rukaiyaaaah commited on
Commit
20a7c22
1 Parent(s): 3db7762

Update app.py

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Files changed (1) hide show
  1. app.py +2 -14
app.py CHANGED
@@ -1,5 +1,4 @@
1
  import os
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- import torch
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  from transformers import (
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  AutoModelForCausalLM,
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  AutoTokenizer,
@@ -14,7 +13,6 @@ bnb_config = BitsAndBytesConfig(
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  bnb_4bit_compute_dtype="float16",
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  bnb_4bit_use_double_quant=False,
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  )
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- device_map = {"": 0}
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  model_name = "rukaiyah-indika-ai/rv-chatbot-2"
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@@ -22,17 +20,7 @@ model = AutoModelForCausalLM.from_pretrained(
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  model_name,
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  quantization_config=bnb_config
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  )
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- tokenizer = AutoTokenizer.from_pretrained(model_name, trust_remote_code=True)
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- from transformers import pipeline
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- inst = "You are a very helpful assistant providing solutions to road-related queries. Ensure you provide correct and relevant answers. If you don't know the answer to a question, please don't share false information. "
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- prompt = "Hello"
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-
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- pipe = pipeline(task="text-generation", model=model, tokenizer=tokenizer, temperature=0.2, max_new_tokens=256)
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- ranked_results = pipe(f"<s>[INST] {inst}{prompt} [/INST]")
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- for result in ranked_results:
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- response = result['generated_text']
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- response = response.split("[/INST]", 1)[-1]
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- response = response.replace("<s>", "")
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  import gradio as gr
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  def generate_response(prompt):
@@ -52,7 +40,7 @@ iface = gr.Interface(
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  inputs="text",
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  outputs="text",
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  title="Road-GPT",
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- description="Enter your query related to road management and get a response generated by an AI model."
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  )
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  iface.launch(share=True)
 
1
  import os
 
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  from transformers import (
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  AutoModelForCausalLM,
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  AutoTokenizer,
 
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  bnb_4bit_compute_dtype="float16",
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  bnb_4bit_use_double_quant=False,
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  )
 
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  model_name = "rukaiyah-indika-ai/rv-chatbot-2"
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  model_name,
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  quantization_config=bnb_config
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  )
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+
 
 
 
 
 
 
 
 
 
 
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  import gradio as gr
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  def generate_response(prompt):
 
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  inputs="text",
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  outputs="text",
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  title="Road-GPT",
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+ description="Enter your query related to road management and get a response generated by our chatbot."
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  )
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  iface.launch(share=True)