/v1/models/qwen3-6-35b-a3b","href":"/models/qwen3-6-35b-a3b","id":"qwen3-6-35b-a3b","name":"Qwen3.6-35B-A3B"},"model_instance":{"api":"/api/v1/model-instances/qwen-qwen3-6-35b-a3b--4bit","href":"/model-instances/qwen-qwen3-6-35b-a3b--4bit","id":"qwen-qwen3-6-35b-a3b--4bit","name":"Qwen/Qwen3.6-35B-A3B"},"speed_sweep":[{"api":"/api/v1/speed-sweep/qwen3-6-35b-a3b-4bit-apple-m5-max-128gb-mlx-tp1-sweep","href":"/speed-sweep/qwen3-6-35b-a3b-4bit-apple-m5-max-128gb-mlx-tp1-sweep","id":"qwen3-6-35b-a3b-4bit-apple-m5-max-128gb-mlx-tp1-sweep"}]}},"meta":{"source":"registry"}}