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hunyuan-large-vision

อินพุต:$0.44576/M
เอาต์พุต:$1.33728/M
วันที่เผยแพร่:Oct 1, 2025
ยอดนิยม
ใช้งานเชิงพาณิชย์

Technical Specifications of hunyuan-large-vision

ItemDetails
Model IDhunyuan-large-vision
Provider / model familyTencent Hunyuan (Tencent HY), a general-purpose multimodal model family developed by Tencent.
Model typeLarge vision-language / multimodal model for image-to-text understanding, visual dialogue, analysis, and reasoning.
Primary modalitiesImage input with text output; designed for multimodal conversations that combine visual and textual context.
Notable family positioningTencent publicly presents its Vision line as a flagship visual-language offering within the Hunyuan family, alongside other text, image, video, and 3D models.
Typical capabilitiesImage understanding, image-based question answering, multimodal chat, content analysis, and visual reasoning.
Access patternAPI-based access through Tencent HY / Tencent Cloud-style model services; Tencent also highlights API integration as the standard way to use these capabilities.
Vendor-published exact low-level specsTencent’s public product pages clearly describe the Vision family and multimodal capabilities, but the exact public page-to-page technical specs for the specific identifier hunyuan-large-vision are limited; this CometAPI model ID should therefore be treated as the platform routing name for Tencent Hunyuan vision capability.

What is hunyuan-large-vision?

hunyuan-large-vision is CometAPI’s platform identifier for accessing Tencent Hunyuan’s large-scale vision-language capability. Tencent describes Hunyuan as a self-developed, general-purpose multimodal model family covering text, image, video, 3D, and related enterprise AI scenarios. Within that family, Tencent’s Vision offerings are positioned for multimodal interaction where users provide images and receive textual understanding, analysis, and reasoning results.

In practical terms, this model is suited for workflows where an application needs to “look” at an image and respond intelligently in natural language. That can include describing scenes, answering questions about uploaded images, extracting meaning from visual content, supporting image-grounded chat, and helping automate tasks that depend on visual understanding. Tencent’s public materials also emphasize end-to-end multimodal usability across document, OCR-like, and visual analysis scenarios, which reinforces the model family’s role in enterprise image understanding pipelines.

Main features of hunyuan-large-vision

  • Multimodal image understanding: Accepts image context and produces text responses for recognition, interpretation, and explanation tasks.
  • Visual question answering: Suitable for asking natural-language questions about an image and receiving grounded answers based on the visual input.
  • Image-grounded dialogue: Supports conversational use cases where users iteratively ask follow-up questions about the same visual input.
  • Reasoning over visual content: Tencent positions its vision models for analysis and reasoning, not just captioning, making them useful for higher-value automation scenarios.
  • Enterprise multimodal fit: Part of a broader Tencent HY ecosystem built for content production, knowledge workflows, and business automation.
  • API-friendly deployment: Tencent highlights API integration and ease of use as a core product trait, which aligns well with CometAPI-based integration.
  • Related document and OCR ecosystem: Public Hunyuan vision materials also show strong support for OCR, document parsing, information extraction, subtitle extraction, translation, and document QA in adjacent vision products, indicating a strong broader visual-understanding stack.

How to access and integrate hunyuan-large-vision

Step 1: Sign Up for API Key

Sign up on CometAPI and generate your API key from the dashboard. Once you have the key, store it securely and use it to authenticate all requests to the hunyuan-large-vision model.

Step 2: Send Requests to hunyuan-large-vision API

Use the standard OpenAI-compatible API format supported by CometAPI, and set model to hunyuan-large-vision.

curl https://api.cometapi.com/v1/chat/completions \
  -H "Content-Type: application/json" \
  -H "Authorization: Bearer $COMETAPI_API_KEY" \
  -d '{
    "model": "hunyuan-large-vision",
    "messages": [
      {
        "role": "user",
        "content": [
          { "type": "text", "text": "Describe this image and identify the key objects." },
          { "type": "image_url", "image_url": { "url": "https://example.com/image.jpg" } }
        ]
      }
    ]
  }'

Step 3: Retrieve and Verify Results

Parse the JSON response, read the model output from the first choice, and verify that the returned result matches your task requirements. For production use, you should also validate output structure, add retries, and log responses for observability when calling hunyuan-large-vision.

ราคาสำหรับ hunyuan-large-vision

สำรวจราคาที่แข่งขันได้สำหรับ hunyuan-large-vision ที่ออกแบบมาให้เหมาะสมกับงบประมาณและความต้องการการใช้งานที่หลากหลาย แผนการบริการที่ยืดหยุ่นของเรารับประกันว่าคุณจะจ่ายเฉพาะสิ่งที่คุณใช้เท่านั้น ทำให้สามารถขยายขนาดได้ง่ายเมื่อความต้องการของคุณเพิ่มขึ้น ค้นพบว่า hunyuan-large-vision สามารถยกระดับโปรเจกต์ของคุณได้อย่างไรในขณะที่ควบคุมต้นทุนให้อยู่ในระดับที่จัดการได้

Comet Price (USD / M Tokens)Official Price (USD / M Tokens)Discount
อินพุต:$0.44576/M
เอาต์พุต:$1.33728/M
อินพุต:$0.5572/M
เอาต์พุต:$1.6716/M
-20%

โค้ดตัวอย่างและ API สำหรับ hunyuan-large-vision

เข้าถึงโค้ดตัวอย่างที่ครอบคลุมและทรัพยากร API สำหรับ hunyuan-large-vision เพื่อปรับปรุงกระบวนการผสานรวมของคุณ เอกสารประกอบที่มีรายละเอียดของเราให้คำแนะนำทีละขั้นตอน ช่วยให้คุณใช้ประโยชน์จากศักยภาพเต็มรูปแบบของ hunyuan-large-vision ในโครงการของคุณ