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Ichigo Llama3.1 S Instruct V0.3 Phase 3

Developed by homebrewltd
Ichigo-llama3s is a large language model series that supports both audio and text input, focusing on enhancing speech understanding capabilities and user interaction experience.
Downloads 43
Release Time : 9/25/2024

Model Overview

This model is developed based on the Llama-3 architecture, natively supporting both audio and text input, with a focus on improving the ability to handle unclear inputs and multi-turn dialogues, primarily used for research applications.

Model Features

Multimodal Input Support
Natively supports both audio and text input methods, capable of processing mixed inputs of speech tokens and text tokens.
Enhanced Speech Understanding
Specially optimized for handling unclear inputs and multi-turn dialogues, improving user interaction experience.
Efficient Training
Utilizes the latest FSDP2 training code implemented with the torchtune library, achieving high training efficiency.

Model Capabilities

Speech Understanding
Text Generation
Multi-turn Dialogue Handling
Unclear Input Handling

Use Cases

Research Applications
Speech Language Model Research
Used to explore the speech understanding capabilities of large language models
Achieved a GPT-4-O score of 3.64-3.68 in the AudioBench evaluation
Human-Computer Interaction Research
Used to study more natural human-computer dialogue systems
Optimized the ability to handle unclear inputs and multi-turn dialogues
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