data/model_data_json/Danswer_intent-model.json

{
    "model_id": "Danswer/intent-model",
    "downloads": 193706,
    "tags": [
        "keras",
        "tf",
        "distilbert",
        "en",
        "license:mit",
        "region:us"
    ],
    "description": "--- license: mit language: - en library_name: keras --- # Model Card for Model ID <!-- Provide a quick summary of what the model is/does. --> This model is used to classify the user-intent for the Danswer project, visit ## Model Details Multiclass classifier on top of distilbert-base-uncased ### Model Description <!-- Provide a longer summary of what this model is. --> Classifies user intent of queries into categories including: 0: Keyword Search 1: Semantic Search 2: Direct Question Answering - **Developed by:** [DanswerAI] - **License:** [MIT] - **Finetuned from model [optional]:** [distilbert-base-uncased] ### Model Sources [optional] <!-- Provide the basic links for the model. --> - **Repository:** [ - **Demo [optional]:** [Upcoming!] ## Uses <!-- Address questions around how the model is intended to be used, including the foreseeable users of the model and those affected by the model. --> This model is intended to be used in the Danswer Question-Answering System ## Bias, Risks, and Limitations <!-- This section is meant to convey both technical and sociotechnical limitations. --> This model has a very small dataset maintained by DanswerAI. If interested, reach out to danswer.dev@gmail.com. ### Recommendations <!-- This section is meant to convey recommendations with respect to the bias, risk, and technical limitations. --> This model is intended to be used in the Danswer (QA System) ## How to Get Started with the Model",
    "model_explanation_gemini": "Classifies user queries into intent categories (keyword search, semantic search, or direct question answering) for the Danswer question-answering system."
}