Priyanka6 commited on
Commit
b851575
Β·
1 Parent(s): 2e29127

Update space

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Files changed (1) hide show
  1. app.py +2 -2
app.py CHANGED
@@ -69,7 +69,7 @@ from transformers import AutoModelForCausalLM, AutoTokenizer
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  import os
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  # Define model names
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- MODEL_1_PATH = "https://huggingface.co/spaces/Priyanka6/fine-tuning-inference" # Your fine-tuned model
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  MODEL_2_NAME = "sarvamai/sarvam-1" # The base model on Hugging Face Hub
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  # Load the tokenizer (same for both models)
@@ -79,7 +79,7 @@ tokenizer = AutoTokenizer.from_pretrained(TOKENIZER_NAME)
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  # Function to load a model
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  def load_model(model_choice):
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  if model_choice == "Hugging face dataset":
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- model = AutoModelForCausalLM.from_pretrained(MODEL_1_PATH,repo_type="space")
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  model.load_adapter(MODEL_1_PATH, "safe_tensors") # Load safetensors adapter
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  else:
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  model = AutoModelForCausalLM.from_pretrained(MODEL_2_NAME)
 
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  import os
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  # Define model names
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+ MODEL_1_PATH = "Priyanka6/fine-tuning-inference" # Your fine-tuned model
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  MODEL_2_NAME = "sarvamai/sarvam-1" # The base model on Hugging Face Hub
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  # Load the tokenizer (same for both models)
 
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  # Function to load a model
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  def load_model(model_choice):
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  if model_choice == "Hugging face dataset":
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+ model = AutoModelForCausalLM.from_pretrained(MODEL_1_PATH,repo_type="space",torch_dtype=torch.float16, device_map="auto")
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  model.load_adapter(MODEL_1_PATH, "safe_tensors") # Load safetensors adapter
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  else:
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  model = AutoModelForCausalLM.from_pretrained(MODEL_2_NAME)