doberst commited on
Commit
fd48231
1 Parent(s): 9a5a6a7

Upload generation_test_hf_script.py

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Files changed (1) hide show
  1. generation_test_hf_script.py +7 -4
generation_test_hf_script.py CHANGED
@@ -27,10 +27,14 @@ def load_rag_benchmark_tester_ds():
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  def run_test(model_name, test_ds):
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  model = AutoModelForCausalLM.from_pretrained(model_name, trust_remote_code=True)
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- tokenizer = AutoTokenizer.from_pretrained(model_name, trust_remote_code=True)
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- device = "cuda" if torch.cuda.is_available() else "cpu"
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  for i, entries in enumerate(test_ds):
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@@ -63,7 +67,7 @@ def run_test(model_name, test_ds):
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  bot = output_only.find("<bot>:")
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  if bot > -1:
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  output_only = output_only[bot+len("<bot>:"):]
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-
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  # end - post-processing
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  print("\n")
@@ -78,7 +82,6 @@ if __name__ == "__main__":
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  test_ds = load_rag_benchmark_tester_ds()
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  model_name = "llmware/dragon-stablelm-7b-v0"
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-
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  output = run_test(model_name,test_ds)
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  def run_test(model_name, test_ds):
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+ device = "cuda" if torch.cuda.is_available() else "cpu"
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+
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+ print("update: model will be loaded on device - ", device)
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+
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  model = AutoModelForCausalLM.from_pretrained(model_name, trust_remote_code=True)
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+ model.to(device)
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+ tokenizer = AutoTokenizer.from_pretrained(model_name, trust_remote_code=True)
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  for i, entries in enumerate(test_ds):
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  bot = output_only.find("<bot>:")
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  if bot > -1:
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  output_only = output_only[bot+len("<bot>:"):]
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+
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  # end - post-processing
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  print("\n")
 
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  test_ds = load_rag_benchmark_tester_ds()
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  model_name = "llmware/dragon-stablelm-7b-v0"
 
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  output = run_test(model_name,test_ds)
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