srijaydeshpande commited on
Commit
8e3121f
·
verified ·
1 Parent(s): 67878ad

Update app.py

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Files changed (1) hide show
  1. app.py +11 -9
app.py CHANGED
@@ -10,24 +10,26 @@ import subprocess
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  from huggingface_hub import hf_hub_download
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  from llama_cpp import Llama
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  # hf_hub_download(
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  # repo_id="QuantFactory/Meta-Llama-3-8B-Instruct-GGUF",
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  # filename="Meta-Llama-3-8B-Instruct.Q8_0.gguf",
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  # local_dir = "./models"
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  # )
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- # hf_hub_download(
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- # repo_id="bartowski/Meta-Llama-3-70B-Instruct-GGUF",
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- # filename="Meta-Llama-3-70B-Instruct-Q3_K_M.gguf",
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- # local_dir = "./models"
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- # )
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-
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  hf_hub_download(
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- repo_id="leafspark/Meta-Llama-3.1-405B-Instruct-GGUF",
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- filename="Llama-3.1-405B-Instruct.Q2_K.gguf",
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  local_dir = "./models"
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  )
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  def process_document(pdf_path):
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  extracted_pages = extract_pages(pdf_path)
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  page2content = {}
@@ -99,7 +101,7 @@ def pdf_to_text(cv_file, prompt, maxtokens=2048, temperature=0, top_probability=
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  for page_id in page2content:
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  cv_text += page2content[page_id] + ' '
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  llm = Llama(
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- model_path="models/Llama-3.1-405B-Instruct.Q2_K.gguf",
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  flash_attn=True,
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  n_gpu_layers=81,
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  n_batch=1024,
 
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  from huggingface_hub import hf_hub_download
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  from llama_cpp import Llama
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+ model_name = "Meta-Llama-3-70B-Instruct-Q3_K_M.gguf"
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+
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  # hf_hub_download(
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  # repo_id="QuantFactory/Meta-Llama-3-8B-Instruct-GGUF",
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  # filename="Meta-Llama-3-8B-Instruct.Q8_0.gguf",
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  # local_dir = "./models"
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  # )
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  hf_hub_download(
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+ repo_id="bartowski/Meta-Llama-3-70B-Instruct-GGUF",
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+ filename=model_name,
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  local_dir = "./models"
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  )
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+ # hf_hub_download(
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+ # repo_id="leafspark/Meta-Llama-3.1-405B-Instruct-GGUF",
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+ # filename="Llama-3.1-405B-Instruct.Q2_K.gguf",
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+ # local_dir = "./models"
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+ # )
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+
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  def process_document(pdf_path):
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  extracted_pages = extract_pages(pdf_path)
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  page2content = {}
 
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  for page_id in page2content:
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  cv_text += page2content[page_id] + ' '
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  llm = Llama(
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+ model_path="models/" + model_name,
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  flash_attn=True,
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  n_gpu_layers=81,
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  n_batch=1024,