Update BOT.py
Browse files
BOT.py
CHANGED
|
@@ -0,0 +1,16 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
|
| 2 |
+
from transformers import AutoTokenizer, AutoModelForCausalLM
|
| 3 |
+
import gradio as gr
|
| 4 |
+
|
| 5 |
+
tokenizer = AutoTokenizer.from_pretrained("huggyllama/llama-7b")
|
| 6 |
+
model = AutoModelForCausalLM.from_pretrained("huggyllama/llama-7b")
|
| 7 |
+
|
| 8 |
+
def chatbot_response(input_text):
|
| 9 |
+
inputs = tokenizer(input_text, return_tensors="pt")
|
| 10 |
+
outputs = model.generate(inputs['input_ids'], max_length=200, num_return_sequences=1)
|
| 11 |
+
response = tokenizer.decode(outputs[0], skip_special_tokens=True)
|
| 12 |
+
return response
|
| 13 |
+
|
| 14 |
+
interface = gr.Interface(fn=chatbot_response, inputs="text", outputs="text", live=True)
|
| 15 |
+
|
| 16 |
+
interface.launch()
|