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Phi2 Chinese 0.2B

Developed by charent
A 200-million-parameter Chinese causal language model based on the Phi2 architecture, supporting text generation tasks
Downloads 65
Release Time : 12/25/2023

Model Overview

This is an experimental small Chinese model using the Phi2 architecture, trained from scratch to support text generation tasks. The project has open-sourced code and model weights, but the pre-training data scale is limited.

Model Features

Chinese optimization
Specifically optimized for Chinese text, including traditional to simplified conversion, full-width to half-width conversion, etc.
Efficient training for small models
Only 200 million parameters, suitable for training and inference with limited hardware resources
Complete training process
Provides a complete workflow from data cleaning, tokenizer training to pre-training, instruction fine-tuning, and RLHF optimization

Model Capabilities

Chinese text generation
Q&A system
Instruction following

Use Cases

Medical consultation
Cold treatment advice
Provides coping suggestions for cold symptoms
Generates reasonable medical advice text
Company introduction
Company profile generation
Generates corporate introduction text
For example, introduction text for Apple Inc.
Daily life
Lunch recommendation
Recommends lunch options based on user needs
Generates reasonable dietary suggestions
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