Abob1ch/LLAMA-3_8B_Unaligned
1
1#refer llama recipes for more info https://github.com/huggingface/huggingface-llama-recipes/blob/main/inference-api.ipynb2#huggingface-llama-recipes : https://github.com/huggingface/huggingface-llama-recipes/tree/main3import gradio as gr4from openai import OpenAI5import os6 7ACCESS_TOKEN = os.getenv("HF_TOKEN")8 9client = OpenAI(10 base_url="https://api-inference.huggingface.co/v1/",11 api_key=ACCESS_TOKEN,12)13 14def respond(15 message,16 history: list[tuple[str, str]],17 system_message,18 max_tokens,19 temperature,20 top_p,21):22 messages = [{"role": "system", "content": system_message}]23 24 for val in history:25 if val[0]:26 messages.append({"role": "user", "content": val[0]})27 if val[1]:28 messages.append({"role": "assistant", "content": val[1]})29 30 messages.append({"role": "user", "content": message})31 32 response = ""33 34 for message in client.chat.completions.create(35 model="SicariusSicariiStuff/LLAMA-3_8B_Unaligned_BETA",36 max_tokens=max_tokens,37 stream=True,38 temperature=temperature,39 top_p=top_p,40 messages=messages,41 ):42 token = message.choices[0].delta.content43 44 response += token45 yield response46 47chatbot = gr.Chatbot(height=600)48 49demo = gr.ChatInterface(50 respond,51 additional_inputs=[52 gr.Textbox(value="", label="System message"),53 gr.Slider(minimum=1, maximum=2048, value=512, step=1, label="Max new tokens"),54 gr.Slider(minimum=0.1, maximum=4.0, value=0.7, step=0.1, label="Temperature"),55 gr.Slider(56 minimum=0.1,57 maximum=1.0,58 value=0.95,59 step=0.05,60 label="Top-P",61 ),62 63 ],64 fill_height=True,65 chatbot=chatbot,66 theme="Nymbo/Alyx_Theme",67)68if __name__ == "__main__":69 demo.launch()