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import gradio as gr | |
import requests | |
from transformers import AutoTokenizer, AutoModelForCausalLM, pipeline | |
import torch | |
model_name = "Open-Orca/Mistral-7B-OpenOrca" | |
tokenizer = AutoTokenizer.from_pretrained(model_name) | |
model = AutoModelForCausalLM.from_pretrained(model_name, device_map="auto", torch_dtype=torch.float16) | |
chat = pipeline("text-generation", model=model, tokenizer=tokenizer, device_map="auto") | |
prompt_url = "https://raw.githubusercontent.com/ALPERALL/AlpDroid/main/prompt.txt" | |
system_prompt = requests.get(prompt_url).text | |
def alp_droid_chat(user_input): | |
full_prompt = f"{system_prompt}\n\nKullanıcı: {user_input}\nAlpDroid:" | |
output = chat(full_prompt, max_new_tokens=256, do_sample=True, temperature=0.7, top_p=0.9)[0]["generated_text"] | |
return output.split("AlpDroid:")[-1].strip() | |
app = gr.Interface( | |
fn=alp_droid_chat, | |
inputs=gr.Textbox(lines=4, placeholder="Sorunu yaz..."), | |
outputs="text", | |
title="AlpDroid - OpenOrca Mistral 7B", | |
description="Kolay deploy, zahmetsiz AlpDroid." | |
) | |
app.launch() |