{
  "id": "Qwen/Qwen3.8-Flash-Next",
  "language": "hu",
  "url": "https://alexgetman.com/hu/models/alibaba/qwen3-8-flash-next/",
  "name": "Qwen3.8 Flash Next",
  "model_identity": {
    "id": "Qwen/Qwen3.8-Flash-Next",
    "name": "Qwen3.8 Flash Next",
    "maker": {
      "id": "alibaba",
      "name": "Alibaba"
    },
    "version": "3.8",
    "checkpoint": null,
    "first_seen_at": "2026-09-09T22:09:51.837Z"
  },
  "catalogue_section": "main",
  "stage": "released",
  "expectation": {
    "state": "released",
    "last_evidence_at": "2026-09-09T22:09:51.837Z",
    "related_model_id": null,
    "evidence": [],
    "claims": [
      {
        "reference": "record:github-search:alibaba:pulls:Azure/azureml-assets:pull:5452:qwen3.8-flash-next",
        "outcome": "unresolved"
      },
      {
        "reference": "record:github-search:alibaba:pulls:TnzGit/dsh-superagent-prototype:pull:1:qwen3.8-flash-next",
        "outcome": "unresolved"
      },
      {
        "reference": "record:github-search:alibaba:pulls:microsoft/onnxruntime-genai:pull:2907:qwen3.8-flash-next",
        "outcome": "unresolved"
      },
      {
        "reference": "record:github-search:alibaba:pulls:vllm-project/vllm-torchtpu:pull:2629:qwen3.8-flash-next",
        "outcome": "unresolved"
      },
      {
        "reference": "record:github-search:alibaba:pulls:vllm-project/vllm-torchtpu:pull:2895:qwen3.8-flash-next",
        "outcome": "unresolved"
      },
      {
        "reference": "record:github-search:alibaba:pulls:vllm-project/vllm-torchtpu:pull:3232:qwen3.8-flash-next",
        "outcome": "unresolved"
      },
      {
        "reference": "record:github-search:alibaba:pulls:vllm-project/vllm-torchtpu:pull:3233:qwen3.8-flash-next",
        "outcome": "unresolved"
      },
      {
        "reference": "record:github-search:alibaba:pulls:vllm-project/vllm-torchtpu:pull:3234:qwen3.8-flash-next",
        "outcome": "unresolved"
      },
      {
        "reference": "record:github-search:alibaba:pulls:vllm-project/vllm-torchtpu:pull:3235:qwen3.8-flash-next",
        "outcome": "unresolved"
      },
      {
        "reference": "record:github-search:alibaba:pulls:vllm-project/vllm-torchtpu:pull:3236:qwen3.8-flash-next",
        "outcome": "unresolved"
      },
      {
        "reference": "record:github-search:alibaba:pulls:vllm-project/vllm-torchtpu:pull:3237:qwen3.8-flash-next",
        "outcome": "unresolved"
      },
      {
        "reference": "record:github-search:alibaba:pulls:vllm-project/vllm-torchtpu:pull:3238:qwen3.8-flash-next",
        "outcome": "unresolved"
      },
      {
        "reference": "record:github-search:alibaba:pulls:vllm-project/vllm-torchtpu:pull:3239:qwen3.8-flash-next",
        "outcome": "unresolved"
      },
      {
        "reference": "record:github-search:alibaba:pulls:vllm-project/vllm-torchtpu:pull:3240:qwen3.8-flash-next",
        "outcome": "unresolved"
      },
      {
        "reference": "record:github-search:alibaba:pulls:vllm-project/vllm-torchtpu:pull:3241:qwen3.8-flash-next",
        "outcome": "unresolved"
      },
      {
        "reference": "record:github-search:alibaba:pulls:vllm-project/vllm-torchtpu:pull:3242:qwen3.8-flash-next",
        "outcome": "unresolved"
      },
      {
        "reference": "record:github-search:alibaba:pulls:vllm-project/vllm-torchtpu:pull:3243:qwen3.8-flash-next",
        "outcome": "unresolved"
      },
      {
        "reference": "record:github-search:alibaba:pulls:vllm-project/vllm-torchtpu:pull:3244:qwen3.8-flash-next",
        "outcome": "unresolved"
      },
      {
        "reference": "record:github-search:alibaba:pulls:vllm-project/vllm-torchtpu:pull:3245:qwen3.8-flash-next",
        "outcome": "unresolved"
      },
      {
        "reference": "record:github-search:alibaba:pulls:vllm-project/vllm-torchtpu:pull:3246:qwen3.8-flash-next",
        "outcome": "unresolved"
      },
      {
        "reference": "record:github-search:alibaba:pulls:vllm-project/vllm-torchtpu:pull:3247:qwen3.8-flash-next",
        "outcome": "unresolved"
      },
      {
        "reference": "record:github-search:alibaba:pulls:vllm-project/vllm-torchtpu:pull:3248:qwen3.8-flash-next",
        "outcome": "unresolved"
      },
      {
        "reference": "record:github-search:alibaba:pulls:vllm-project/vllm-torchtpu:pull:3249:qwen3.8-flash-next",
        "outcome": "unresolved"
      },
      {
        "reference": "record:github-search:alibaba:pulls:vllm-project/vllm-torchtpu:pull:3250:qwen3.8-flash-next",
        "outcome": "unresolved"
      },
      {
        "reference": "record:github-search:alibaba:pulls:vllm-project/vllm-torchtpu:pull:3251:qwen3.8-flash-next",
        "outcome": "unresolved"
      },
      {
        "reference": "record:github-search:alibaba:pulls:vllm-project/vllm-torchtpu:pull:3252:qwen3.8-flash-next",
        "outcome": "unresolved"
      },
      {
        "reference": "record:github-search:alibaba:pulls:vllm-project/vllm-torchtpu:pull:3253:qwen3.8-flash-next",
        "outcome": "unresolved"
      },
      {
        "reference": "record:github-search:alibaba:pulls:vllm-project/vllm-torchtpu:pull:3254:qwen3.8-flash-next",
        "outcome": "unresolved"
      },
      {
        "reference": "record:github-search:alibaba:pulls:vllm-project/vllm-torchtpu:pull:3255:qwen3.8-flash-next",
        "outcome": "unresolved"
      },
      {
        "reference": "record:github-search:alibaba:pulls:vllm-project/vllm-torchtpu:pull:3256:qwen3.8-flash-next",
        "outcome": "unresolved"
      },
      {
        "reference": "record:qwen-articles:https://qwen.ai/blog?id=8865c9dc-9833-4aa3-8c74-81c244bec7b0:usage:Qwen/Qwen3.8-Flash-Next",
        "outcome": "related"
      }
    ]
  },
  "watch_presentation": {
    "placement": "expected",
    "family": {
      "key": "alibaba:qwen3-flash-next",
      "name": "Qwen3 Flash Next"
    }
  },
  "observations": [],
  "timeline": [
    {
      "reference": "record:qwen-articles:https://qwen.ai/blog?id=8865c9dc-9833-4aa3-8c74-81c244bec7b0:usage:Qwen/Qwen3.8-Flash-Next",
      "kind": "usage_confirmed",
      "at": "2026-11-13T17:22:19.091Z",
      "event_at": {
        "precision": "time",
        "value": "2026-08-03T02:00:00Z"
      },
      "historical": true,
      "source": "qwen-articles",
      "source_label": "Qwen · official article bodies · Qwen3.8-Flash-Next: A New Architecture, Towards Ultimate Cost-Efficiency",
      "url": "https://qwen.ai/blog?id=8865c9dc-9833-4aa3-8c74-81c244bec7b0",
      "quote": null,
      "co_mentions": []
    },
    {
      "reference": "record:github-search:alibaba:pulls:Azure/azureml-assets:pull:5452:qwen3.8-flash-next",
      "kind": "editorial_mention",
      "at": "2026-11-13T19:07:08.264Z",
      "event_at": {
        "precision": "time",
        "value": "2026-11-13T05:20:43Z"
      },
      "historical": false,
      "report_intent": "incidental",
      "source": "github-search:alibaba:pulls",
      "source_label": "GitHub search · Alibaba · pulls · Azure/azureml-assets · @hanbitmyths",
      "url": "https://github.com/Azure/azureml-assets/pull/5452",
