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Causallm 14B DPO Alpha GGUF

Developed by tastypear
A 14B-parameter causal language model optimized with DPO, supporting English-Chinese text generation tasks
Downloads 2,238
Release Time : 11/25/2023

Model Overview

This is a 14B-parameter causal language model trained with Direct Preference Optimization (DPO), specifically designed for text generation tasks with bilingual English-Chinese support. The model demonstrates excellent performance on the MT-Bench benchmark, approaching GPT-3.5 levels.

Model Features

DPO Optimization
Trained using Direct Preference Optimization to align outputs with human preferences
Bilingual Support
Supports both English and Chinese text generation tasks
High Performance
Achieves 7.618868 on MT-Bench, approaching GPT-3.5 performance levels
GGUF Format Support
Provides GGUF format model files compatible with various inference clients and libraries

Model Capabilities

Text Generation
Dialogue Systems
Question Answering
Content Creation

Use Cases

Intelligent Dialogue
Chatbot
Building bilingual English-Chinese chatbots
Conversational experience approaching GPT-3.5 levels
Content Creation
Article Generation
Generating articles in English/Chinese based on prompts
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