SmolVLM2¶
Class: SmolVLM2BlockV1
Source: inference.core.workflows.core_steps.models.foundation.smolvlm.v1.SmolVLM2BlockV1
This workflow block runs SmolVLM2, a multimodal vision-language model. You can ask questions about images -- including documents and photos -- and get answers in natural language.
Type identifier¶
Use the following identifier in step "type" field: roboflow_core/smolvlm2@v1to add the block as
as step in your workflow.
Properties¶
| Name | Type | Description | Refs |
|---|---|---|---|
name |
str |
Enter a unique identifier for this step.. | ❌ |
prompt |
str |
Optional text prompt to provide additional context to SmolVLM2. Otherwise it will just be None. | ❌ |
model_version |
str |
The SmolVLM2 model to be used for inference.. | ✅ |
The Refs column marks possibility to parametrise the property with dynamic values available
in workflow runtime. See Bindings for more info.
Available Connections¶
Compatible Blocks
Check what blocks you can connect to SmolVLM2 in version v1.
- inputs:
Heatmap Visualization,Pixelate Visualization,Halo Visualization,Bounding Box Visualization,Halo Visualization,Contrast Equalization,Triangle Visualization,Grid Visualization,Trace Visualization,Dot Visualization,Ellipse Visualization,Image Contours,Dynamic Crop,Image Convert Grayscale,Corner Visualization,Polygon Zone Visualization,Circle Visualization,Model Comparison Visualization,Background Subtraction,Image Slicer,Camera Calibration,Image Threshold,Stability AI Outpainting,Keypoint Visualization,Text Display,Multi-Label Classification Model,Single-Label Classification Model,Relative Static Crop,Keypoint Detection Model,Crop Visualization,Stability AI Inpainting,Stitch Images,Blur Visualization,SIFT Comparison,Perspective Correction,Reference Path Visualization,Image Blur,Camera Focus,QR Code Generator,Camera Focus,Line Counter Visualization,Color Visualization,Morphological Transformation,Instance Segmentation Model,Object Detection Model,Image Slicer,Icon Visualization,Background Color Visualization,Absolute Static Crop,Label Visualization,Image Preprocessing,Classification Label Visualization,SIFT,Mask Visualization,Stability AI Image Generation,Depth Estimation,Polygon Visualization,Polygon Visualization - outputs:
Detections Consensus
Input and Output Bindings¶
The available connections depend on its binding kinds. Check what binding kinds
SmolVLM2 in version v1 has.
Bindings
-
input
images(image): The image to infer on..model_version(roboflow_model_id): The SmolVLM2 model to be used for inference..
-
output
parsed_output(dictionary): Dictionary.
Example JSON definition of step SmolVLM2 in version v1
{
"name": "<your_step_name_here>",
"type": "roboflow_core/smolvlm2@v1",
"images": "$inputs.image",
"prompt": "What is in this image?",
"model_version": "smolvlm2/smolvlm-2.2b-instruct"
}