Update README.md (#4)
Browse files- Update README.md (2706f2188d24428e1a6bfa6e4702001a58c67d09)
Co-authored-by: Yoach Lacombe <ylacombe@users.noreply.huggingface.co>
README.md
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@@ -3,6 +3,9 @@ license: mit
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language:
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- en
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base_model: Qwen/Qwen2-0.5B
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---
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@@ -33,4 +36,67 @@ Mini-Omni is an open-source multimodel large language model that can **hear, tal
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✅ With "Audio-to-Text" and "Audio-to-Audio" **batch inference** to further boost the performance.
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**NOTE**: please refer to https://github.com/gpt-omni/mini-omni for more details.
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language:
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- en
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base_model: Qwen/Qwen2-0.5B
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tags:
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- text-to-speech
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- speech-to-speech
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---
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✅ With "Audio-to-Text" and "Audio-to-Audio" **batch inference** to further boost the performance.
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**NOTE**: please refer to the [code repository](https://github.com/gpt-omni/mini-omni) for more details.
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## Install
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Create a new conda environment and install the required packages:
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```sh
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conda create -n omni python=3.10
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conda activate omni
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git clone https://github.com/gpt-omni/mini-omni.git
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cd mini-omni
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pip install -r requirements.txt
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```
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## Quick start
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**Interactive demo**
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- start server
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```sh
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conda activate omni
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cd mini-omni
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python3 server.py --ip '0.0.0.0' --port 60808
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```
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- run streamlit demo
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NOTE: you need to run streamlit locally with PyAudio installed.
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```sh
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pip install PyAudio==0.2.14
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API_URL=http://0.0.0.0:60808/chat streamlit run webui/omni_streamlit.py
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```
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- run gradio demo
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```sh
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API_URL=http://0.0.0.0:60808/chat python3 webui/omni_gradio.py
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```
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example:
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NOTE: need to unmute first. Gradio seems can not play audio stream instantly, so the latency feels a bit longer.
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https://github.com/user-attachments/assets/29187680-4c42-47ff-b352-f0ea333496d9
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**Local test**
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```sh
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conda activate omni
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cd mini-omni
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# test run the preset audio samples and questions
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python inference.py
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```
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## Acknowledgements
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- [Qwen2](https://github.com/QwenLM/Qwen2/) as the LLM backbone.
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- [litGPT](https://github.com/Lightning-AI/litgpt/) for training and inference.
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- [whisper](https://github.com/openai/whisper/) for audio encoding.
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- [snac](https://github.com/hubertsiuzdak/snac/) for audio decoding.
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- [CosyVoice](https://github.com/FunAudioLLM/CosyVoice) for generating synthetic speech.
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- [OpenOrca](https://huggingface.co/datasets/Open-Orca/OpenOrca) and [MOSS](https://github.com/OpenMOSS/MOSS/tree/main) for alignment.
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