phoenix/litellm-mirror
0
0
Fork 1
mirror of https://github.com/BerriAI/litellm.git synced 2025-04-25 10:44:24 +00:00
Code Issues Projects Releases Packages Wiki Activity Actions

adding additional ways of doing testing

Browse source
This commit is contained in:
Krrish Dholakia 2023-08-16 11:19:05 -07:00
parent d6fb6ea897
commit fd6367ca25
6 changed files with 185 additions and 851 deletions
Download patch file Download diff file Expand all files Collapse all files

15
litellm/tests/test_load_test_model.py
View file

@ -2,8 +2,21 @@ import sys, os
import traceback
sys.path.insert(0, os.path.abspath('../..')) # Adds the parent directory to the system path
import litellm
from litellm import load_test_model
from litellm import load_test_model, testing_batch_completion
## Load Test Model
model="gpt-3.5-turbo"
result = load_test_model(model=model, num_calls=5)
print(result)
print(len(result["results"]))
## Duration Test Model
model="gpt-3.5-turbo"
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
print(result)
## Quality Test across Model
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"}]
messages = [[{"role": "user", "content": "What is your name?"}]]
result = testing_batch_completion(models=models, messages=messages)
print(result)