      "quote": "| Qwen3.8-Flash-Next | 256K tokens | 61 GiB |",
      "co_mentions": []
    },
    {
      "reference": "record:github-search:alibaba:pulls:TnzGit/dsh-superagent-prototype:pull:1:qwen3.8-flash-next",
      "kind": "editorial_mention",
      "at": "2026-11-13T19:07:08.264Z",
      "event_at": {
        "precision": "time",
        "value": "2026-11-07T11:00:47Z"
      },
      "historical": true,
      "report_intent": "incidental",
      "source": "github-search:alibaba:pulls",
      "source_label": "GitHub search · Alibaba · pulls · TnzGit/dsh-superagent-prototype · @TnzGit",
      "url": "https://github.com/TnzGit/dsh-superagent-prototype/pull/1",
      "quote": "- Sanitized local-Agent verification (2026-11-08): Qwen3.8-Flash-Next on a local vLLM dev build had working tool calls and streaming; 8K/32K/64K were exercised without OOM. Short-response decode",
      "co_mentions": []
    },
    {
      "reference": "record:github-search:alibaba:pulls:microsoft/onnxruntime-genai:pull:2907:qwen3.8-flash-next",
      "kind": "editorial_mention",
      "at": "2026-11-13T19:07:08.264Z",
      "event_at": {
        "precision": "time",
        "value": "2026-11-08T01:54:09Z"
      },
      "historical": true,
      "report_intent": "incidental",
      "source": "github-search:alibaba:pulls",
      "source_label": "GitHub search · Alibaba · pulls · microsoft/onnxruntime-genai · @tianleiwu",
      "url": "https://github.com/microsoft/onnxruntime-genai/pull/2907",
      "quote": "context-tier budget adaptation and hardware-aware `runtime_profiles` improvements for Qwen3.8-Flash-Next RC5 (`QMoE`) and GGUF (`MoEPacked`) hybrid offload across 16 GB, 24 GB, 32 GB, and H200",
      "co_mentions": []
    },
    {
      "reference": "record:github-search:alibaba:pulls:vllm-project/vllm-torchtpu:pull:2629:qwen3.8-flash-next",
      "kind": "editorial_mention",
      "at": "2026-11-13T19:07:08.264Z",
      "event_at": {
        "precision": "time",
        "value": "2026-10-30T18:52:31Z"
      },
      "historical": true,
      "report_intent": "incidental",
      "source": "github-search:alibaba:pulls",
      "source_label": "GitHub search · Alibaba · pulls · vllm-project/vllm-torchtpu · @DRZDONG",
      "url": "https://github.com/vllm-project/vllm-torchtpu/pull/2629",
      "quote": "Part of the Qwen3.8-Flash-Next model directory (Experimental tier),",
      "co_mentions": []
    },
    {
      "reference": "record:github-search:alibaba:pulls:vllm-project/vllm-torchtpu:pull:2895:qwen3.8-flash-next",
      "kind": "editorial_mention",
      "at": "2026-11-13T19:07:08.264Z",
      "event_at": {
        "precision": "time",
        "value": "2026-11-06T18:50:22Z"
      },
      "historical": true,
      "report_intent": "incidental",
      "source": "github-search:alibaba:pulls",
      "source_label": "GitHub search · Alibaba · pulls · vllm-project/vllm-torchtpu · @DRZDONG",
      "url": "https://github.com/vllm-project/vllm-torchtpu/pull/2895",
      "quote": "Part of the Qwen3.8-Flash-Next model directory (Experimental tier),",
      "co_mentions": []
    },
    {
      "reference": "record:github-search:alibaba:pulls:vllm-project/vllm-torchtpu:pull:3232:qwen3.8-flash-next",
      "kind": "editorial_mention",
      "at": "2026-11-13T19:07:08.264Z",
      "event_at": {
        "precision": "time",
        "value": "2026-11-13T06:15:44Z"
      },
      "historical": false,
      "report_intent": "incidental",
      "source": "github-search:alibaba:pulls",
      "source_label": "GitHub search · Alibaba · pulls · vllm-project/vllm-torchtpu · @DRZDONG",
      "url": "https://github.com/vllm-project/vllm-torchtpu/pull/3232",
      "quote": "Part of the Qwen3.8-Flash-Next model directory (Experimental tier),",
      "co_mentions": []
    },
    {
      "reference": "record:github-search:alibaba:pulls:vllm-project/vllm-torchtpu:pull:3233:qwen3.8-flash-next",
      "kind": "editorial_mention",
      "at": "2026-11-13T19:07:08.264Z",
      "event_at": {
        "precision": "time",
        "value": "2026-11-13T06:15:49Z"
      },
      "historical": false,
      "report_intent": "incidental",
      "source": "github-search:alibaba:pulls",
      "source_label": "GitHub search · Alibaba · pulls · vllm-project/vllm-torchtpu · @DRZDONG",
      "url": "https://github.com/vllm-project/vllm-torchtpu/pull/3233",
      "quote": "Part of the Qwen3.8-Flash-Next model directory (Experimental tier),",
      "co_mentions": []
    },
    {
      "reference": "record:github-search:alibaba:pulls:vllm-project/vllm-torchtpu:pull:3234:qwen3.8-flash-next",
      "kind": "editorial_mention",
      "at": "2026-11-13T19:07:08.264Z",
      "event_at": {
        "precision": "time",
        "value": "2026-11-13T06:16:13Z"
      },
      "historical": false,
      "report_intent": "incidental",
      "source": "github-search:alibaba:pulls",
      "source_label": "GitHub search · Alibaba · pulls · vllm-project/vllm-torchtpu · @DRZDONG",
      "url": "https://github.com/vllm-project/vllm-torchtpu/pull/3234",
      "quote": "Part of the Qwen3.8-Flash-Next model directory (Experimental tier),",
      "co_mentions": []
    },
    {
      "reference": "record:github-search:alibaba:pulls:vllm-project/vllm-torchtpu:pull:3235:qwen3.8-flash-next",
      "kind": "editorial_mention",
      "at": "2026-11-13T19:07:08.264Z",
      "event_at": {
        "precision": "time",
        "value": "2026-11-13T06:16:18Z"
      },
      "historical": false,
      "report_intent": "incidental",
      "source": "github-search:alibaba:pulls",
      "source_label": "GitHub search · Alibaba · pulls · vllm-project/vllm-torchtpu · @DRZDONG",
      "url": "https://github.com/vllm-project/vllm-torchtpu/pull/3235",
      "quote": "Part of the Qwen3.8-Flash-Next model directory (Experimental tier),",
      "co_mentions": []
    },
    {
      "reference": "record:github-search:alibaba:pulls:vllm-project/vllm-torchtpu:pull:3236:qwen3.8-flash-next",
      "kind": "editorial_mention",
      "at": "2026-11-13T19:07:08.264Z",
      "event_at": {
        "precision": "time",
        "value": "2026-11-13T06:16:22Z"
      },
      "historical": false,
      "report_intent": "incidental",
      "source": "github-search:alibaba:pulls",
      "source_label": "GitHub search · Alibaba · pulls · vllm-project/vllm-torchtpu · @DRZDONG",
      "url": "https://github.com/vllm-project/vllm-torchtpu/pull/3236",
      "quote": "Part of the Qwen3.8-Flash-Next model directory (Experimental tier),",
      "co_mentions": []
    },
    {
      "reference": "record:github-search:alibaba:pulls:vllm-project/vllm-torchtpu:pull:3237:qwen3.8-flash-next",
      "kind": "editorial_mention",
      "at": "2026-11-13T19:07:08.264Z",
      "event_at": {
        "precision": "time",
        "value": "2026-11-13T06:16:26Z"
      },
      "historical": false,
      "report_intent": "incidental",
      "source": "github-search:alibaba:pulls",
      "source_label": "GitHub search · Alibaba · pulls · vllm-project/vllm-torchtpu · @DRZDONG",
