zephyr-7b-sft-full Open-source Conversational Model - Free Deployment for an Efficient and Smooth Chatting Experience

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Zephyr 7b Sft Full

Developed by alignment-handbook

Dialogue model fine-tuned on the ultrachat_200k dataset based on Mistral-7B

Large Language Model

Transformers

Open Source License:Apache-2.0 #Dialogue Fine-tuning #7B Parameters #Multi-GPU Optimization

Downloads 8,567

Release Time : 11/9/2023

Model Overview

This model is a large language model based on the Mistral-7B architecture, optimized through supervised fine-tuning (SFT) for dialogue generation tasks.

Model Features

Supervised Fine-Tuning Optimization

Utilizes the ultrachat_200k dialogue dataset for supervised fine-tuning to enhance dialogue generation quality

Efficient Training

Employs multi-GPU distributed training to optimize training efficiency

Optimization Strategy

Uses cosine annealing learning rate scheduling and warm-up strategies to improve training stability

Model Capabilities

Dialogue Generation

Text Completion

Instruction Following

Use Cases

Dialogue Systems

Intelligent Assistant

Can be used to build intelligent dialogue assistants

Customer Service Bot

Suitable for building automated customer service systems

Text Generation

Content Creation

Assists in creative writing and content generation

Training Loss	Epoch	Step	Validation Loss
0.9075	1.0	1090	0.9353

Property	Details
Model Type	Fine - tuned version of mistralai/Mistral-7B-v0.1
Training Data	HuggingFaceH4/ultrachat_200k

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Zephyr 7b Sft Full

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