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Browse files

Files changed (1) hide show

app.py +101 -65

app.py CHANGED Viewed

@@ -5,39 +5,37 @@ import os
 import datetime
 from requests.exceptions import RequestException
-API_URL = os.environ.get('API_URL')
-API_KEY = os.environ.get('API_KEY')
-headers = {
- "Authorization": f"Bearer {API_KEY}",
- "Content-Type": "application/json",
- 'Referer': os.environ.get('REFERRER_URL')
-}
-# temporary debug switches:
-# needed in order to identify
-# some provider retardation going on
-# that causes all future responses to
-# commit sudoku out of nowhere
-# AND for absolutely no reason...
-USER_LOGGING_ENABLED = False
-RESPONSE_LOGGING_ENABLED = True
 DEFAULT_PARAMS = {
- "temperature": 0.8,
- "top_p": 0.95,
- "top_k": 40,
  "frequency_penalty": 0,
  "presence_penalty": 0,
  "repetition_penalty": 1.1,
  "max_tokens": 512
 }
 def get_timestamp():
  return datetime.datetime.now().strftime("%H:%M:%S")
-def predict(message, history, system_prompt, temperature, top_p, top_k, frequency_penalty, presence_penalty, repetition_penalty, max_tokens, stop_flag):
- history_format = [{"role": "system", "content": system_prompt}]
  for human, assistant in history:
  history_format.append({"role": "user", "content": human})
  if assistant:
@@ -52,6 +50,8 @@ def predict(message, history, system_prompt, temperature, top_p, top_k, frequenc
  "temperature": temperature,
  "top_p": top_p,
  "top_k": top_k,
  "frequency_penalty": frequency_penalty,
  "presence_penalty": presence_penalty,
  "repetition_penalty": repetition_penalty,
@@ -65,48 +65,76 @@ def predict(message, history, system_prompt, temperature, top_p, top_k, frequenc
  print(f"{param}={value}")
  data = {
- "model": "meta-llama/Meta-Llama-3.1-70B-Instruct",
  "messages": history_format,
  "stream": True,
  "temperature": temperature,
  "top_p": top_p,
  "top_k": top_k,
  "frequency_penalty": frequency_penalty,
  "presence_penalty": presence_penalty,
  "repetition_penalty": repetition_penalty,
  "max_tokens": max_tokens
  }
- try:
- with requests.post(API_URL, headers=headers, data=json.dumps(data), stream=True) as response:
- partial_message = ""
- for line in response.iter_lines():
- if stop_flag[0]:
- response.close()
- break
- if line:
- line = line.decode('utf-8')
- if RESPONSE_LOGGING_ENABLED:
- print(f"API Response: {line}")
- if line.startswith("data: "):
- if line.strip() == "data: [DONE]":
  break
- try:
- json_data = json.loads(line[6:])
- if 'choices' in json_data and json_data['choices']:
- content = json_data['choices'][0]['delta'].get('content', '')
- if content:
- partial_message += content
- yield partial_message
- except json.JSONDecodeError:
- continue
- if partial_message:
- yield partial_message
- except RequestException as e:
- print(f"Request error: {e}")
- yield f"An error occurred: {str(e)}"
 def import_chat(custom_format_string):
  try:
@@ -152,7 +180,7 @@ with gr.Blocks(theme='gradio/monochrome') as demo:
  with gr.Row():
  with gr.Column(scale=2):
  chatbot = gr.Chatbot(value=[])
- msg = gr.Textbox(label="Message (70B for now. The provider might bug out at random. The space may restart frequently)")
  with gr.Row():
  clear = gr.Button("Clear")
  regenerate = gr.Button("Regenerate")
@@ -166,25 +194,29 @@ with gr.Blocks(theme='gradio/monochrome') as demo:
  with gr.Column(scale=1):
  system_prompt = gr.Textbox("", label="System Prompt", lines=5)
- temperature = gr.Slider(0, 2, value=0.8, step=0.01, label="Temperature")
- top_p = gr.Slider(0, 1, value=0.95, step=0.01, label="Top P")
- top_k = gr.Slider(1, 500, value=40, step=1, label="Top K")
- frequency_penalty = gr.Slider(-2, 2, value=0, step=0.1, label="Frequency Penalty")
- presence_penalty = gr.Slider(-2, 2, value=0, step=0.1, label="Presence Penalty")
- repetition_penalty = gr.Slider(0.01, 5, value=1.1, step=0.01, label="Repetition Penalty")
- max_tokens = gr.Slider(1, 4096, value=512, step=1, label="Max Output (max_tokens)")
  def user(user_message, history):
  history = history or []
  return "", history + [[user_message, None]]
- def bot(history, system_prompt, temperature, top_p, top_k, frequency_penalty, presence_penalty, repetition_penalty, max_tokens, stop_flag):
  stop_flag[0] = False
  history = history or []
  if not history:
  return history
  user_message = history[-1][0]
- bot_message = predict(user_message, history[:-1], system_prompt, temperature, top_p, top_k, frequency_penalty, presence_penalty, repetition_penalty, max_tokens, stop_flag)
  history[-1][1] = ""
  for chunk in bot_message:
  if stop_flag[0]:
@@ -193,11 +225,13 @@ with gr.Blocks(theme='gradio/monochrome') as demo:
  history[-1][1] = chunk
  yield history
- def regenerate_response(history, system_prompt, temperature, top_p, top_k, frequency_penalty, presence_penalty, repetition_penalty, max_tokens, stop_flag):
  if history and len(history) > 0:
  last_user_message = history[-1][0]
  history[-1][1] = None
- for new_history in bot(history, system_prompt, temperature, top_p, top_k, frequency_penalty, presence_penalty, repetition_penalty, max_tokens, stop_flag):
  yield new_history
  else:
  yield []
@@ -207,14 +241,16 @@ with gr.Blocks(theme='gradio/monochrome') as demo:
  return imported_history, imported_system_prompt
  msg.submit(user, [msg, chatbot], [msg, chatbot], queue=False).then(
- bot, [chatbot, system_prompt, temperature, top_p, top_k, frequency_penalty, presence_penalty, repetition_penalty, max_tokens, stop_flag], chatbot
  )
  clear.click(lambda: None, None, chatbot, queue=False)
  regenerate.click(
  regenerate_response,
- [chatbot, system_prompt, temperature, top_p, top_k, frequency_penalty, presence_penalty, repetition_penalty, max_tokens, stop_flag],
  chatbot
  )