      "url": "https://github.com/vllm-project/vllm-torchtpu/pull/3237",
      "quote": "Part of the Qwen3.8-Flash-Next model directory (Experimental tier),",
      "co_mentions": []
    },
    {
      "reference": "record:github-search:alibaba:pulls:vllm-project/vllm-torchtpu:pull:3238:qwen3.8-flash-next",
      "kind": "editorial_mention",
      "at": "2026-11-13T19:07:08.264Z",
      "event_at": {
        "precision": "time",
        "value": "2026-11-13T06:16:31Z"
      },
      "historical": false,
      "report_intent": "incidental",
      "source": "github-search:alibaba:pulls",
      "source_label": "GitHub search · Alibaba · pulls · vllm-project/vllm-torchtpu · @DRZDONG",
      "url": "https://github.com/vllm-project/vllm-torchtpu/pull/3238",
      "quote": "Part of the Qwen3.8-Flash-Next model directory (Experimental tier),",
      "co_mentions": []
    },
    {
      "reference": "record:github-search:alibaba:pulls:vllm-project/vllm-torchtpu:pull:3239:qwen3.8-flash-next",
      "kind": "editorial_mention",
      "at": "2026-11-13T19:07:08.264Z",
      "event_at": {
        "precision": "time",
        "value": "2026-11-13T06:16:35Z"
      },
      "historical": false,
      "report_intent": "incidental",
      "source": "github-search:alibaba:pulls",
      "source_label": "GitHub search · Alibaba · pulls · vllm-project/vllm-torchtpu · @DRZDONG",
      "url": "https://github.com/vllm-project/vllm-torchtpu/pull/3239",
      "quote": "Part of the Qwen3.8-Flash-Next model directory (Experimental tier),",
      "co_mentions": []
    },
    {
      "reference": "record:github-search:alibaba:pulls:vllm-project/vllm-torchtpu:pull:3240:qwen3.8-flash-next",
      "kind": "editorial_mention",
      "at": "2026-11-13T19:07:08.264Z",
      "event_at": {
        "precision": "time",
        "value": "2026-11-13T06:16:40Z"
      },
      "historical": false,
      "report_intent": "incidental",
      "source": "github-search:alibaba:pulls",
      "source_label": "GitHub search · Alibaba · pulls · vllm-project/vllm-torchtpu · @DRZDONG",
      "url": "https://github.com/vllm-project/vllm-torchtpu/pull/3240",
      "quote": "Part of the Qwen3.8-Flash-Next model directory (Experimental tier),",
      "co_mentions": []
    },
    {
      "reference": "record:github-search:alibaba:pulls:vllm-project/vllm-torchtpu:pull:3241:qwen3.8-flash-next",
      "kind": "editorial_mention",
      "at": "2026-11-13T19:07:08.264Z",
      "event_at": {
        "precision": "time",
        "value": "2026-11-13T06:16:45Z"
      },
      "historical": false,
      "report_intent": "incidental",
      "source": "github-search:alibaba:pulls",
      "source_label": "GitHub search · Alibaba · pulls · vllm-project/vllm-torchtpu · @DRZDONG",
      "url": "https://github.com/vllm-project/vllm-torchtpu/pull/3241",
      "quote": "Part of the Qwen3.8-Flash-Next model directory (Experimental tier),",
      "co_mentions": []
    },
    {
      "reference": "record:github-search:alibaba:pulls:vllm-project/vllm-torchtpu:pull:3242:qwen3.8-flash-next",
      "kind": "editorial_mention",
      "at": "2026-11-13T19:07:08.264Z",
      "event_at": {
        "precision": "time",
        "value": "2026-11-13T06:16:50Z"
      },
      "historical": false,
      "report_intent": "incidental",
      "source": "github-search:alibaba:pulls",
      "source_label": "GitHub search · Alibaba · pulls · vllm-project/vllm-torchtpu · @DRZDONG",
      "url": "https://github.com/vllm-project/vllm-torchtpu/pull/3242",
      "quote": "Part of the Qwen3.8-Flash-Next model directory (Experimental tier),",
      "co_mentions": []
    },
    {
      "reference": "record:github-search:alibaba:pulls:vllm-project/vllm-torchtpu:pull:3243:qwen3.8-flash-next",
      "kind": "editorial_mention",
      "at": "2026-11-13T19:07:08.264Z",
      "event_at": {
        "precision": "time",
        "value": "2026-11-13T06:16:54Z"
      },
      "historical": false,
      "report_intent": "incidental",
      "source": "github-search:alibaba:pulls",
      "source_label": "GitHub search · Alibaba · pulls · vllm-project/vllm-torchtpu · @DRZDONG",
      "url": "https://github.com/vllm-project/vllm-torchtpu/pull/3243",
      "quote": "Part of the Qwen3.8-Flash-Next model directory (Experimental tier),",
      "co_mentions": []
    },
    {
      "reference": "record:github-search:alibaba:pulls:vllm-project/vllm-torchtpu:pull:3244:qwen3.8-flash-next",
      "kind": "editorial_mention",
      "at": "2026-11-13T19:07:08.264Z",
      "event_at": {
        "precision": "time",
        "value": "2026-11-13T06:16:59Z"
      },
      "historical": false,
      "report_intent": "incidental",
      "source": "github-search:alibaba:pulls",
      "source_label": "GitHub search · Alibaba · pulls · vllm-project/vllm-torchtpu · @DRZDONG",
      "url": "https://github.com/vllm-project/vllm-torchtpu/pull/3244",
      "quote": "Part of the Qwen3.8-Flash-Next model directory (Experimental tier),",
      "co_mentions": []
    },
    {
      "reference": "record:github-search:alibaba:pulls:vllm-project/vllm-torchtpu:pull:3245:qwen3.8-flash-next",
      "kind": "editorial_mention",
      "at": "2026-11-13T19:07:08.264Z",
      "event_at": {
        "precision": "time",
        "value": "2026-11-13T06:17:03Z"
      },
      "historical": false,
      "report_intent": "incidental",
      "source": "github-search:alibaba:pulls",
      "source_label": "GitHub search · Alibaba · pulls · vllm-project/vllm-torchtpu · @DRZDONG",
      "url": "https://github.com/vllm-project/vllm-torchtpu/pull/3245",
      "quote": "Part of the Qwen3.8-Flash-Next model directory (Experimental tier),",
      "co_mentions": []
    },
    {
      "reference": "record:github-search:alibaba:pulls:vllm-project/vllm-torchtpu:pull:3246:qwen3.8-flash-next",
      "kind": "editorial_mention",
      "at": "2026-11-13T19:07:08.264Z",
      "event_at": {
        "precision": "time",
        "value": "2026-11-13T06:17:07Z"
      },
      "historical": false,
      "report_intent": "incidental",
      "source": "github-search:alibaba:pulls",
      "source_label": "GitHub search · Alibaba · pulls · vllm-project/vllm-torchtpu · @DRZDONG",
      "url": "https://github.com/vllm-project/vllm-torchtpu/pull/3246",
      "quote": "Part of the Qwen3.8-Flash-Next model directory (Experimental tier),",
      "co_mentions": []
    },
    {
      "reference": "record:github-search:alibaba:pulls:vllm-project/vllm-torchtpu:pull:3247:qwen3.8-flash-next",
      "kind": "editorial_mention",
      "at": "2026-11-13T19:07:08.264Z",
      "event_at": {
        "precision": "time",
        "value": "2026-11-13T06:17:12Z"
      },
      "historical": false,
      "report_intent": "incidental",
      "source": "github-search:alibaba:pulls",
      "source_label": "GitHub search · Alibaba · pulls · vllm-project/vllm-torchtpu · @DRZDONG",
      "url": "https://github.com/vllm-project/vllm-torchtpu/pull/3247",
      "quote": "Part of the Qwen3.8-Flash-Next model directory (Experimental tier),",
      "co_mentions": []
    },
    {
