Update README.md

README.md

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+
+### Model Summary:
+
+Llama-3.1-Centaur-70B is a foundation model of human cognition model that can predict and simulate human behavior in any behavioral experiment expressed in natural language.
+
+
+- **Paper:** [Centaur: a foundation model of human cognition](https://arxiv.org/abs/XXX.XXXX)
+- **Point of Contact:** [Marcel Binz](mailto:[email protected])
+         
+### Usage:
+
+You can use the model using HuggingFace Transformers library with 2 or more 80GB GPUs (NVIDIA Ampere or newer) with at least 150GB of free disk space to accomodate the download.
+
+```python
+import torch
+from transformers import AutoModelForCausalLM, AutoTokenizer
+
+model_name = "marcelbinz/Llama-3.1-Centaur-70B"
+model = AutoModelForCausalLM.from_pretrained(model_name, torch_dtype=torch.bfloat16, device_map="auto")
+tokenizer = AutoTokenizer.from_pretrained(model_name)
+```
+
 ### Licensing Information
 
 [Llama 3.1 Community License Agreement](https://huggingface.co/meta-llama/Llama-3.1-70B-Instruct/blob/main/LICENSE)