 import datetime
 from requests.exceptions import RequestException
+# gorillion totally mine OR keys go here :3
+api_keys_env = os.environ.get('API_KEYS')
+if api_keys_env:
+ API_KEYS = [key.strip() for key in api_keys_env.strip().split('\n') if key.strip()]
+else:
+ raise ValueError("all keez ded go kys") # this will never happen due to the superior OR key acquisition method, but juuuust in case (if it actually happens it is joever for joEver.)
+API_URL = os.environ.get('API_URL')
 DEFAULT_PARAMS = {
+ "temperature": 1.0,
+ "top_p": 1,
+ "top_k": 0,
+ "min_p": 0,
+ "top_a": 0.1,
  "frequency_penalty": 0,
  "presence_penalty": 0,
  "repetition_penalty": 1.1,
  "max_tokens": 512
 }
+# debug switches
+USER_LOGGING_ENABLED = False
+RESPONSE_LOGGING_ENABLED = True
 def get_timestamp():
  return datetime.datetime.now().strftime("%H:%M:%S")
+def predict(message, history, system_prompt, temperature, top_p, top_k, min_p, top_a,
+ frequency_penalty, presence_penalty, repetition_penalty, max_tokens, stop_flag):
+ history_format = [{"role": "system", "content": system_prompt}] if system_prompt else []
  for human, assistant in history:
  history_format.append({"role": "user", "content": human})
  if assistant:
  "temperature": temperature,
  "top_p": top_p,
  "top_k": top_k,
+ "min_p": min_p,
+ "top_a": top_a,
  "frequency_penalty": frequency_penalty,
  "presence_penalty": presence_penalty,
  "repetition_penalty": repetition_penalty,
  print(f"{param}={value}")
  data = {
+ "model": "meta-llama/llama-3.1-405b-instruct:free",
  "messages": history_format,
  "stream": True,
  "temperature": temperature,
  "top_p": top_p,
  "top_k": top_k,
+ "min_p": min_p,
+ "top_a": top_a,
  "frequency_penalty": frequency_penalty,
  "presence_penalty": presence_penalty,
  "repetition_penalty": repetition_penalty,
  "max_tokens": max_tokens
  }
+ api_key_index = 0
+ retries = 0
+ max_retries = len(API_KEYS)
+ while retries < max_retries:
+ current_api_key = API_KEYS[api_key_index]
+ headers = {
+ "Authorization": f"Bearer {current_api_key}",
+ "Content-Type": "application/json"
+ }
+ try:
+ with requests.post(API_URL, headers=headers, data=json.dumps(data), stream=True) as response:
+ if response.status_code == 200:
+ partial_message = ""
+ for line in response.iter_lines():
+ if stop_flag[0]:
+ response.close()
  break
+ if line:
+ line = line.decode('utf-8')
+ if RESPONSE_LOGGING_ENABLED:
+ print(f"API Response: {line}")
+ if line.startswith("data: "):
+ if line.strip() == "data: [DONE]":
+ break
+ try:
+ json_data = json.loads(line[6:])
+ if 'choices' in json_data and json_data['choices']:
+ delta = json_data['choices'][0]['delta']
+ content = delta.get('content', '')
+ if content:
+ partial_message += content
+ yield partial_message
+ except json.JSONDecodeError:
+ continue
+ if partial_message:
+ yield partial_message
+ # successful response, break out of retry loop
+ break
+ elif response.status_code == 429:
+ print("rate limit hit, cycling keys...")
+ retries += 1
+ api_key_index = (api_key_index + 1) % len(API_KEYS)
+ continue
+ else:
+ # theothershits
+ error_message = f"Error: Received status code {response.status_code} - {response.text}"
