{
  "schema": "onefrontier.launch-card/v1",
  "hf": {
    "repo": "Qwen/Qwen3.5-9B",
    "revision": "c202236235762e1c871ad0ccb60c8ee5ba337b9a",
    "license": "apache-2.0",
    "gated": false,
    "params_b": 9.65,
    "modality": [
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    "weight_gib": 18.0,
    "last_modified": "2026-03-02T00:51:43.000Z",
    "downloads": 6564998
  },
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    {
      "name": "root",
      "format": "bf16",
      "subdir": null,
      "source_repo": null,
      "resident_gib": 18.0,
      "host_gib": null,
      "gated": false,
      "notes": "4 weight file(s)"
    }
  ],
  "envs": [
    {
      "engine": "vllm",
      "checkpoint": "root",
      "engine_version": null,
      "image": "vllm/vllm-openai:latest",
      "argv": [
        "vllm",
        "serve",
        "Qwen/Qwen3.5-9B",
        "--trust-remote-code",
        "--tensor-parallel-size",
        "1",
        "--enable-auto-tool-choice",
        "--tool-call-parser",
        "qwen3_coder",
        "--reasoning-parser",
        "qwen3"
      ],
      "command": "vllm serve Qwen/Qwen3.5-9B \\\n  --trust-remote-code \\\n  --tensor-parallel-size 1 \\\n  --enable-auto-tool-choice \\\n  --tool-call-parser qwen3_coder \\\n  --reasoning-parser qwen3",
      "env": {
        "VLLM_USE_RUST_FRONTEND": "1"
      },
      "validated_hardware": [
        "arc_pro_b60",
        "arc_pro_b70"
      ],
      "notes": null,
      "source": {
        "kind": "vllm-recipes",
        "url": "https://recipes.vllm.ai/Qwen/Qwen3.5-9B.json",
        "fetched_at": null
      }
    }
  ],
  "hardware": {
    "gpu_models": [],
    "gpu_arch": [],
    "min_gpus": 1,
    "tp_rule": "widest published TP is 1",
    "min_vram_per_gpu_gib": null,
    "min_total_vram_gib": null,
    "min_disk_gib": 72,
    "min_host_ram_gib": null,
    "interconnect": null,
    "cuda_min": null,
    "driver_min": null,
    "context_tokens": null
  },
  "performance": "https://onefrontier.ai/Qwen/Qwen3.5-9B/performance",
  "evidence": [
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      "kind": "hf-api",
      "url": "https://huggingface.co/api/models/Qwen/Qwen3.5-9B",
      "fetched_at": null
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    {
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      "url": "https://recipes.vllm.ai/Qwen/Qwen3.5-9B.json",
      "fetched_at": null
    }
  ],
  "gaps": [
    {
      "field": "envs.sglang",
      "why": "no SGLang cookbook page matched this repo"
    },
    {
      "field": "hardware.validated",
      "why": "the only verified targets are non-GPU: arc_pro_b60, arc_pro_b70 — no GPU family was verified for this repo"
    }
  ],
  "captured_at": "2026-10-31T17:28:23Z",
  "captured_by": "hf-api + vllm-recipes + sglang-cookbook"
}