SakshamSna commited on
Commit
1425e02
·
1 Parent(s): ca748a4

updated aggent

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Files changed (1) hide show
  1. agent.py +3 -2
agent.py CHANGED
@@ -9,9 +9,10 @@ from sentence_transformers import SentenceTransformer
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  class CodingAgent:
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  def __init__(self):
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  # Load TinyLlama (CPU-friendly)
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- model_id = "TinyLlama/TinyLlama-1.1B-Chat-v1.0"
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  self.tokenizer = AutoTokenizer.from_pretrained(model_id)
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- self.model = AutoModelForCausalLM.from_pretrained(model_id)
 
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  self.llm = pipeline("text-generation", model=self.model, tokenizer=self.tokenizer, max_new_tokens=512, device=-1)
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  # Embedding model + FAISS index
 
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  class CodingAgent:
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  def __init__(self):
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  # Load TinyLlama (CPU-friendly)
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+ model_id = "mistralai/Mistral-7B-Instruct-v0.2"
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  self.tokenizer = AutoTokenizer.from_pretrained(model_id)
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+ self.model = AutoModelForCausalLM.from_pretrained(model_id, torch_dtype=torch.float16, device_map="auto")
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+
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  self.llm = pipeline("text-generation", model=self.model, tokenizer=self.tokenizer, max_new_tokens=512, device=-1)
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  # Embedding model + FAISS index