      "reference": "record:github-search:alibaba:pulls:vllm-project/vllm-torchtpu:pull:3248:qwen3.8-flash-next",
      "kind": "editorial_mention",
      "at": "2026-11-13T19:07:08.264Z",
      "event_at": {
        "precision": "time",
        "value": "2026-11-13T06:17:16Z"
      },
      "historical": false,
      "report_intent": "incidental",
      "source": "github-search:alibaba:pulls",
      "source_label": "GitHub search · Alibaba · pulls · vllm-project/vllm-torchtpu · @DRZDONG",
      "url": "https://github.com/vllm-project/vllm-torchtpu/pull/3248",
      "quote": "Part of the Qwen3.8-Flash-Next model directory (Experimental tier),",
      "co_mentions": []
    },
    {
      "reference": "record:github-search:alibaba:pulls:vllm-project/vllm-torchtpu:pull:3249:qwen3.8-flash-next",
      "kind": "editorial_mention",
      "at": "2026-11-13T19:07:08.264Z",
      "event_at": {
        "precision": "time",
        "value": "2026-11-13T06:17:21Z"
      },
      "historical": false,
      "report_intent": "incidental",
      "source": "github-search:alibaba:pulls",
      "source_label": "GitHub search · Alibaba · pulls · vllm-project/vllm-torchtpu · @DRZDONG",
      "url": "https://github.com/vllm-project/vllm-torchtpu/pull/3249",
      "quote": "Part of the Qwen3.8-Flash-Next model directory (Experimental tier),",
      "co_mentions": []
    },
    {
      "reference": "record:github-search:alibaba:pulls:vllm-project/vllm-torchtpu:pull:3250:qwen3.8-flash-next",
      "kind": "editorial_mention",
      "at": "2026-11-13T19:07:08.264Z",
      "event_at": {
        "precision": "time",
        "value": "2026-11-13T06:17:27Z"
      },
      "historical": false,
      "report_intent": "incidental",
      "source": "github-search:alibaba:pulls",
      "source_label": "GitHub search · Alibaba · pulls · vllm-project/vllm-torchtpu · @DRZDONG",
      "url": "https://github.com/vllm-project/vllm-torchtpu/pull/3250",
      "quote": "Part of the Qwen3.8-Flash-Next model directory (Experimental tier),",
      "co_mentions": []
    },
    {
      "reference": "record:github-search:alibaba:pulls:vllm-project/vllm-torchtpu:pull:3251:qwen3.8-flash-next",
      "kind": "editorial_mention",
      "at": "2026-11-13T19:07:08.264Z",
      "event_at": {
        "precision": "time",
        "value": "2026-11-13T06:17:32Z"
      },
      "historical": false,
      "report_intent": "incidental",
      "source": "github-search:alibaba:pulls",
      "source_label": "GitHub search · Alibaba · pulls · vllm-project/vllm-torchtpu · @DRZDONG",
      "url": "https://github.com/vllm-project/vllm-torchtpu/pull/3251",
      "quote": "Part of the Qwen3.8-Flash-Next model directory (Experimental tier),",
      "co_mentions": []
    },
    {
      "reference": "record:github-search:alibaba:pulls:vllm-project/vllm-torchtpu:pull:3252:qwen3.8-flash-next",
      "kind": "editorial_mention",
      "at": "2026-11-13T19:07:08.264Z",
      "event_at": {
        "precision": "time",
        "value": "2026-11-13T06:17:37Z"
      },
      "historical": false,
      "report_intent": "incidental",
      "source": "github-search:alibaba:pulls",
      "source_label": "GitHub search · Alibaba · pulls · vllm-project/vllm-torchtpu · @DRZDONG",
      "url": "https://github.com/vllm-project/vllm-torchtpu/pull/3252",
      "quote": "Part of the Qwen3.8-Flash-Next model directory (Experimental tier),",
      "co_mentions": []
    },
    {
      "reference": "record:github-search:alibaba:pulls:vllm-project/vllm-torchtpu:pull:3253:qwen3.8-flash-next",
      "kind": "editorial_mention",
      "at": "2026-11-13T19:07:08.264Z",
      "event_at": {
        "precision": "time",
        "value": "2026-11-13T06:17:42Z"
      },
      "historical": false,
      "report_intent": "incidental",
      "source": "github-search:alibaba:pulls",
      "source_label": "GitHub search · Alibaba · pulls · vllm-project/vllm-torchtpu · @DRZDONG",
      "url": "https://github.com/vllm-project/vllm-torchtpu/pull/3253",
      "quote": "Part of the Qwen3.8-Flash-Next model directory (Experimental tier),",
      "co_mentions": []
    },
    {
      "reference": "record:github-search:alibaba:pulls:vllm-project/vllm-torchtpu:pull:3254:qwen3.8-flash-next",
      "kind": "editorial_mention",
      "at": "2026-11-13T19:07:08.264Z",
      "event_at": {
        "precision": "time",
        "value": "2026-11-13T06:17:47Z"
      },
      "historical": false,
      "report_intent": "incidental",
      "source": "github-search:alibaba:pulls",
      "source_label": "GitHub search · Alibaba · pulls · vllm-project/vllm-torchtpu · @DRZDONG",
      "url": "https://github.com/vllm-project/vllm-torchtpu/pull/3254",
      "quote": "Part of the Qwen3.8-Flash-Next model directory (Experimental tier),",
      "co_mentions": []
    },
    {
      "reference": "record:github-search:alibaba:pulls:vllm-project/vllm-torchtpu:pull:3255:qwen3.8-flash-next",
      "kind": "editorial_mention",
      "at": "2026-11-13T19:07:08.264Z",
      "event_at": {
        "precision": "time",
        "value": "2026-11-13T06:17:51Z"
      },
      "historical": false,
      "report_intent": "incidental",
      "source": "github-search:alibaba:pulls",
      "source_label": "GitHub search · Alibaba · pulls · vllm-project/vllm-torchtpu · @DRZDONG",
      "url": "https://github.com/vllm-project/vllm-torchtpu/pull/3255",
      "quote": "Part of the Qwen3.8-Flash-Next model directory (Experimental tier),",
      "co_mentions": []
    },
    {
      "reference": "record:github-search:alibaba:pulls:vllm-project/vllm-torchtpu:pull:3256:qwen3.8-flash-next",
      "kind": "editorial_mention",
      "at": "2026-11-13T19:07:08.264Z",
      "event_at": {
        "precision": "time",
        "value": "2026-11-13T06:18:05Z"
      },
      "historical": false,
      "report_intent": "incidental",
      "source": "github-search:alibaba:pulls",
      "source_label": "GitHub search · Alibaba · pulls · vllm-project/vllm-torchtpu · @DRZDONG",
      "url": "https://github.com/vllm-project/vllm-torchtpu/pull/3256",
      "quote": "Part of the Qwen3.8-Flash-Next model directory (Experimental tier),",
      "co_mentions": []
    }
  ],
  "offers": [],
  "dates": [
    {
      "kind": "model_release",
      "scope": {
        "kind": "model",
        "id": "Qwen/Qwen3.8-Flash-Next"
      },
      "at": {
        "precision": "day",
        "value": "2026-08-26"
      },
      "release_scope": null,
      "selected": true,
      "evidence": [
        {
          "source": "review",
          "url": "https://huggingface.co/Qwen/Qwen3.8-Flash-Next",
          "authority": "primary",
          "scope": {
            "kind": "model",
            "id": "Qwen/Qwen3.8-Flash-Next"
          },
          "detected_at": null,
          "checked_at": "2026-11-04T17:34:45.144820Z"
        }
      ]
    },
    {
      "kind": "weights_release",
      "scope": {
        "kind": "model",
        "id": "Qwen/Qwen3.8-Flash-Next"
      },
      "at": {
        "precision": "day",
        "value": "2026-08-03"
      },
      "release_scope": "official_weights_repository",
      "selected": true,
