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:
Bounding Box Visualization,Pixelate Visualization,Circle Visualization,SIFT,Absolute Static Crop,Instance Segmentation Model,Crop Visualization,Image Threshold,Image Slicer,Image Blur,Triangle Visualization,Stability AI Image Generation,Image Preprocessing,Label Visualization,Polygon Zone Visualization,Stability AI Inpainting,Multi-Label Classification Model,Keypoint Visualization,Line Counter Visualization,Reference Path Visualization,Corner Visualization,Stitch Images,Image Convert Grayscale,Dynamic Crop,Halo Visualization,Perspective Correction,Camera Focus,Object Detection Model,Single-Label Classification Model,Model Comparison Visualization,Grid Visualization,Color Visualization,Dot Visualization,Polygon Visualization,Background Color Visualization,Camera Calibration,Image Slicer,Relative Static Crop,Image Contours,Blur Visualization,Classification Label Visualization,Trace Visualization,Keypoint Detection Model,Mask Visualization,Ellipse Visualization,SIFT Comparison - 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"
}