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Decilm 6b Instruct

Developed by Deci
DeciLM 6B-Instruct Model is an English language model specifically designed for short-format instruction following, trained using LoRA fine-tuning technology based on DeciLM 6B
Downloads 105
Release Time : 9/13/2023

Model Overview

An instruction-following model optimized from DeciLM 6B, suitable for business and research applications in English, adaptable to other language environments through fine-tuning

Model Features

Efficient Inference
Utilizes variable grouped-query attention mechanism to significantly improve inference efficiency
Instruction Optimization
Designed specifically for short-format instruction following scenarios, fine-tuned on OpenOrca dataset
High Performance
Excellent performance across multiple benchmarks, such as ARC Challenge (44.43), HellaSwag (74.57), etc.

Model Capabilities

English text generation
Instruction understanding and execution
Q&A systems
Knowledge reasoning

Use Cases

Business Applications
Customer Support Assistant
Used to build automated customer service systems for handling common FAQs
Education Research
Teaching Assistant
Generates teaching materials and step-by-step instructional guides
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