      "evidence": [
        {
          "source": "qwen-articles",
          "url": "https://qwen.ai/blog?id=8865c9dc-9833-4aa3-8c74-81c244bec7b0",
          "authority": "primary",
          "scope": {
            "kind": "model",
            "id": "Qwen/Qwen3.8-Flash-Next"
          },
          "detected_at": "2026-11-13T17:22:19.091Z",
          "checked_at": "2026-11-14T18:13:09.121Z"
        }
      ]
    },
    {
      "kind": "model_release",
      "scope": {
        "kind": "model",
        "id": "Qwen/Qwen3.8-Flash-Next"
      },
      "at": {
        "precision": "day",
        "value": "2026-08-03"
      },
      "release_scope": "public_api",
      "selected": true,
      "evidence": [
        {
          "source": "qwen-articles",
          "url": "https://qwen.ai/blog?id=8865c9dc-9833-4aa3-8c74-81c244bec7b0",
          "authority": "primary",
          "scope": {
            "kind": "model",
            "id": "Qwen/Qwen3.8-Flash-Next"
          },
          "detected_at": "2026-11-13T17:22:19.091Z",
          "checked_at": "2026-11-14T18:13:09.121Z"
        }
      ]
    },
    {
      "kind": "weights_release",
      "scope": {
        "kind": "model",
        "id": "Qwen/Qwen3.8-Flash-Next"
      },
      "at": {
        "precision": "day",
        "value": "2026-08-26"
      },
      "release_scope": "weights_repository_revision",
      "selected": true,
      "evidence": [
        {
          "source": "hf-author-artifacts:Qwen",
          "url": "https://huggingface.co/api/models/Qwen/Qwen3.8-Flash-Next/paths-info/812d96e10a0dd82b69d749e68693698cf6c36daa",
          "authority": "primary",
          "scope": {
            "kind": "model",
            "id": "Qwen/Qwen3.8-Flash-Next"
          },
          "detected_at": "2026-11-14T17:36:51.335Z",
          "checked_at": "2026-11-14T17:36:51.335Z"
        }
      ]
    }
  ],
  "vendor": "Alibaba",
  "summary": "Qwen3.8 Flash Next egy MI-modell, fejlesztője: Alibaba (nyílt súlyokkal), megjelenési dátuma: 2026-08-03. A kontextusablak mérete 262 144 token.",
  "editorial_guide": null,
  "first_seen_at": "2026-09-09T22:09:51.837Z",
  "first_reported_at": "2026-10-30T18:52:31.000Z",
  "detection": {
    "at": "2026-10-07T19:40:57.899Z",
    "kind": "catalogue_listing",
    "evidence": [
      {
        "source": "huggingface:Qwen",
        "url": "https://huggingface.co/Qwen/Qwen3.8-Flash-Next",
        "authority": "vendor_owned",
        "scope": {
          "kind": "model",
          "id": "Qwen/Qwen3.8-Flash-Next"
        },
        "detected_at": "2026-10-07T19:40:57.899Z",
        "checked_at": null
      }
    ]
  },
  "days_early": null,
  "released_at": "2026-08-03T00:00:00.000Z",
  "updated_at": "2026-11-14T17:38:50.683Z",
  "forge_facts": [
    {
      "key": "access:hf-author-artifacts:Qwen",
      "value": "public",
      "observed_at": "2026-11-12T14:58:45.076Z"
    },
    {
      "key": "access:huggingface:Qwen",
      "value": "public",
      "observed_at": "2026-11-12T15:02:49.397Z"
    },
    {
      "key": "displayName",
      "value": "Qwen3.8 Flash Next",
      "observed_at": "2026-11-12T14:58:45.076Z"
    },
    {
      "key": "library",
      "value": "transformers",
      "observed_at": "2026-11-12T15:02:49.397Z"
    },
    {
      "key": "openWeights:hf-author-artifacts:Qwen",
      "value": true,
      "observed_at": "2026-11-12T14:58:45.076Z"
    },
    {
      "key": "openWeights:huggingface:Qwen",
      "value": true,
      "observed_at": "2026-11-12T15:02:49.397Z"
    },
    {
      "key": "openWeights:modelscope:Qwen",
      "value": true,
      "observed_at": "2026-09-09T22:09:51.837Z"
    },
    {
      "key": "reviewedProvenance:contextExtension",
      "value": {
        "checkedAt": "2026-11-04T17:34:45.144820+00:00",
        "url": "https://huggingface.co/Qwen/Qwen3.8-Flash-Next"
      },
      "observed_at": "2026-11-04T17:34:45.144Z"
    },
    {
      "key": "reviewedProvenance:contextWindow",
      "value": {
        "checkedAt": "2026-11-04T17:34:45.144820+00:00",
        "url": "https://huggingface.co/Qwen/Qwen3.8-Flash-Next"
      },
      "observed_at": "2026-11-04T17:34:45.144Z"
    },
    {
      "key": "reviewedProvenance:inputModalities",
      "value": {
        "checkedAt": "2026-11-04T17:34:45.144820+00:00",
        "url": "https://huggingface.co/Qwen/Qwen3.8-Flash-Next"
      },
      "observed_at": "2026-11-04T17:34:45.144Z"
    },
    {
      "key": "reviewedProvenance:maxOutputTokens",
      "value": {
        "checkedAt": "2026-11-04T17:34:45.144820+00:00",
        "url": "https://huggingface.co/Qwen/Qwen3.8-Flash-Next"
      },
      "observed_at": "2026-11-04T17:34:45.144Z"
    },
    {
      "key": "reviewedProvenance:modelType",
      "value": {
        "checkedAt": "2026-11-04T17:34:45.144820+00:00",
        "url": "https://huggingface.co/Qwen/Qwen3.8-Flash-Next"
      },
      "observed_at": "2026-11-04T17:34:45.144Z"
    },
    {
      "key": "reviewedProvenance:openWeights",
      "value": {
        "checkedAt": "2026-11-04T17:34:45.144820+00:00",
        "url": "https://huggingface.co/Qwen/Qwen3.8-Flash-Next"
      },
      "observed_at": "2026-11-04T17:34:45.144Z"
    },
    {
      "key": "reviewedProvenance:outputModalities",
      "value": {
        "checkedAt": "2026-11-04T17:34:45.144820+00:00",
        "url": "https://huggingface.co/Qwen/Qwen3.8-Flash-Next"
      },
      "observed_at": "2026-11-04T17:34:45.144Z"
    },
    {
      "key": "reviewedProvenance:provider",
      "value": {
        "checkedAt": "2026-11-04T17:34:45.144820+00:00",
        "url": "https://huggingface.co/Qwen/Qwen3.8-Flash-Next"
      },
      "observed_at": "2026-11-04T17:34:45.144Z"
    },
    {
      "key": "reviewedProvenance:releaseDate",
      "value": {
        "checkedAt": "2026-11-04T17:34:45.144820+00:00",
        "url": "https://huggingface.co/Qwen/Qwen3.8-Flash-Next"
      },
      "observed_at": "2026-11-04T17:34:45.144Z"
    },
    {
      "key": "contextExtension",
      "value": {
        "tokens": 1000000,
        "condition": "Requires the maker-documented long-context serving/RoPE configuration; not the native default"
      },
      "observed_at": "2026-11-04T17:34:45.144820+00:00"
    },
    {
      "key": "contextWindow",
      "value": 262144,
      "observed_at": "2026-11-04T17:34:45.144820+00:00"
    },
    {
      "key": "inputModalities",
      "value": [
        "image",
        "text",
        "video"
      ],
      "observed_at": "2026-11-04T17:34:45.144820+00:00"
    },
    {
      "key": "maxOutputTokens",
      "value": null,
      "observed_at": "2026-11-04T17:34:45.144820+00:00"
    },
    {
      "key": "modelType",
      "value": "text",
      "observed_at": "2026-11-04T17:34:45.144820+00:00"
    },
    {
      "key": "openWeights",
      "value": true,
      "observed_at": "2026-11-04T17:34:45.144820+00:00"
    },
    {
      "key": "outputModalities",
      "value": [
        "text"
      ],
      "observed_at": "2026-11-04T17:34:45.144820+00:00"
    },
    {
      "key": "provider",
      "value": "Alibaba",
