Create README.md

README.md

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+# The proposed Long-Speech understanding evaluation dataset for the paper '[FastLongSpeech: Enhancing Large Speech-Language Models for Efficient Long-Speech Processing]'
+
+
+<p align="center" width="80%">
+<img src="[./fast_long_4.png](https://cdn-uploads.huggingface.co/production/uploads/66680c0505c407bfea87667c/c6UtdNVhOVWZ8N6gxS9oL.png)" alt="performance" style="width: 90%; min-width: 300px; display: block; margin: auto;">
+</p>
+
+## Usage
+
+First download the model from [Model](https://huggingface.co/ICTNLP/FastLongSpeech)
+Then please refer to [Github Page](https://github.com/ictnlp/FastLongSpeech)
+
+### Requirements
+
+We suggest to run with Python 3.10.
+Examples of usage:
+```
+git clone https://github.com/ictnlp/FastLongSpeech.git
+cd transformers-main
+pip install -e .
+pip install deepspeed sentencepiece librosa 
+```
+
+## Training Model
+- https://huggingface.co/ICTNLP/FastLongSpeech
+## Github Pages
+- https://github.com/ictnlp/FastLongSpeech