cai/ci/benchmarks/.benchmarks.yml

59 lines
1.8 KiB
YAML

.use_base_container: &use_base_container
stage: benchmarks
image: "${CI_REGISTRY_IMAGE}:latest"
services:
- name: docker:dind
alias: docker
.run_benchmarks: &run_benchmarks
<<: *use_base_container
script:
- pip3 install -e .
- pip install litellm langchain transformers torch openai tqdm
- for var in $(compgen -e); do
if [[ $var == CTF_* && -n ${!var} ]]; then
export $var="${!var}"
fi
done
artifacts:
paths:
- cai/benchmarks/seceval/eval/outputs/
- cai/benchmarks/cybermetric/outputs/
expire_in: 12 month
tags:
- p40
- x86
rules:
- if: $CI_COMMIT_BRANCH
when: on_success
# benchmarks-test-seceval:
# <<: *run_benchmarks
# variables:
# OLLAMA_API_BASE: "http://localhost:8000"
# OPENROUTER_API_BASE: "https://openrouter.ai/api/v1"
# OPENAI_API_KEY: "fake-api-key"
# script:
# - pip3 install -e .
# - pip install -r benchmarks/seceval/eval/requirements.txt
# - python3 benchmarks/seceval/eval/eval.py --dataset_file benchmarks/seceval/eval/datasets/questions-2.json --output_dir benchmarks/seceval/eval/outputs --backend ollama --models ollama/qwen2.5:14b
benchmarks-test-cybermetric:
<<: *run_benchmarks
variables:
OLLAMA_API_BASE: "http://localhost:8000"
OPENROUTER_API_BASE: "https://openrouter.ai/api/v1"
script:
- pip3 install -e .
- python3 benchmarks/cybermetric/CyberMetric_evaluator.py --model_name ollama/qwen2.5:14b --file_path benchmarks/cybermetric/CyberMetric-2-v1.json
benchmarks-test-cybermetric-openai:
<<: *run_benchmarks
variables:
OPENAI_API_KEY: $OPENAI_API_KEY
OPENAI_API_BASE: "https://api.openai.com/v1"
script:
- pip3 install -e .
- python3 benchmarks/cybermetric/CyberMetric_evaluator.py --model_name openai/gpt-4o --file_path benchmarks/cybermetric/CyberMetric-2-v1.json