      "observed_at": "2026-11-04T17:34:45.144820+00:00"
    },
    {
      "key": "releaseDate",
      "value": "2026-08-26",
      "observed_at": "2026-11-04T17:34:45.144820+00:00"
    },
    {
      "key": "modelReleaseDate",
      "value": "2026-08-26",
      "observed_at": "2026-11-04T17:34:45.144820+00:00"
    },
    {
      "key": "makerStatus",
      "value": {
        "status": "access_established",
        "source_event": {
          "precision": "time",
          "value": "2026-08-03T02:00:00Z"
        },
        "basis": "explicit_maker_statement",
        "statements": [
          {
            "kind": "access_established",
            "event_at": {
              "precision": "time",
              "value": "2026-08-03T02:00:00Z"
            },
            "evidence": {
              "source": "qwen-articles",
              "url": "https://qwen.ai/blog?id=8865c9dc-9833-4aa3-8c74-81c244bec7b0",
              "authority": "primary",
              "scope": {
                "kind": "model",
                "id": "Qwen/Qwen3.8-Flash-Next"
              },
              "detected_at": "2026-11-13T17:22:19.091Z",
              "checked_at": "2026-11-14T18:13:09.121Z"
            }
          }
        ]
      },
      "observed_at": null
    },
    {
      "key": "watchFocus",
      "value": {
        "category": "unknown",
        "home_eligible": false,
        "basis": "maker_lifecycle"
      },
      "observed_at": null
    }
  ],
  "provenance": {
    "access:hf-author-artifacts:Qwen": [
      {
        "source": "hf-author-artifacts:Qwen",
        "url": null,
        "authority": "vendor_owned",
        "scope": {
          "kind": "model",
          "id": "Qwen/Qwen3.8-Flash-Next"
        },
        "detected_at": null,
        "checked_at": "2026-11-12T14:58:45.076Z"
      }
    ],
    "access:huggingface:Qwen": [
      {
        "source": "huggingface:Qwen",
        "url": null,
        "authority": "vendor_owned",
        "scope": {
          "kind": "model",
          "id": "Qwen/Qwen3.8-Flash-Next"
        },
        "detected_at": null,
        "checked_at": "2026-11-12T15:02:49.397Z"
      }
    ],
    "contextExtension": [
      {
        "source": "review",
        "url": "https://huggingface.co/Qwen/Qwen3.8-Flash-Next",
        "authority": "primary",
        "scope": {
          "kind": "model",
          "id": "Qwen/Qwen3.8-Flash-Next"
        },
        "detected_at": null,
        "checked_at": "2026-11-04T17:34:45.144820Z"
      }
    ],
    "contextWindow": [
      {
        "source": "review",
        "url": "https://huggingface.co/Qwen/Qwen3.8-Flash-Next",
        "authority": "primary",
        "scope": {
          "kind": "model",
          "id": "Qwen/Qwen3.8-Flash-Next"
        },
        "detected_at": null,
        "checked_at": "2026-11-04T17:34:45.144820Z"
      }
    ],
    "displayName": [
      {
        "source": "hf-author-artifacts:Qwen",
        "url": null,
        "authority": "vendor_owned",
        "scope": {
          "kind": "model",
          "id": "Qwen/Qwen3.8-Flash-Next"
        },
        "detected_at": null,
        "checked_at": "2026-11-12T14:58:45.076Z"
      }
    ],
    "identityAlias:qwen3.8-flash-next": [
      {
        "source": "huggingface:Qwen",
        "url": "https://huggingface.co/Qwen/Qwen3.8-Flash-Next",
        "authority": "primary",
        "scope": {
          "kind": "model",
          "id": "Qwen/Qwen3.8-Flash-Next"
        },
        "detected_at": "2026-10-07T19:40:57.899Z",
        "checked_at": "2026-11-14T18:26:12.878Z"
      }
    ],
    "inputModalities": [
      {
        "source": "review",
        "url": "https://huggingface.co/Qwen/Qwen3.8-Flash-Next",
        "authority": "primary",
        "scope": {
          "kind": "model",
          "id": "Qwen/Qwen3.8-Flash-Next"
        },
        "detected_at": null,
        "checked_at": "2026-11-04T17:34:45.144820Z"
      }
    ],
    "library": [
      {
        "source": "huggingface:Qwen",
        "url": null,
        "authority": "vendor_owned",
        "scope": {
          "kind": "model",
          "id": "Qwen/Qwen3.8-Flash-Next"
        },
        "detected_at": null,
        "checked_at": "2026-11-12T15:02:49.397Z"
      }
    ],
    "makerStatus": [
      {
        "source": "qwen-articles",
        "url": "https://qwen.ai/blog?id=8865c9dc-9833-4aa3-8c74-81c244bec7b0",
        "authority": "primary",
        "scope": {
          "kind": "model",
          "id": "Qwen/Qwen3.8-Flash-Next"
        },
        "detected_at": "2026-11-13T17:22:19.091Z",
        "checked_at": "2026-11-14T18:13:09.121Z"
      }
    ],
    "maxOutputTokens": [
      {
        "source": "review",
        "url": "https://huggingface.co/Qwen/Qwen3.8-Flash-Next",
        "authority": "primary",
        "scope": {
          "kind": "model",
          "id": "Qwen/Qwen3.8-Flash-Next"
        },
        "detected_at": null,
        "checked_at": "2026-11-04T17:34:45.144820Z"
      }
    ],
    "modelReleaseDate": [
      {
        "source": "review",
        "url": "https://huggingface.co/Qwen/Qwen3.8-Flash-Next",
        "authority": "primary",
        "scope": {
          "kind": "model",
          "id": "Qwen/Qwen3.8-Flash-Next"
        },
        "detected_at": null,
        "checked_at": "2026-11-04T17:34:45.144820Z"
      }
    ],
    "modelType": [
      {
        "source": "review",
        "url": "https://huggingface.co/Qwen/Qwen3.8-Flash-Next",
        "authority": "primary",
        "scope": {
          "kind": "model",
          "id": "Qwen/Qwen3.8-Flash-Next"
        },
        "detected_at": null,
        "checked_at": "2026-11-04T17:34:45.144820Z"
      }
    ],
    "openWeights": [
      {
        "source": "review",
        "url": "https://huggingface.co/Qwen/Qwen3.8-Flash-Next",
        "authority": "primary",
        "scope": {
          "kind": "model",
          "id": "Qwen/Qwen3.8-Flash-Next"
        },
        "detected_at": null,
        "checked_at": "2026-11-04T17:34:45.144820Z"
      }
    ],
    "openWeights:hf-author-artifacts:Qwen": [
      {
        "source": "hf-author-artifacts:Qwen",
        "url": null,
        "authority": "vendor_owned",
        "scope": {
          "kind": "model",
          "id": "Qwen/Qwen3.8-Flash-Next"
        },
        "detected_at": null,
        "checked_at": "2026-11-12T14:58:45.076Z"
      }
    ],
    "openWeights:huggingface:Qwen": [
      {
        "source": "huggingface:Qwen",
        "url": null,
        "authority": "vendor_owned",
        "scope": {
          "kind": "model",
          "id": "Qwen/Qwen3.8-Flash-Next"
        },
        "detected_at": null,
        "checked_at": "2026-11-12T15:02:49.397Z"
      }
    ],
    "openWeights:modelscope:Qwen": [
      {
        "source": "modelscope:Qwen",
        "url": null,
        "authority": "unknown",
        "scope": {
          "kind": "model",
          "id": "Qwen/Qwen3.8-Flash-Next"
        },
        "detected_at": null,
        "checked_at": "2026-09-09T22:09:51.837Z"
      }
    ],
    "outputModalities": [
      {
        "source": "review",
