Bläddra i källkod

Add a history size parameter to the chat

If too many messages are used in the prompt, the model
gets really slow. It is useful to have the ability to
limit this.
oobabooga 3 år sedan
förälder
incheckning
185587a33e
2 ändrade filer med 24 tillägg och 10 borttagningar
  1. 21 10
      server.py
  2. 3 0
      settings-template.json

+ 21 - 10
server.py

@@ -49,6 +49,9 @@ settings = {
     'prompt': 'Common sense questions and answers\n\nQuestion: \nFactual answer:',
     'prompt_gpt4chan': '-----\n--- 865467536\nInput text\n--- 865467537\n',
     'stop_at_newline': True,
+    'history_size': 8,
+    'history_size_min': 0,
+    'history_size_max': 64,
     'preset_pygmalion': 'Pygmalion',
     'name1_pygmalion': 'You',
     'name2_pygmalion': 'Kawaii',
@@ -229,16 +232,21 @@ if args.chat or args.cai_chat:
         text = text.strip()
         return text
 
-    def generate_chat_prompt(text, tokens, name1, name2, context):
+    def generate_chat_prompt(text, tokens, name1, name2, context, history_size):
         text = clean_chat_message(text)
 
         rows = [f"{context.strip()}\n"]
         i = len(history)-1
+        count = 0
         while i >= 0 and len(encode(''.join(rows), tokens)[0]) < 2048-tokens:
             rows.insert(1, f"{name2}: {history[i][1].strip()}\n")
+            count += 1
             if not (i == 0 and len(history[i][0]) == 0):
                 rows.insert(1, f"{name1}: {history[i][0].strip()}\n")
+                count += 1
             i -= 1
+            if history_size != 0 and count >= history_size:
+                break
         rows.append(f"{name1}: {text}\n")
         rows.append(f"{name2}:")
 
@@ -247,10 +255,11 @@ if args.chat or args.cai_chat:
             rows.pop(1)
 
         question = ''.join(rows)
+        print(question)
         return question
 
-    def chatbot_wrapper(text, tokens, inference_settings, selected_model, name1, name2, context, check):
-        question = generate_chat_prompt(text, tokens, name1, name2, context)
+    def chatbot_wrapper(text, tokens, inference_settings, selected_model, name1, name2, context, check, history_size):
+        question = generate_chat_prompt(text, tokens, name1, name2, context, history_size)
         history.append(['', ''])
         eos_token = '\n' if check else None
         for reply in generate_reply(question, tokens, inference_settings, selected_model, eos_token=eos_token):
@@ -288,8 +297,8 @@ if args.chat or args.cai_chat:
 
         yield history
 
-    def cai_chatbot_wrapper(text, tokens, inference_settings, selected_model, name1, name2, context, check):
-        for history in chatbot_wrapper(text, tokens, inference_settings, selected_model, name1, name2, context, check):
+    def cai_chatbot_wrapper(text, tokens, inference_settings, selected_model, name1, name2, context, check, history_size):
+        for history in chatbot_wrapper(text, tokens, inference_settings, selected_model, name1, name2, context, check, history_size):
             yield generate_chat_html(history, name1, name2, character)
 
     def remove_last_message(name1, name2):
@@ -362,11 +371,12 @@ if args.chat or args.cai_chat:
             stop = gr.Button("Stop")
             btn3 = gr.Button("Remove last message")
 
-        length_slider = gr.Slider(minimum=settings['max_new_tokens_min'], maximum=settings['max_new_tokens_max'], step=1, label='max_new_tokens', value=settings['max_new_tokens'])
         with gr.Row():
             with gr.Column():
+                length_slider = gr.Slider(minimum=settings['max_new_tokens_min'], maximum=settings['max_new_tokens_max'], step=1, label='max_new_tokens', value=settings['max_new_tokens'])
                 model_menu = gr.Dropdown(choices=available_models, value=model_name, label='Model')
             with gr.Column():
+                history_size_slider = gr.Slider(minimum=settings['history_size_min'], maximum=settings['history_size_max'], step=1, label='Chat history size (0 for no limit)', value=settings['history_size'])
                 preset_menu = gr.Dropdown(choices=available_presets, value=settings[f'preset{suffix}'], label='Settings preset')
 
         name1 = gr.Textbox(value=settings[f'name1{suffix}'], lines=1, label='Your name')
@@ -385,13 +395,14 @@ if args.chat or args.cai_chat:
                 save_btn = gr.Button(value="Click me")
                 download = gr.File()
 
+        input_params = [textbox, length_slider, preset_menu, model_menu, name1, name2, context, check, history_size_slider]
         if args.cai_chat:
-            gen_event = btn.click(cai_chatbot_wrapper, [textbox, length_slider, preset_menu, model_menu, name1, name2, context, check], display1, show_progress=args.no_stream, api_name="textgen")
-            gen_event2 = textbox.submit(cai_chatbot_wrapper, [textbox, length_slider, preset_menu, model_menu, name1, name2, context, check], display1, show_progress=args.no_stream)
+            gen_event = btn.click(cai_chatbot_wrapper, input_params, display1, show_progress=args.no_stream, api_name="textgen")
+            gen_event2 = textbox.submit(cai_chatbot_wrapper, input_params, display1, show_progress=args.no_stream)
             btn2.click(clear_html, [], display1, show_progress=False)
         else:
-            gen_event = btn.click(chatbot_wrapper, [textbox, length_slider, preset_menu, model_menu, name1, name2, context, check], display1, show_progress=args.no_stream, api_name="textgen")
-            gen_event2 = textbox.submit(chatbot_wrapper, [textbox, length_slider, preset_menu, model_menu, name1, name2, context, check], display1, show_progress=args.no_stream)
+            gen_event = btn.click(chatbot_wrapper, input_params, display1, show_progress=args.no_stream, api_name="textgen")
+            gen_event2 = textbox.submit(chatbot_wrapper, input_params, display1, show_progress=args.no_stream)
             btn2.click(lambda x: "", display1, display1, show_progress=False)
 
         btn2.click(clear)

+ 3 - 0
settings-template.json

@@ -9,6 +9,9 @@
     "prompt": "Common sense questions and answers\n\nQuestion: \nFactual answer:",
     "prompt_gpt4chan": "-----\n--- 865467536\nInput text\n--- 865467537\n",
     "stop_at_newline": true,
+    "history_size": 8,
+    "history_size_min": 0,
+    "history_size_max": 64,
     "preset_pygmalion": "Pygmalion",
     "name1_pygmalion": "You",
     "name2_pygmalion": "Kawaii",