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Omniaudio 2.6B

Developed by NexaAIDev
The world's fastest and most efficient edge-deployable audio language model, a 2.6B parameter multimodal model capable of processing both text and audio inputs.
Downloads 1,149
Release Time : 12/11/2024

Model Overview

OmniAudio-2.6B is an efficient multimodal model that integrates Gemma-2-2b, Whisper turbo, and custom projection modules, enabling secure and responsive audio-text processing directly on edge devices.

Model Features

Edge-optimized deployment
Specially optimized for edge devices to achieve minimal latency and resource overhead.
Unified multimodal architecture
Integrates ASR and LLM capabilities within a single architecture, avoiding performance bottlenecks of traditional cascaded solutions.
Exceptional inference speed
Delivers 5.5x to 10.3x performance improvement on consumer-grade hardware.

Model Capabilities

Audio-text conversion
Voice dialogue
Creative content generation
Audio summarization
Voice tone adjustment

Use Cases

Offline voice interaction
Offline queries
Process voice queries in no-network environments, such as camping fire-starting instructions
Provides practical guidance
Voice assistant
Emotional support dialogue
Offers supportive responses to users' expressed emotions
Active listening and response
Content creation
Voice-to-poetry
Transforms voice prompts into creative works
Generates poetic responses
Office productivity
Meeting recording summaries
Converts lengthy recordings into concise summaries
Actionable summaries
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