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Upload folder using huggingface_hub

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+ ---
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+ license: mit
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+ tags:
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+ - respiratory-sound
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+ - medical-ai
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+ - audio-generation
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+ - audio-classification
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+ language:
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+ - en
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+ - zh
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+ ---
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+
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+ # Resp-Agent Models
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+
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+ Model weights for **Resp-Agent** - An intelligent respiratory sound analysis and generation system.
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+
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+ πŸ“¦ **GitHub Repository**: [AustinZhang/Resp-Agent](https://github.com/AustinZhang/Resp-Agent)
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+
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+ ## πŸ“ Contents
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+
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+ | Model | Size | Description |
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+ |-------|------|-------------|
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+ | **Diagnoser/checkpoints/longformer** | 952 MB | Fine-tuned Longformer for EHR + audio analysis |
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+ | **Diagnoser/pretrained_models** | 695 MB | BEATs & Tokenizer pretrained weights |
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+ | **Generator/checkpoints/llm** | 3.8 GB | Fine-tuned LLM for audio generation |
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+ | **Generator/checkpoints/flow** | 2.0 GB | CFM flow matching model |
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+ | **Generator/pretrained_models** | 695 MB | BEATs & Tokenizer pretrained weights |
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+ | **audio_descriptions.jsonl** | 87 MBΓ—2 | Audio description data |
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+
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+ > **Note**: DeepSeek-R1 model is **NOT** included here. Please download separately from:
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+ > πŸ”— [deepseek-ai/DeepSeek-R1-Distill-Qwen-7B](https://huggingface.co/deepseek-ai/DeepSeek-R1-Distill-Qwen-7B)
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+
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+ ## πŸš€ Quick Download
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+
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+ ### Option 1: Using download script (Recommended)
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+
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+ ```bash
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+ # Clone the GitHub repo first
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+ git clone https://github.com/AustinZhang/Resp-Agent.git
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+ cd Resp-Agent
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+
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+ # Run the download script
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+ python download_models.py
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+ ```
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+
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+ ### Option 2: Using huggingface_hub
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+
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+ ```python
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+ from huggingface_hub import snapshot_download
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+
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+ # Download all models
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+ snapshot_download(
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+ repo_id="AustinZhang/resp-agent-models",
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+ local_dir="./",
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+ ignore_patterns=["*.md", ".gitattributes"]
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+ )
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+
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+ # Download DeepSeek-R1 separately
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+ snapshot_download(
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+ repo_id="deepseek-ai/DeepSeek-R1-Distill-Qwen-7B",
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+ local_dir="./Diagnoser/checkpoints/deepseek-r1"
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+ )
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+ ```
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+
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+ ### Option 3: Git LFS
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+
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+ ```bash
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+ git lfs install
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+ git clone https://huggingface.co/AustinZhang/resp-agent-models
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+ ```
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+
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+ ## πŸ“‚ Expected Directory Structure
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+
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+ After downloading, your project should look like:
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+
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+ ```
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+ Resp-Agent/
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+ β”œβ”€β”€ Diagnoser/
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+ β”‚ β”œβ”€β”€ checkpoints/
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+ β”‚ β”‚ β”œβ”€β”€ deepseek-r1/ # From deepseek-ai/DeepSeek-R1-Distill-Qwen-7B
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+ β”‚ β”‚ └── longformer/ # From this repo
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+ β”‚ └── pretrained_models/ # From this repo
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+ └── Generator/
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+ β”œβ”€β”€ checkpoints/
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+ β”‚ β”œβ”€β”€ llm/ # From this repo
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+ β”‚ └── flow/ # From this repo
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+ └── pretrained_models/ # From this repo
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+ ```
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+
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+ ## πŸ™ Acknowledgements
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+
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+ - [BEATs](https://github.com/microsoft/unilm/tree/master/beats) - Audio pre-training framework
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+ - [DeepSeek-R1](https://github.com/deepseek-ai/DeepSeek-R1) - Reasoning model
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+ - [Longformer](https://github.com/allenai/longformer) - Long document transformer
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+
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+ ## πŸ“„ License
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+
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+ These model weights are released for academic research purposes only.