yuseful-prompts 2.0.0

tested prompts for common use-cases using open LLMs with ollama and Langchain

yuseful_prompts

pre requisites

• ollama installed with llama3 downloaded

test

• python3 -m pytest -v ./yuseful_prompts/test_useful_prompts.py

snapshot of LLMs performance during tests

Here are the results on running the tests on a Intel® Xeon® Gold 5412U server with 256 GB DDR5 ECC and no GPU.

financial headlines sentiment extraction

Model	Status	Time (s)
llama3	OK	17.68
phi3	OK	17.84
aya	OK	21.68
mistral	OK	21.76
mistral-openorca	OK	22.20
gemma2	OK	23.14
phi3:medium-128k	OK	45.87
phi3:14b	OK	47.36
aya:35b	OK	77.99
llama3:70b	OK	144.62
qwen2:72b	OK	148.25
command-r-plus	OK	239.20
qwen2	OKKO	16.11

I've set qwen2 to OKKO as it systemtically considers that Hedge funds cut stakes in Magnificent Seven to invest in broader AI boom is a very bullish, I didn't discard the model entirely since this is open to interpretation...