Upload folder using huggingface_hub
Browse files- .gitattributes +2 -34
- Diagnoser/audio_descriptions.jsonl +3 -0
- Diagnoser/checkpoints/longformer/best_longformer_loss_0.3374_epoch_2.pth +3 -0
- Diagnoser/pretrained_models/BEATs_iter3_plus_AS2M.pt +3 -0
- Diagnoser/pretrained_models/Tokenizer_iter3_plus_AS2M.pt +3 -0
- Generator/audio_descriptions.jsonl +3 -0
- Generator/checkpoints/flow/best_ep5_val_loss_0.0638_step164485.pt +3 -0
- Generator/checkpoints/llm/best_model_loss_1.2393_epoch_3.pth +3 -0
- Generator/pretrained_models/BEATs_iter3_plus_AS2M.pt +3 -0
- Generator/pretrained_models/Tokenizer_iter3_plus_AS2M.pt +3 -0
- README.md +98 -0
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---
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| 2 |
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license: mit
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| 3 |
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tags:
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| 4 |
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- respiratory-sound
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| 5 |
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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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| 12 |
+
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| 13 |
+
# Resp-Agent Models
|
| 14 |
+
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| 15 |
+
Model weights for **Resp-Agent** - An intelligent respiratory sound analysis and generation system.
|
| 16 |
+
|
| 17 |
+
π¦ **GitHub Repository**: [AustinZhang/Resp-Agent](https://github.com/AustinZhang/Resp-Agent)
|
| 18 |
+
|
| 19 |
+
## π Contents
|
| 20 |
+
|
| 21 |
+
| Model | Size | Description |
|
| 22 |
+
|-------|------|-------------|
|
| 23 |
+
| **Diagnoser/checkpoints/longformer** | 952 MB | Fine-tuned Longformer for EHR + audio analysis |
|
| 24 |
+
| **Diagnoser/pretrained_models** | 695 MB | BEATs & Tokenizer pretrained weights |
|
| 25 |
+
| **Generator/checkpoints/llm** | 3.8 GB | Fine-tuned LLM for audio generation |
|
| 26 |
+
| **Generator/checkpoints/flow** | 2.0 GB | CFM flow matching model |
|
| 27 |
+
| **Generator/pretrained_models** | 695 MB | BEATs & Tokenizer pretrained weights |
|
| 28 |
+
| **audio_descriptions.jsonl** | 87 MBΓ2 | Audio description data |
|
| 29 |
+
|
| 30 |
+
> **Note**: DeepSeek-R1 model is **NOT** included here. Please download separately from:
|
| 31 |
+
> π [deepseek-ai/DeepSeek-R1-Distill-Qwen-7B](https://huggingface.co/deepseek-ai/DeepSeek-R1-Distill-Qwen-7B)
|
| 32 |
+
|
| 33 |
+
## π Quick Download
|
| 34 |
+
|
| 35 |
+
### Option 1: Using download script (Recommended)
|
| 36 |
+
|
| 37 |
+
```bash
|
| 38 |
+
# Clone the GitHub repo first
|
| 39 |
+
git clone https://github.com/AustinZhang/Resp-Agent.git
|
| 40 |
+
cd Resp-Agent
|
| 41 |
+
|
| 42 |
+
# Run the download script
|
| 43 |
+
python download_models.py
|
| 44 |
+
```
|
| 45 |
+
|
| 46 |
+
### Option 2: Using huggingface_hub
|
| 47 |
+
|
| 48 |
+
```python
|
| 49 |
+
from huggingface_hub import snapshot_download
|
| 50 |
+
|
| 51 |
+
# Download all models
|
| 52 |
+
snapshot_download(
|
| 53 |
+
repo_id="AustinZhang/resp-agent-models",
|
| 54 |
+
local_dir="./",
|
| 55 |
+
ignore_patterns=["*.md", ".gitattributes"]
|
| 56 |
+
)
|
| 57 |
+
|
| 58 |
+
# Download DeepSeek-R1 separately
|
| 59 |
+
snapshot_download(
|
| 60 |
+
repo_id="deepseek-ai/DeepSeek-R1-Distill-Qwen-7B",
|
| 61 |
+
local_dir="./Diagnoser/checkpoints/deepseek-r1"
|
| 62 |
+
)
|
| 63 |
+
```
|
| 64 |
+
|
| 65 |
+
### Option 3: Git LFS
|
| 66 |
+
|
| 67 |
+
```bash
|
| 68 |
+
git lfs install
|
| 69 |
+
git clone https://huggingface.co/AustinZhang/resp-agent-models
|
| 70 |
+
```
|
| 71 |
+
|
| 72 |
+
## π Expected Directory Structure
|
| 73 |
+
|
| 74 |
+
After downloading, your project should look like:
|
| 75 |
+
|
| 76 |
+
```
|
| 77 |
+
Resp-Agent/
|
| 78 |
+
βββ Diagnoser/
|
| 79 |
+
β βββ checkpoints/
|
| 80 |
+
β β βββ deepseek-r1/ # From deepseek-ai/DeepSeek-R1-Distill-Qwen-7B
|
| 81 |
+
β β βββ longformer/ # From this repo
|
| 82 |
+
β βββ pretrained_models/ # From this repo
|
| 83 |
+
βββ Generator/
|
| 84 |
+
βββ checkpoints/
|
| 85 |
+
β βββ llm/ # From this repo
|
| 86 |
+
β βββ flow/ # From this repo
|
| 87 |
+
βββ pretrained_models/ # From this repo
|
| 88 |
+
```
|
| 89 |
+
|
| 90 |
+
## π Acknowledgements
|
| 91 |
+
|
| 92 |
+
- [BEATs](https://github.com/microsoft/unilm/tree/master/beats) - Audio pre-training framework
|
| 93 |
+
- [DeepSeek-R1](https://github.com/deepseek-ai/DeepSeek-R1) - Reasoning model
|
| 94 |
+
- [Longformer](https://github.com/allenai/longformer) - Long document transformer
|
| 95 |
+
|
| 96 |
+
## π License
|
| 97 |
+
|
| 98 |
+
These model weights are released for academic research purposes only.
|