        "url": "https://huggingface.co/Qwen/Qwen3.8-Flash-Next",
        "authority": "primary",
        "scope": {
          "kind": "model",
          "id": "Qwen/Qwen3.8-Flash-Next"
        },
        "detected_at": null,
        "checked_at": "2026-11-04T17:34:45.144820Z"
      }
    ],
    "provider": [
      {
        "source": "review",
        "url": "https://huggingface.co/Qwen/Qwen3.8-Flash-Next",
        "authority": "primary",
        "scope": {
          "kind": "model",
          "id": "Qwen/Qwen3.8-Flash-Next"
        },
        "detected_at": null,
        "checked_at": "2026-11-04T17:34:45.144820Z"
      }
    ],
    "releaseDate": [
      {
        "source": "review",
        "url": "https://huggingface.co/Qwen/Qwen3.8-Flash-Next",
        "authority": "primary",
        "scope": {
          "kind": "model",
          "id": "Qwen/Qwen3.8-Flash-Next"
        },
        "detected_at": null,
        "checked_at": "2026-11-04T17:34:45.144820Z"
      }
    ],
    "reviewedProvenance:contextExtension": [
      {
        "source": "reviewed-claims",
        "url": null,
        "authority": "unknown",
        "scope": {
          "kind": "model",
          "id": "Qwen/Qwen3.8-Flash-Next"
        },
        "detected_at": null,
        "checked_at": "2026-11-04T17:34:45.144Z"
      }
    ],
    "reviewedProvenance:contextWindow": [
      {
        "source": "reviewed-claims",
        "url": null,
        "authority": "unknown",
        "scope": {
          "kind": "model",
          "id": "Qwen/Qwen3.8-Flash-Next"
        },
        "detected_at": null,
        "checked_at": "2026-11-04T17:34:45.144Z"
      }
    ],
    "reviewedProvenance:inputModalities": [
      {
        "source": "reviewed-claims",
        "url": null,
        "authority": "unknown",
        "scope": {
          "kind": "model",
          "id": "Qwen/Qwen3.8-Flash-Next"
        },
        "detected_at": null,
        "checked_at": "2026-11-04T17:34:45.144Z"
      }
    ],
    "reviewedProvenance:maxOutputTokens": [
      {
        "source": "reviewed-claims",
        "url": null,
        "authority": "unknown",
        "scope": {
          "kind": "model",
          "id": "Qwen/Qwen3.8-Flash-Next"
        },
        "detected_at": null,
        "checked_at": "2026-11-04T17:34:45.144Z"
      }
    ],
    "reviewedProvenance:modelType": [
      {
        "source": "reviewed-claims",
        "url": null,
        "authority": "unknown",
        "scope": {
          "kind": "model",
          "id": "Qwen/Qwen3.8-Flash-Next"
        },
        "detected_at": null,
        "checked_at": "2026-11-04T17:34:45.144Z"
      }
    ],
    "reviewedProvenance:openWeights": [
      {
        "source": "reviewed-claims",
        "url": null,
        "authority": "unknown",
        "scope": {
          "kind": "model",
          "id": "Qwen/Qwen3.8-Flash-Next"
        },
        "detected_at": null,
        "checked_at": "2026-11-04T17:34:45.144Z"
      }
    ],
    "reviewedProvenance:outputModalities": [
      {
        "source": "reviewed-claims",
        "url": null,
        "authority": "unknown",
        "scope": {
          "kind": "model",
          "id": "Qwen/Qwen3.8-Flash-Next"
        },
        "detected_at": null,
        "checked_at": "2026-11-04T17:34:45.144Z"
      }
    ],
    "reviewedProvenance:provider": [
      {
        "source": "reviewed-claims",
        "url": null,
        "authority": "unknown",
        "scope": {
          "kind": "model",
          "id": "Qwen/Qwen3.8-Flash-Next"
        },
        "detected_at": null,
        "checked_at": "2026-11-04T17:34:45.144Z"
      }
    ],
    "reviewedProvenance:releaseDate": [
      {
        "source": "reviewed-claims",
        "url": null,
        "authority": "unknown",
        "scope": {
          "kind": "model",
          "id": "Qwen/Qwen3.8-Flash-Next"
        },
        "detected_at": null,
        "checked_at": "2026-11-04T17:34:45.144Z"
      }
    ],
    "watchFocus": []
  },
  "sources": [
    {
      "url": "https://github.com/Azure/azureml-assets/pull/5452",
      "source": "GitHub search · Alibaba · pulls · Azure/azureml-assets · @hanbitmyths"
    },
    {
      "url": "https://github.com/TnzGit/dsh-superagent-prototype/pull/1",
      "source": "GitHub search · Alibaba · pulls · TnzGit/dsh-superagent-prototype · @TnzGit"
    },
    {
      "url": "https://github.com/microsoft/onnxruntime-genai/pull/2907",
      "source": "GitHub search · Alibaba · pulls · microsoft/onnxruntime-genai · @tianleiwu"
    },
    {
      "url": "https://github.com/vllm-project/vllm-torchtpu/pull/2629",
      "source": "GitHub search · Alibaba · pulls · vllm-project/vllm-torchtpu · @DRZDONG"
    },
    {
      "url": "https://github.com/vllm-project/vllm-torchtpu/pull/2895",
      "source": "GitHub search · Alibaba · pulls · vllm-project/vllm-torchtpu · @DRZDONG"
    },
    {
      "url": "https://github.com/vllm-project/vllm-torchtpu/pull/3232",
      "source": "GitHub search · Alibaba · pulls · vllm-project/vllm-torchtpu · @DRZDONG"
    },
    {
      "url": "https://github.com/vllm-project/vllm-torchtpu/pull/3233",
      "source": "GitHub search · Alibaba · pulls · vllm-project/vllm-torchtpu · @DRZDONG"
    },
    {
      "url": "https://github.com/vllm-project/vllm-torchtpu/pull/3234",
      "source": "GitHub search · Alibaba · pulls · vllm-project/vllm-torchtpu · @DRZDONG"
    },
    {
      "url": "https://github.com/vllm-project/vllm-torchtpu/pull/3235",
      "source": "GitHub search · Alibaba · pulls · vllm-project/vllm-torchtpu · @DRZDONG"
    },
    {
      "url": "https://github.com/vllm-project/vllm-torchtpu/pull/3236",
      "source": "GitHub search · Alibaba · pulls · vllm-project/vllm-torchtpu · @DRZDONG"
    },
    {
      "url": "https://github.com/vllm-project/vllm-torchtpu/pull/3237",
      "source": "GitHub search · Alibaba · pulls · vllm-project/vllm-torchtpu · @DRZDONG"
    },
    {
      "url": "https://github.com/vllm-project/vllm-torchtpu/pull/3238",
      "source": "GitHub search · Alibaba · pulls · vllm-project/vllm-torchtpu · @DRZDONG"
    },
    {
      "url": "https://github.com/vllm-project/vllm-torchtpu/pull/3239",
      "source": "GitHub search · Alibaba · pulls · vllm-project/vllm-torchtpu · @DRZDONG"
    },
    {
      "url": "https://github.com/vllm-project/vllm-torchtpu/pull/3240",
      "source": "GitHub search · Alibaba · pulls · vllm-project/vllm-torchtpu · @DRZDONG"
    },
    {
      "url": "https://github.com/vllm-project/vllm-torchtpu/pull/3241",
      "source": "GitHub search · Alibaba · pulls · vllm-project/vllm-torchtpu · @DRZDONG"
    },
    {
      "url": "https://github.com/vllm-project/vllm-torchtpu/pull/3242",
      "source": "GitHub search · Alibaba · pulls · vllm-project/vllm-torchtpu · @DRZDONG"
    },
    {
      "url": "https://github.com/vllm-project/vllm-torchtpu/pull/3243",
      "source": "GitHub search · Alibaba · pulls · vllm-project/vllm-torchtpu · @DRZDONG"
    },
    {
      "url": "https://github.com/vllm-project/vllm-torchtpu/pull/3244",
