AIbase
EN
Home
Llama 3 8B Summarization QLoRa
L

Llama 3 8B Summarization QLoRa

Developed by pkbiswas
A summarization model fine-tuned using QLoRa technology on the scitldr dataset based on Meta-Llama-3-8B
Large Language Model
TensorBoard
Open Source License:Other#Scientific Literature Summarization#QLoRa Fine-tuning#Low-resource Efficiency
Downloads 29
Release Time : 4/25/2024

Model Overview

This model is specifically optimized for scientific literature summarization tasks, suitable for extracting key information from research papers to generate concise summaries

Model Features

QLoRa Fine-tuning
Efficient fine-tuning using Quantized Low-Rank Adaptation technology to reduce resource requirements
Scientific Literature Optimization
Specially optimized for the scitldr scientific literature dataset, excelling in academic text processing
Efficient Summarization
Capable of extracting key information from complex scientific texts to generate concise summaries

Model Capabilities

Text Summarization
Scientific Literature Processing
Key Information Extraction

Use Cases

Academic Research
Automatic Paper Summarization
Automatically generates concise and accurate summaries for research papers
Validated loss of 2.4051 on the scitldr dataset
Literature Review Assistance
Helps researchers quickly browse core content of large volumes of literature
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