unityaisolutions/adapter-merger

Merges a Lora adapter back with its base model.

Public

1 run

Run unityaisolutions/adapter-merger with an API

Use one of our client libraries to get started quickly. Clicking on a library will take you to the Playground tab where you can tweak different inputs, see the results, and copy the corresponding code to use in your own project.

Input schema

The fields you can use to run this model with an API. If you don't give a value for a field its default value will be used.

Field	Type	Default value	Description
lora_adapter	string		Path to the uploaded LoRA adapter (e.g., adapter_model.bin or a directory)
base_model_name	string		HuggingFace model ID of the original base model (e.g., 'meta-llama/Llama-2-7b-hf')
use_unsloth	boolean	False	Whether to use Unsloth for optimized merging

{
  "type": "object",
  "title": "Input",
  "required": [
    "lora_adapter",
    "base_model_name"
  ],
  "properties": {
    "use_unsloth": {
      "type": "boolean",
      "title": "Use Unsloth",
      "default": false,
      "x-order": 2,
      "description": "Whether to use Unsloth for optimized merging"
    },
    "lora_adapter": {
      "type": "string",
      "title": "Lora Adapter",
      "format": "uri",
      "x-order": 0,
      "description": "Path to the uploaded LoRA adapter (e.g., adapter_model.bin or a directory)"
    },
    "base_model_name": {
      "type": "string",
      "title": "Base Model Name",
      "x-order": 1,
      "description": "HuggingFace model ID of the original base model (e.g., 'meta-llama/Llama-2-7b-hf')"
    }
  }
}

Output schema

The shape of the response you’ll get when you run this model with an API.

Schema

{
  "type": "string",
  "title": "Output",
  "format": "uri"
}