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Florence-2 Large

MultimodalAvailable
by CommunityModel ID: florence-2-large

Microsoft Florence-2 Large. Unified prompt-based vision foundation model for captioning, detection, segmentation and OCR with a single 770M-param backbone.

Try itGet API keyCompare
Price
≈ $0.0012/run
Input → output
Text + Image → Text
Developer
Community
Updated
September 23, 2026
01

Playground

Try Florence-2 Large

Input & output

≈ $0.0012/run
Try Florence-2 Large

0 / 4,000

User message or task instruction

Image URL to analyze

Advanced settings (2)
Output
The answer appears here.

This run

about $0.0012 · 0.12 credits

$0.0036 (0.36 credits) are reserved at the start; the actual GPU time is billed.

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10 free credits ($0.10) when you sign up with Google

Usable 24 hours after sign-up, up to 5 runs per day and at most 2 credits per run. Other sign-in methods start without credits. Enough for 27 runs of this model.

02

Examples

Real outputs from the public examples of this model on Replicate, with the prompt and settings that produced them. They were not generated live on this page.
  • Example output 1 from Florence-2 LargeOpen full size
    InputInput

    No text prompt: the model only takes the input shown.

  • Example output 2 from Florence-2 LargeOpen full size
    InputInput

    No text prompt: the model only takes the input shown.

  • Example output 3 from Florence-2 LargeOpen full size
    InputInput

    No text prompt: the model only takes the input shown.

03

About Florence-2 Large

TL;DRAs of September 23, 2026

Florence-2 Large is a model by Community in the Multimodal category. On Railwail, Florence-2 Large costs ≈ $0.0012 per run.

04

Pricing

Prices in US dollars. Usage is charged from prepaid credits.
Typical run (≈ 1 s on L40S)$0.0012 per run
GPU time (L40S)$0.00117 per GPU second
  • Billed by the GPU time the run actually takes. When the run starts, 3× the typical price is reserved from your balance and settled afterwards.
  • 1 credit = $0.01

Cost calculator

Price calculator

s

Typical according to the provider: about 1 s

Total

$0.12

12 credits

Per run

$0.0012 · 0.12 credits

Billed by the actual GPU time; this is an estimate.

05

API

Call Florence-2 Large with your Railwail API key. Use this model ID in the request:
florence-2-largeAPI documentationGet an API key

No verified API example

The public API passes a different input format than this model needs. Use the playground above.

06

Specifications

Model ID
florence-2-large
Developer
Community
Category
Multimodal
Input
Text, Image
Output
Text
Billing
By usage (tokens or GPU time)
Catalog entry updated
September 23, 2026

Input parameters

Inputs and settings from the model's input schema. The example in the API section shows which of them the API accepts.

  • promptrequired

    User message or task instruction

    Type: Text
    Default: –
    Allowed values: up to 4,000 characters
  • task
    Type: Choice
    Default: caption
    Allowed values: caption, detailed_caption, ocr, object_detection, or segmentation
  • image_url

    Image URL to analyze

    Type: Text
    Default: –
    Allowed values: –
  • max_tokens
    Type: Integer
    Default: 1024
    Allowed values: 1 to 4,096
  • temperature
    Type: Number
    Default: 0.7
    Allowed values: 0 to 2

Tags

  • replicate
  • multimodal
  • vision-understanding
  • microsoft
  • open-weights
07

Frequently asked questions

What is Florence-2 Large?

Florence-2 Large is a model by Community in the Multimodal category.

How much does Florence-2 Large cost on Railwail?

On Railwail, Florence-2 Large costs ≈ $0.0012 per run. You are charged for what each request actually uses. Usage is paid from prepaid credits; 1 credit equals $0.01.

Which settings does Florence-2 Large support?

According to its input schema, Florence-2 Large knows these parameters: prompt (up to 4,000 characters), task (caption, detailed_caption, ocr, object_detection, or segmentation), image_url, max_tokens (1 to 4,096), and temperature (0 to 2).

How fast is Florence-2 Large?

There are not enough measured runs of Florence-2 Large on Railwail yet to state a run time. It depends on the input, the settings and the load at the provider.

Is Florence-2 Large better than BLIP?

That depends on the task. Florence-2 Large (Community) and BLIP (Salesforce) are both models in the Multimodal category. The comparison page shows their prices and specifications side by side.

Compare Florence-2 Large and BLIP

Can Florence-2 Large process images?

Yes. Florence-2 Large accepts images as input in addition to text.

08

Comparable models

All in this category
  • BLIPSalesforce

    Salesforce BLIP. Vision-language model for image captioning and visual question answering. Given an image it writes a short natural-language caption, or answers a question about the image when one is supplied. A widely used baseline for automatic captioning.

    ≈ $0.00030/run

    75 % cheaper per unit

    Compare Florence-2 Large vs. BLIP
  • CLIP InterrogatorCommunity

    pharmapsychotic's CLIP Interrogator. Takes an image and produces a Stable-Diffusion-style text prompt by combining BLIP captioning with CLIP to rank likely subjects, artists, mediums and styles. Commonly used to reverse-engineer a prompt from an existing picture.

    ≈ $0.0457/run

    3,708 % more expensive per unit

    Compare Florence-2 Large vs. CLIP Interrogator
  • Depth Anything v2Community

    Monocular depth-estimation model trained on 595k labeled and 62M unlabeled images. Strong zero-shot generalization in indoor and outdoor scenes.

    ≈ $0.0050/run

    317 % more expensive per unit

    Compare Florence-2 Large vs. Depth Anything v2

All models through one API

One API key for every model on Railwail. Usage is charged from prepaid credits, 1 credit = $0.01.

Get API keyBrowse all models