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VISION & IMAGE

Florence-2 Large

Florence-2 Large is a 777M-parameter vision-language model from Microsoft, suited to detection & captioning. It runs with a 1K-token context window.

Specifications

Provider
Microsoft
Type
Vision-language model
Category
Vision & image
Parameters
777M
Context window
1K tokens
License
mit
API endpoint
/v1/chat/completions
Model ID
florence-2-large

About Florence-2 Large

This is a continued pretrained version of Florence-2-large model with 4k context length, only 0.1B samples are used for continue pretraining, thus it might not be trained well. In addition, OCR task has been updated with line separator ('\n'). COCO OD AP 39.8

  • transformers
  • pytorch
  • safetensors
  • florence2
  • image-text-to-text
  • vision
  • custom_code

Hugging Face · 403,113 downloads · 1,889 likes

Florence-2 Large API example

Chat completions through the OpenAI-compatible Denizen Blu One API. Point any OpenAI SDK at api.denizenblu.com/v1, set model to florence-2-large and send the request.

curl https://api.denizenblu.com/v1/chat/completions \
  -H "Authorization: Bearer $DENIZEN_API_KEY" \
  -H "Content-Type: application/json" \
  -d '{
    "model": "florence-2-large",
    "messages": [{ "role": "user", "content": "Hello, blue world." }]
  }'

Need keys, streaming or error codes? See the API docs, or try it first in the playground.

Included in every plan

Florence-2 Large is part of the flat-rate catalog, so you never pay per token to use it. Plans differ by usage limits, concurrency and support, not by whether this model is available.

  • Explorer$11 a year
  • Creator$31 a year
  • Professional$51 a year
  • Ultimate$101 a year
  • EnterpriseContact sales

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