{
 "product": "YFarmX Model Identity",
 "method": "tokenizer fingerprinting v1-50",
 "updated": "2026-08-22",
 "record_url": "https://yfarmx.com/ai/models/qwen/qwen3-vl-235b-a22b-thinking/",
 "citation": "YFarmX Model Identity: Qwen: Qwen3 VL 235B A22B Thinking (qwen/qwen3-vl-235b-a22b-thinking) evidence record. https://yfarmx.com/ai/models/qwen/qwen3-vl-235b-a22b-thinking/",
 "record": {
  "id": "qwen/qwen3-vl-235b-a22b-thinking",
  "slug": "qwen/qwen3-vl-235b-a22b-thinking",
  "name": "Qwen: Qwen3 VL 235B A22B Thinking",
  "lab": "Alibaba (Qwen)",
  "alias": false,
  "variant_of": null,
  "created": 1758668690,
  "new_since_20_aug": false,
  "description": "Qwen3-VL-235B-A22B Thinking is a multimodal model that unifies strong text generation with visual understanding across images and video. The Thinking model is optimized for multimodal reasoning in STEM and math....",
  "declared": {
   "tokenizer": "Qwen3",
   "modality": "text+image->text",
   "input": [
    "text",
    "image"
   ],
   "context": 131072,
   "max_output": 32768,
   "pricing": {
    "prompt": "0.0000004",
    "completion": "0.000004"
   },
   "params": [
    "frequency_penalty",
    "include_reasoning",
    "logprobs",
    "max_tokens",
    "presence_penalty",
    "reasoning",
    "repetition_penalty",
    "response_format",
    "seed",
    "stop",
    "structured_outputs",
    "temperature",
    "tool_choice",
    "tools",
    "top_k",
    "top_logprobs",
    "top_p"
   ],
   "defaults": {
    "temperature": 0.8,
    "top_p": 0.95,
    "top_k": 20,
    "frequency_penalty": null,
    "presence_penalty": null,
    "repetition_penalty": 1
   },
   "reasoning": {
    "mandatory": true
   },
   "hugging_face": "Qwen/Qwen3-VL-235B-A22B-Thinking"
  },
  "measurement": {
   "status": "pending"
  },
  "note": null,
  "api_signature": "api_76b57a1b",
  "api_matches": [],
  "identity": {
   "kind": "lineage",
   "family": null,
   "confidence": "unknown",
   "confidence_reason": null,
   "basis": [],
   "contradiction": null,
   "declared_vs_measured": "unknown"
  },
  "comparator": null,
  "neighbours": []
 }
}