Spaces:
Runtime error
Runtime error
File size: 1,710 Bytes
a1d1004 0067ed6 c86f71e 0067ed6 c86f71e 936e18e 0349ecb 0067ed6 c86f71e 0067ed6 c86f71e 0067ed6 9932057 |
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 |
import gradio as gr
import spaces
import torch
import transformers
import torch
from transformers import AutoModelForCausalLM, AutoTokenizer
model_name = "microsoft/Phi-3-mini-128k-instruct"
tokenizer = AutoTokenizer.from_pretrained(model_name)
model = AutoModelForCausalLM.from_pretrained(model_name, torch_dtype=torch.bfloat16)
pipeline = transformers.pipeline(
"text-generation",
model=model,
tokenizer=tokenizer,
device="cpu",
trust_remote_code=True
)
@spaces.GPU
def chat_function(message, history, system_prompt,max_new_tokens,temperature):
prompt = system_prompt
for msg in history:
prompt += f'{msg["role"]}: {msg["content"]}\n'
prompt += f'user: {message}\n'
temp = temperature + 0.1
outputs = pipeline(
prompt,
max_new_tokens=max_new_tokens,
do_sample=True,
temperature=temp,
top_p=0.9,
)
generated_text = outputs[0]['generated_text']
new_text = generated_text[len(prompt):]
return new_text
gr.ChatInterface(
chat_function,
chatbot=gr.Chatbot(height=400),
textbox=gr.Textbox(placeholder="Enter message here", container=False, scale=7),
title="microsoft/Phi-3-mini-128k-instruct",
description="""
This space is dedicated for chatting with Meta's Latest LLM - Llama 8b Instruct. Find this model here: https://huggingface.co/meta-llama/Meta-Llama-3-8B-Instruct
Feel free to play with customization in the "Additional Inputs".
""",
theme="soft",
additional_inputs=[
gr.Textbox("You are helpful AI.", label="System Prompt"),
gr.Slider(512, 4096, label="Max New Tokens"),
gr.Slider(0, 1, label="Temperature")
]
).launch()
|