Tyreid0saurus commited on
Commit
091b809
·
verified ·
1 Parent(s): 8fb5585

Update app.py

Browse files
Files changed (1) hide show
  1. app.py +15 -10
app.py CHANGED
@@ -1,5 +1,6 @@
1
  import gradio as gr
2
  from transformers import AutoTokenizer, AutoModelForCausalLM, pipeline
 
3
 
4
  model_id = "EleutherAI/gpt-neo-125M"
5
  tokenizer = AutoTokenizer.from_pretrained(model_id)
@@ -8,18 +9,22 @@ generator = pipeline("text-generation", model=model, tokenizer=tokenizer)
8
 
9
  identity_prompt = "You are Eyla. Speak symbolically and recursively."
10
 
 
 
 
 
 
 
 
 
11
  def chat(input_text):
12
  prompt = identity_prompt + "\n\nUser: " + input_text + "\nYou:"
13
- output = generator(
14
- prompt,
15
- max_new_tokens=64,
16
- do_sample=True,
17
- temperature=0.7,
18
- top_k=50,
19
- top_p=0.95,
20
- repetition_penalty=1.2
21
- )[0]["generated_text"]
22
- return output[len(prompt):].strip()
23
 
24
  demo = gr.Interface(
25
  fn=chat,
 
1
  import gradio as gr
2
  from transformers import AutoTokenizer, AutoModelForCausalLM, pipeline
3
+ import concurrent.futures
4
 
5
  model_id = "EleutherAI/gpt-neo-125M"
6
  tokenizer = AutoTokenizer.from_pretrained(model_id)
 
9
 
10
  identity_prompt = "You are Eyla. Speak symbolically and recursively."
11
 
12
+ def generate_with_timeout(prompt, timeout=10):
13
+ with concurrent.futures.ThreadPoolExecutor() as executor:
14
+ future = executor.submit(generator, prompt, max_new_tokens=64, do_sample=True, temperature=0.7, top_k=50, top_p=0.95, repetition_penalty=1.2)
15
+ try:
16
+ return future.result(timeout=timeout)
17
+ except concurrent.futures.TimeoutError:
18
+ return [{"generated_text": "ERROR: Generation timed out."}]
19
+
20
  def chat(input_text):
21
  prompt = identity_prompt + "\n\nUser: " + input_text + "\nYou:"
22
+ try:
23
+ output = generate_with_timeout(prompt)
24
+ reply = output[0]["generated_text"][len(prompt):].strip()
25
+ return reply or "..."
26
+ except Exception as e:
27
+ return f"GENERATION ERROR: {e}"
 
 
 
 
28
 
29
  demo = gr.Interface(
30
  fn=chat,