Create README.md

README.md

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+---
+library_name: transformers
+license: apache-2.0
+base_model:
+- meta-llama/Llama-2-13b-chat-hf
+language:
+- en
+pipeline_tag: text-generation
+---
+
+# **Introduction**
+This is a corning domain-specific model that has been trained to support multi-turn conversations in chemistry-related domains.
+
+### **Loading the Model**
+
+Use the following Python code to load the model:
+
+```python
+import torch
+from transformers import AutoModelForCausalLM, AutoTokenizer
+
+tokenizer = AutoTokenizer.from_pretrained("nayohan/corningQA-llama2-13b-chat")
+model = AutoModelForCausalLM.from_pretrained(
+    "nayohan/corningQA-llama2-13b-chat",
+    device_map="auto",
+    torch_dtype=torch.float16,
+)
+```
+
+### **Generating Text**
+
+To generate text, use the following Python code:
+
+```python
+text = """
+You will be shown dialogues between Speaker 1 and Speaker 2. Please read and understand given Dialogue Session,
+then complete the task under the guidance of Task Introduction.\n\n
+Context: {context}
+Dialogue Session: {diaogues}
+Task Introduction: After reading the Dialogue Session, please create an appropriate response in the parts marked ###.
+Task Result:
+"""
+inputs = tokenizer(text, return_tensors="pt")
+
+outputs = model.generate(**inputs, max_new_tokens=64)
+print(tokenizer.decode(outputs[0], skip_special_tokens=True))
+```
+
+```
+# examples
+{context}: A New CCn Inverter Circuit For AMLCD Panels Results In Significantly Higher Efficiency And Brightness Mehmet K. Nalbant Linfinity Microelectronics 11861 Western Ave., Garden Grove, CA 92641 Tel: (714) 898-8121 Fax: (714) 893-2570 Abstract - The paper will discuss a new CCFL inverter that is based on a new control technique named the Current Synchronous Zero Voltage Switching (CS-ZVS) topology. This topology enables the design of very eficient dimmable CCFL inverter
+{diaogues}: Speaker 1: What is the name of the new control technique used in the CCFL inverter?\nSpeaker 2: The new control technique is called Current Synchronous Zero Voltage Switching (CS-ZVS) topology.\nSpeaker 1: Can you tell me more about the CS-ZVS topology?\nSpeaker 2: Sure! The CS-ZVS topology is a new control technique that allows for the design of highly efficient and dimmable CCFL inverters.\nSpeaker 1: That sounds impressive. How does it achieve higher efficiency and brightness?\nSpeaker 2: Well, the CS-ZVS topology synchronizes the switching of the inverter with the current flow, resulting in lower losses and improved performance.\nSpeaker 1: I see. So, is this new CCFL inverter already available in the market?\nSpeaker 2: Yes, it is. It was developed by Linfinity Microelectronics and is currently being used in AMLCD panels to improve their efficiency and brightness.\nSpeaker 1: That's amazing. I'm sure this new inverter will be very popular in the market.\nSpeaker 2: ###
+```
+
+### **License**
+- [meta-llama/Llama-2-13b-chat-hf](https://llama.meta.com/llama-downloads/): Meta license
+
+```bibtex
+@article{touvron2023llama,
+  title={Llama 2: Open foundation and fine-tuned chat models},
+  author={Touvron, Hugo and Martin, Louis and Stone, Kevin and Albert, Peter and Almahairi, Amjad and Babaei, Yasmine and Bashlykov, Nikolay and Batra, Soumya and Bhargava, Prajjwal and Bhosale, Shruti and others},
+  journal={arXiv preprint arXiv:2307.09288},
+  year={2023}
+}
+```