AIbase
EN
Home
Minilm NaturalQuestions
M

Minilm NaturalQuestions

Developed by remunds
A model fine-tuned on the NaturalQuestions dataset based on microsoft/MiniLM-L12-H384-uncased, suitable for question-answering tasks
Large Language Model
Transformers
Open Source License:MIT#Q&A System#Small Model Fine-tuning#NLP Question Answering
Downloads 31
Release Time : 1/30/2023

Model Overview

This model is a lightweight language model based on the MiniLM architecture, fine-tuned on the NaturalQuestions dataset, primarily used for open-domain question-answering tasks.

Model Features

Lightweight Architecture
Based on the 12-layer MiniLM architecture with moderate parameter size, suitable for resource-constrained environments
Question-Answering Optimization
Fine-tuned on the NaturalQuestions dataset, optimized for question-answering tasks
Efficient Inference
Compared to large language models, it offers faster inference speed and lower memory requirements

Model Capabilities

Open-domain Question Answering
Text Understanding
Information Retrieval

Use Cases

Q&A System
Fact-based Question Answering
Answering fact-based open-domain questions
Knowledge Base Query
Retrieving answers from structured or unstructured knowledge bases
Educational Applications
Learning Assistance
Helping students answer learning-related questions
Featured Recommended AI Models
AIbase
Empowering the Future, Your AI Solution Knowledge Base
EnglishįŽ€äŊ“中文įšéĢ”中文ãĢãģんご
Š 2025AIbase