Skip to content

Fixing bechmark evaluation README #24

New issue

Have a question about this project? Sign up for a free GitHub account to open an issue and contact its maintainers and the community.

Sign up for GitHub

By clicking “Sign up for GitHub”, you agree to our terms of service and privacy statement. We’ll occasionally send you account related emails.

Already on GitHub? Sign in to your account

Open
morphpiece wants to merge 2 commits into
base: main
Choose a base branch
from
Open

Fixing bechmark evaluation README #24

Changes from all commits
Commits
Show all changes
2 commits
Select commit Hold shift + click to select a range
6a97538
Fixed benchmark evaluation typos
MaveriQ Jul 17, 2024
29128ae
added output_dir
MaveriQ Jul 17, 2024
File filter

Filter by extension

Filter by extension
Conversations
Failed to load comments.
Loading
Jump to
Jump to file
Failed to load files.
Loading
Diff view
Diff view
8 changes: 5 additions & 3 deletions evaluation/README.md
View file
Open in desktop
Original file line number Diff line number Diff line change
Expand Up @@ -11,12 +11,14 @@ cd lighteval
git checkout 60646959cea6ff183688a37eeae443efc1fa4584
conda create -n lighteval python=3.10 && conda activate lighteval
pip install '.[accelerate,quantization,adapters]'
pip install deepspeed
```

Then, you can run the evaluation script with the following command:
Setup the acclerate using `accelerate config`. Then, you can run the evaluation script with the following command:
```bash
MODEL = "openai-community/gpt2"
accelerate launch --num_processes=1 --main_process_port=29600 "lighteval/run_evals_accelerate.py" --model_args="pretrained=$MODEL" \
MODEL="openai-community/gpt2"
OUTPUT_DIR="results/"
accelerate launch --num_processes=1 --main_process_port=29600 run_evals_accelerate.py --model_args="pretrained=$MODEL" \
--custom_tasks "lighteval_tasks.py" --output_dir $OUTPUT_DIR --override_batch_size 16 \
--tasks "custom|hellaswag|0|1,custom|winogrande|0|1,custom|piqa|0|1,custom|siqa|0|1,custom|openbookqa|0|1,custom|arc:easy|0|1,custom|arc:challenge|0|1,custom|commonsense_qa|0|1,custom|trivia_qa|0|1,custom|mmlu_pro_cloze|0|1,custom|gsm8k|5|1,custom|mmlu_cloze:abstract_algebra|0|1,custom|mmlu_cloze:anatomy|0|1,custom|mmlu_cloze:astronomy|0|1,custom|mmlu_cloze:business_ethics|0|1,custom|mmlu_cloze:clinical_knowledge|0|1,custom|mmlu_cloze:college_biology|0|1,custom|mmlu_cloze:college_chemistry|0|1,custom|mmlu_cloze:college_computer_science|0|1,custom|mmlu_cloze:college_mathematics|0|1,custom|mmlu_cloze:college_medicine|0|1,custom|mmlu_cloze:college_physics|0|1,custom|mmlu_cloze:computer_security|0|1,custom|mmlu_cloze:conceptual_physics|0|1,custom|mmlu_cloze:econometrics|0|1,custom|mmlu_cloze:electrical_engineering|0|1,custom|mmlu_cloze:elementary_mathematics|0|1,custom|mmlu_cloze:formal_logic|0|1,custom|mmlu_cloze:global_facts|0|1,custom|mmlu_cloze:high_school_biology|0|1,custom|mmlu_cloze:high_school_chemistry|0|1,custom|mmlu_cloze:high_school_computer_science|0|1,custom|mmlu_cloze:high_school_european_history|0|1,custom|mmlu_cloze:high_school_geography|0|1,custom|mmlu_cloze:high_school_government_and_politics|0|1,custom|mmlu_cloze:high_school_macroeconomics|0|1,custom|mmlu_cloze:high_school_mathematics|0|1,custom|mmlu_cloze:high_school_microeconomics|0|1,custom|mmlu_cloze:high_school_physics|0|1,custom|mmlu_cloze:high_school_psychology|0|1,custom|mmlu_cloze:high_school_statistics|0|1,custom|mmlu_cloze:high_school_us_history|0|1,custom|mmlu_cloze:high_school_world_history|0|1,custom|mmlu_cloze:human_aging|0|1,custom|mmlu_cloze:human_sexuality|0|1,custom|mmlu_cloze:international_law|0|1,custom|mmlu_cloze:jurisprudence|0|1,custom|mmlu_cloze:logical_fallacies|0|1,custom|mmlu_cloze:machine_learning|0|1,custom|mmlu_cloze:management|0|1,custom|mmlu_cloze:marketing|0|1,custom|mmlu_cloze:medical_genetics|0|1,custom|mmlu_cloze:miscellaneous|0|1,custom|mmlu_cloze:moral_disputes|0|1,custom|mmlu_cloze:moral_scenarios|0|1,custom|mmlu_cloze:nutrition|0|1,custom|mmlu_cloze:philosophy|0|1,custom|mmlu_cloze:prehistory|0|1,custom|mmlu_cloze:professional_accounting|0|1,custom|mmlu_cloze:professional_law|0|1,custom|mmlu_cloze:professional_medicine|0|1,custom|mmlu_cloze:professional_psychology|0|1,custom|mmlu_cloze:public_relations|0|1,custom|mmlu_cloze:security_studies|0|1,custom|mmlu_cloze:sociology|0|1,custom|mmlu_cloze:us_foreign_policy|0|1,custom|mmlu_cloze:virology|0|1,custom|mmlu_cloze:world_religions|0|1"
```