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Flan T5 Xxl

Developed by google
FLAN-T5 is an instruction-fine-tuned language model based on T5, achieving superior performance through fine-tuning on over 1,000 multilingual tasks with the same parameter count
Downloads 157.41k
Release Time : 10/21/2022

Model Overview

FLAN-T5 is an instruction-fine-tuned variant of the T5 model, supporting multiple languages and tasks, excelling in zero-shot and few-shot learning scenarios

Model Features

Multi-task Instruction Fine-tuning
Fine-tuned on over 1,000 cross-lingual tasks, significantly improving zero-shot and few-shot learning capabilities
Multilingual Support
Supports tasks in multiple languages including English, French, and German
Efficient Inference
Supports FP16 and INT8 quantized inference, capable of running on various hardware configurations

Model Capabilities

Text generation
Multilingual translation
Logical reasoning
Question answering system
Scientific knowledge answering
Boolean expression evaluation
Mathematical problem solving

Use Cases

Language Services
Multilingual Translation
Supports mutual translation between languages such as English, French, and German
High-quality translation output
Educational Assistance
Scientific Knowledge Answering
Answers various scientific questions such as chemical element properties
Accurately provides scientific facts
Logical Reasoning
Complex Problem Analysis
Handles logical problems requiring step-by-step reasoning
Can demonstrate complete reasoning processes
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