PulseLM / README.md
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---
library_name: transformers
language:
- en
tags:
- ppg
- multimodal
- health
- qwen
- physiology
- biosignal
pipeline_tag: text-generation
base_model: Qwen/Qwen2.5-7B-Instruct
datasets:
- Manhph2211/PulseLM
---
<div align="center" style="font-size: 2em;">
<strong>PulseLM: A Foundation Dataset and Benchmark for PPG-Text Learning</strong>
</div>
<div align="center">
<a href="https://github.com/manhph2211/PulseLM/"><img src="https://img.shields.io/badge/Website WebPage-blue?style=for-the-badge"></a>
<a href="https://huggingface.co/datasets/Manhph2211/PulseLM"><img src="https://img.shields.io/badge/Dataset-%F0%9F%A4%97%20Hugging%20Face-White?style=for-the-badge"></a>
<a href="https://huggingface.co/Manhph2211/PulseLM"><img src="https://img.shields.io/badge/Checkpoint-%F0%9F%A4%97%20Hugging%20Face-White?style=for-the-badge"></a>
</div>
<!-- <div align="center">
<a href="https://github.com/manhph2211/" target="_blank">Hung&nbsp;Manh&nbsp;Pham*</a> &emsp;
<a href="" target="_blank">Jinyang&nbsp;Wu*</a> &emsp;
<a href="" target="_blank">Xiao&nbsp;Ma</a> &emsp;
<a href="" target="_blank">Yiming&nbsp;Zhang</a> &emsp;
<a href="" target="_blank">Yixin&nbsp;Xu</a> &emsp;
<a href="https://aqibsaeed.github.io/" target="_blank">Aaqib&nbsp;Saeed</a> &emsp;
<a href="" target="_blank">Bin&nbsp;Zhu†</a> &emsp;
<a href="" target="_blank">Zhou&nbsp;Pan†</a> &emsp;
<a href="https://www.dongma.info/" target="_blank">Dong&nbsp;Ma†</a>
</div> -->
<!-- <br>
<div align="center">
<em>* Equal contribution &nbsp;&nbsp; † Corresponding authors</em>
</div> -->
## Quick Start
```python
# transformers>=4.46.0 accelerate>=1.0.1 peft>=0.13.2 safetensors
from transformers import AutoModelForCausalLM, AutoTokenizer
import torch
tokenizer = AutoTokenizer.from_pretrained("Manhph2211/PulseLM", trust_remote_code=True)
model = AutoModelForCausalLM.from_pretrained(
"Manhph2211/PulseLM",
trust_remote_code=True,
torch_dtype=torch.bfloat16,
device_map="auto"
)
```