{
  "schema": "onefrontier.launch-card/v1",
  "hf": {
    "repo": "Qwen/Qwen3-VL-8B-Instruct",
    "revision": "0c351dd01ed87e9c1b53cbc748cba10e6187ff3b",
    "license": "apache-2.0",
    "gated": false,
    "params_b": 8.77,
    "modality": [
      "image-text-to-text"
    ],
    "weight_gib": 16.3,
    "last_modified": "2025-10-15T16:16:59.000Z",
    "downloads": 6863911
  },
  "checkpoints": [
    {
      "name": "root",
      "format": "bf16",
      "subdir": null,
      "source_repo": null,
      "resident_gib": 16.3,
      "host_gib": null,
      "gated": false,
      "notes": "4 weight file(s)"
    }
  ],
  "envs": [],
  "hardware": {
    "gpu_models": [],
    "gpu_arch": [],
    "min_gpus": 1,
    "tp_rule": "no published TP; single-GPU or unstated",
    "min_vram_per_gpu_gib": null,
    "min_total_vram_gib": null,
    "min_disk_gib": 70,
    "min_host_ram_gib": null,
    "interconnect": null,
    "cuda_min": null,
    "driver_min": null,
    "context_tokens": null
  },
  "performance": "https://onefrontier.ai/Qwen/Qwen3-VL-8B-Instruct/performance",
  "evidence": [
    {
      "kind": "hf-api",
      "url": "https://huggingface.co/api/models/Qwen/Qwen3-VL-8B-Instruct",
      "fetched_at": null
    }
  ],
  "gaps": [
    {
      "field": "envs.vllm",
      "why": "no published vLLM recipe for this repo"
    },
    {
      "field": "envs.sglang",
      "why": "no SGLang cookbook page matched this repo"
    },
    {
      "field": "hardware.validated",
      "why": "no source marks a hardware family verified"
    }
  ],
  "captured_at": "2026-10-31T17:28:21Z",
  "captured_by": "hf-api + vllm-recipes + sglang-cookbook"
}