Browse and Use Models
Model Hub Website
All models uploaded to our Model Hub are accessible for infrence through OpenGradient. To browse all available models on OpenGradient, you can go to OpenGradient Hub, our frontend for the Model Hub:
On our Hub website, you can find models of various types and use-cases, including: LLMs, Risk models, Dynamic fee models, Image Generation, and more. There are no restrictions on the types of models you can upload and find.
Pre-deployed Models
Below, we compiled a list of commonly used models we pre-deployed to OpenGradient. You might find these useful for generic tasks:
| Model Name | Type | Model CID |
|---|---|---|
| Llama-3-8B-Instruct | Text Generation | meta-llama/Meta-Llama-3-8B-Instruct |
| Llama-3.2-3B-Instruct | Text Generation | meta-llama/Llama-3.2-3B-Instruct |
| Mistral-7B-Instruct | Text Generation | mistralai/Mistral-7B-Instruct-v0.3 |
Using Models
Models uploaded to our Hub can be used directly on the OpenGradient network either through native smart contracts or through our Python SDK.
When you want to use a specific model, the first step is to obtain its unique CID from Portal. The CID needs to point to an executable (i.e. ONNX) model file, e.g., dynamic_fee_model.onnx.