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Update crypto_analysis_agents.py
Browse files- crypto_analysis_agents.py +14 -0
crypto_analysis_agents.py
CHANGED
@@ -10,16 +10,30 @@ class CryptoAnalysisAgents:
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model_name = "facebook/opt-350m" # A smaller, open-source model
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tokenizer = AutoTokenizer.from_pretrained(model_name)
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model = AutoModelForCausalLM.from_pretrained(model_name)
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pipe = pipeline(
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"text-generation",
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model=model,
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tokenizer=tokenizer,
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max_new_tokens=512,
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do_sample=True,
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temperature=0.7,
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top_p=0.95,
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repetition_penalty=1.1
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)
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self.llm = HuggingFacePipeline(pipeline=pipe)
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model_name = "facebook/opt-350m" # A smaller, open-source model
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tokenizer = AutoTokenizer.from_pretrained(model_name)
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model = AutoModelForCausalLM.from_pretrained(model_name)
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# Create a custom generation config
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generation_config = GenerationConfig(
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max_new_tokens=512,
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do_sample=True,
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temperature=0.7,
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top_p=0.95,
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max_length=2048 # Set a large value for max_length
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)
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# Update the model' config
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model.config.max_length = 2048
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pipe = pipeline(
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"text-generation",
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model=model,
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tokenizer=tokenizer,
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generation_config=generation_config,
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max_new_tokens=512,
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do_sample=True,
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temperature=0.7,
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top_p=0.95,
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repetition_penalty=1.1
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)
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self.llm = HuggingFacePipeline(pipeline=pipe)
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