+ print(error_message)
+ yield f"An error occurred: {error_message}"
+ break
+ except RequestException as e:
+ print(f"Request error: {e}")
+ yield f"An error occurred: {str(e)}"
+ break
 def import_chat(custom_format_string):
  try:
  with gr.Row():
  with gr.Column(scale=2):
  chatbot = gr.Chatbot(value=[])
+ msg = gr.Textbox(label="Message")
  with gr.Row():
  clear = gr.Button("Clear")
  regenerate = gr.Button("Regenerate")
  with gr.Column(scale=1):
  system_prompt = gr.Textbox("", label="System Prompt", lines=5)
+ temperature = gr.Slider(0, 2, value=DEFAULT_PARAMS["temperature"], step=0.01, label="Temperature")
+ top_p = gr.Slider(0, 1, value=DEFAULT_PARAMS["top_p"], step=0.01, label="Top P")
+ top_k = gr.Slider(0, 500, value=DEFAULT_PARAMS["top_k"], step=1, label="Top K")
+ min_p = gr.Slider(0, 1, value=DEFAULT_PARAMS["min_p"], step=0.01, label="Min P")
+ top_a = gr.Slider(0, 1, value=DEFAULT_PARAMS["top_a"], step=0.01, label="Top A")
+ frequency_penalty = gr.Slider(-2, 2, value=DEFAULT_PARAMS["frequency_penalty"], step=0.1, label="Frequency Penalty")
+ presence_penalty = gr.Slider(-2, 2, value=DEFAULT_PARAMS["presence_penalty"], step=0.1, label="Presence Penalty")
+ repetition_penalty = gr.Slider(0.01, 5, value=DEFAULT_PARAMS["repetition_penalty"], step=0.01, label="Repetition Penalty")
+ max_tokens = gr.Slider(1, 4096, value=DEFAULT_PARAMS["max_tokens"], step=1, label="Max Output (max_tokens)")
  def user(user_message, history):
  history = history or []
  return "", history + [[user_message, None]]
+ def bot(history, system_prompt, temperature, top_p, top_k, min_p, top_a,
+ frequency_penalty, presence_penalty, repetition_penalty, max_tokens, stop_flag):
  stop_flag[0] = False
  history = history or []
  if not history:
  return history
  user_message = history[-1][0]
+ bot_message = predict(user_message, history[:-1], system_prompt, temperature, top_p, top_k, min_p, top_a,
+ frequency_penalty, presence_penalty, repetition_penalty, max_tokens, stop_flag)
  history[-1][1] = ""
  for chunk in bot_message:
  if stop_flag[0]:
  history[-1][1] = chunk
  yield history
+ def regenerate_response(history, system_prompt, temperature, top_p, top_k, min_p, top_a,
+ frequency_penalty, presence_penalty, repetition_penalty, max_tokens, stop_flag):
  if history and len(history) > 0:
  last_user_message = history[-1][0]
  history[-1][1] = None
+ for new_history in bot(history, system_prompt, temperature, top_p, top_k, min_p, top_a,
+ frequency_penalty, presence_penalty, repetition_penalty, max_tokens, stop_flag):
  yield new_history
  else:
  yield []
  return imported_history, imported_system_prompt
  msg.submit(user, [msg, chatbot], [msg, chatbot], queue=False).then(
+ bot, [chatbot, system_prompt, temperature, top_p, top_k, min_p, top_a,
+ frequency_penalty, presence_penalty, repetition_penalty, max_tokens, stop_flag], chatbot
  )
  clear.click(lambda: None, None, chatbot, queue=False)
  regenerate.click(
  regenerate_response,
+ [chatbot, system_prompt, temperature, top_p, top_k, min_p, top_a,
+ frequency_penalty, presence_penalty, repetition_penalty, max_tokens, stop_flag],
  chatbot
  )