      "source": "GitHub search · Alibaba · pulls · vllm-project/vllm-torchtpu · @DRZDONG"
    },
    {
      "url": "https://github.com/vllm-project/vllm-torchtpu/pull/3245",
      "source": "GitHub search · Alibaba · pulls · vllm-project/vllm-torchtpu · @DRZDONG"
    },
    {
      "url": "https://github.com/vllm-project/vllm-torchtpu/pull/3246",
      "source": "GitHub search · Alibaba · pulls · vllm-project/vllm-torchtpu · @DRZDONG"
    },
    {
      "url": "https://github.com/vllm-project/vllm-torchtpu/pull/3247",
      "source": "GitHub search · Alibaba · pulls · vllm-project/vllm-torchtpu · @DRZDONG"
    },
    {
      "url": "https://github.com/vllm-project/vllm-torchtpu/pull/3248",
      "source": "GitHub search · Alibaba · pulls · vllm-project/vllm-torchtpu · @DRZDONG"
    },
    {
      "url": "https://github.com/vllm-project/vllm-torchtpu/pull/3249",
      "source": "GitHub search · Alibaba · pulls · vllm-project/vllm-torchtpu · @DRZDONG"
    },
    {
      "url": "https://github.com/vllm-project/vllm-torchtpu/pull/3250",
      "source": "GitHub search · Alibaba · pulls · vllm-project/vllm-torchtpu · @DRZDONG"
    },
    {
      "url": "https://github.com/vllm-project/vllm-torchtpu/pull/3251",
      "source": "GitHub search · Alibaba · pulls · vllm-project/vllm-torchtpu · @DRZDONG"
    },
    {
      "url": "https://github.com/vllm-project/vllm-torchtpu/pull/3252",
      "source": "GitHub search · Alibaba · pulls · vllm-project/vllm-torchtpu · @DRZDONG"
    },
    {
      "url": "https://github.com/vllm-project/vllm-torchtpu/pull/3253",
      "source": "GitHub search · Alibaba · pulls · vllm-project/vllm-torchtpu · @DRZDONG"
    },
    {
      "url": "https://github.com/vllm-project/vllm-torchtpu/pull/3254",
      "source": "GitHub search · Alibaba · pulls · vllm-project/vllm-torchtpu · @DRZDONG"
    },
    {
      "url": "https://github.com/vllm-project/vllm-torchtpu/pull/3255",
      "source": "GitHub search · Alibaba · pulls · vllm-project/vllm-torchtpu · @DRZDONG"
    },
    {
      "url": "https://github.com/vllm-project/vllm-torchtpu/pull/3256",
      "source": "GitHub search · Alibaba · pulls · vllm-project/vllm-torchtpu · @DRZDONG"
    },
    {
      "url": "https://huggingface.co/Qwen/Qwen3.8-Flash-Next",
      "source": "review"
    },
    {
      "url": "https://huggingface.co/api/models/Qwen/Qwen3.8-Flash-Next/paths-info/812d96e10a0dd82b69d749e68693698cf6c36daa",
      "source": "hf-author-artifacts:Qwen"
    },
    {
      "url": "https://qwen.ai/blog?id=8865c9dc-9833-4aa3-8c74-81c244bec7b0",
      "source": "qwen-articles"
    }
  ],
  "facts": {
    "context_window": 262144,
    "max_output_tokens": null,
    "input_modalities": [
      "image",
      "text",
      "video"
    ],
    "output_modalities": [
      "text"
    ],
    "open_weights": true,
    "usd_per_million": {
      "input": null,
      "output": null,
      "cached_input": null
    },
    "prices": {
      "currency": "USD",
      "unit": "per_million_tokens",
      "input": null,
      "output": null,
      "cached_input": null
    },
    "observed_at": "2026-11-12T14:58:45.076Z",
    "output_kind": "text",
    "provenance": {
      "context": {
        "key": "contextWindow",
        "observed_at": "2026-11-04T17:34:45.144Z",
        "story_updated_at": "2026-11-12T15:02:49.397Z",
        "evidence": [
          {
            "source": "review",
            "url": "https://huggingface.co/Qwen/Qwen3.8-Flash-Next",
            "authority": "primary",
            "scope": {
              "kind": "model",
              "id": "Qwen/Qwen3.8-Flash-Next"
            },
            "detected_at": null,
            "checked_at": "2026-11-04T17:34:45.144820Z"
          }
        ]
      },
      "display_name": {
        "key": "displayName",
        "observed_at": "2026-11-12T14:58:45.076Z",
        "story_updated_at": "2026-11-12T15:02:49.397Z",
        "evidence": [
          {
            "source": "hf-author-artifacts:Qwen",
            "url": null,
            "authority": "vendor_owned",
            "scope": {
              "kind": "model",
              "id": "Qwen/Qwen3.8-Flash-Next"
            },
            "detected_at": null,
            "checked_at": "2026-11-12T14:58:45.076Z"
          }
        ]
      },
      "inputs": {
        "key": "inputModalities",
        "observed_at": "2026-11-04T17:34:45.144Z",
        "story_updated_at": "2026-11-12T15:02:49.397Z",
        "evidence": [
          {
            "source": "review",
            "url": "https://huggingface.co/Qwen/Qwen3.8-Flash-Next",
            "authority": "primary",
            "scope": {
              "kind": "model",
              "id": "Qwen/Qwen3.8-Flash-Next"
            },
            "detected_at": null,
            "checked_at": "2026-11-04T17:34:45.144820Z"
          }
        ]
      },
      "open_weights": {
        "key": "openWeights",
        "observed_at": "2026-11-04T17:34:45.144Z",
        "story_updated_at": "2026-11-12T15:02:49.397Z",
        "evidence": [
          {
            "source": "review",
            "url": "https://huggingface.co/Qwen/Qwen3.8-Flash-Next",
            "authority": "primary",
            "scope": {
              "kind": "model",
              "id": "Qwen/Qwen3.8-Flash-Next"
            },
            "detected_at": null,
            "checked_at": "2026-11-04T17:34:45.144820Z"
          }
        ]
      },
      "outputs": {
        "key": "outputModalities",
        "observed_at": "2026-11-04T17:34:45.144Z",
        "story_updated_at": "2026-11-12T15:02:49.397Z",
        "evidence": [
          {
            "source": "review",
            "url": "https://huggingface.co/Qwen/Qwen3.8-Flash-Next",
            "authority": "primary",
            "scope": {
              "kind": "model",
              "id": "Qwen/Qwen3.8-Flash-Next"
            },
            "detected_at": null,
            "checked_at": "2026-11-04T17:34:45.144820Z"
          }
        ]
      },
      "provider": {
        "key": "provider",
        "observed_at": "2026-11-04T17:34:45.144Z",
        "story_updated_at": "2026-11-12T15:02:49.397Z",
        "evidence": [
          {
            "source": "review",
            "url": "https://huggingface.co/Qwen/Qwen3.8-Flash-Next",
            "authority": "primary",
            "scope": {
              "kind": "model",
              "id": "Qwen/Qwen3.8-Flash-Next"
            },
            "detected_at": null,
            "checked_at": "2026-11-04T17:34:45.144820Z"
          }
        ]
      },
      "release_date": {
        "key": "releaseDate",
        "observed_at": "2026-11-04T17:34:45.144Z",
        "story_updated_at": "2026-11-12T15:02:49.397Z",
        "evidence": [
          {
            "source": "review",
            "url": "https://huggingface.co/Qwen/Qwen3.8-Flash-Next",
            "authority": "primary",
            "scope": {
              "kind": "model",
              "id": "Qwen/Qwen3.8-Flash-Next"
            },
            "detected_at": null,
            "checked_at": "2026-11-04T17:34:45.144820Z"
          }
        ]
      }
    }
  },
  "signals": []
}