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22 lines
No EOL
1,015 B
Python
22 lines
No EOL
1,015 B
Python
import sys, os
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import traceback
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sys.path.insert(0, os.path.abspath('../..')) # Adds the parent directory to the system path
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import litellm
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from litellm import load_test_model, testing_batch_completion
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# ## Load Test Model
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# model="gpt-3.5-turbo"
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# result = load_test_model(model=model, num_calls=5)
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# print(result)
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# print(len(result["results"]))
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# ## Duration Test Model
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# model="gpt-3.5-turbo"
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# result = load_test_model(model=model, num_calls=5, duration=15, interval=15) # duration test the model for 2 minutes, sending 5 calls every 15s
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# print(result)
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## Quality Test across Model
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models = ["gpt-3.5-turbo", "gpt-3.5-turbo-16k", "gpt-4", "claude-instant-1", {"model": "replicate/llama-2-70b-chat:58d078176e02c219e11eb4da5a02a7830a283b14cf8f94537af893ccff5ee781", "custom_llm_provider": "replicate"}]
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messages = [[{"role": "user", "content": "What is your name?"}], [{"role": "user", "content": "Hey, how's it going?"}]]
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result = testing_batch_completion(models=models, messages=messages)
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print(result) |