Instructions to use unity/inference-engine-minilm-v6 with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- unity-sentis
How to use unity/inference-engine-minilm-v6 with unity-sentis:
string modelName = "[Your model name here].sentis"; Model model = ModelLoader.Load(Application.streamingAssetsPath + "/" + modelName); IWorker engine = WorkerFactory.CreateWorker(BackendType.GPUCompute, model); // Please see provided C# file for more details
- Notebooks
- Google Colab
- Kaggle
| license: apache-2.0 | |
| library_name: unity-sentis | |
| pipeline_tag: sentence-similarity | |
| tags: | |
| - unity-inference-engine | |
| # Mini LM in Unity 6 with Inference Engine | |
| This is the [Mini LM v6 model](https://huggingface.co/sentence-transformers/all-MiniLM-L6-v2) model running in Unity 6 with Inference Engine. Mini LM is a sentence similarity model that compares different sentences and gives a score depending on how similar they are. | |
| ## How to Use | |
| * Create a new scene in Unity 6; | |
| * Install `com.unity.ai.inference` from the package manager; | |
| * Add the `RunMiniLM.cs` script to the Main Camera; | |
| * Drag the `MiniLMv6.onnx` asset from the `models` folder into the `Model Asset` field; | |
| * Drag the `vocab.txt` asset from the `data` folder into the `Vocab Asset` field; | |
| ## Preview | |
| Enter play mode. If working correctly the sentence similarity score will be logged to the console. | |
| ## Inference Engine | |
| Inference Engine is a neural network inference library for Unity. Find out more [here](https://docs.unity3d.com/Packages/com.unity.ai.inference@latest). |