metadata
base_model:
- Qwen/Qwen2.5-1.5B-Instruct
language:
- ja
- en
library_name: transformers
Model Card for Model ID
Evaluation
llm-jp-eval script(colab)
!git clone https://github.com/llm-jp/llm-jp-eval.git
!cd llm-jp-eval && pip install -e .
!cd llm-jp-eval && python scripts/preprocess_dataset.py --dataset-name all --output-dir ./dataset_dir
!cd llm-jp-eval && python scripts/evaluate_llm.py -cn config.yaml model.pretrained_model_name_or_path=jaeyong2/Qwen2.5-1.5B-Instruct-JaMagpie-Preview tokenizer.pretrained_model_name_or_path=jaeyong2/Qwen2.5-1.5B-Instruct-JaMagpie-Preview dataset_dir=./dataset_dir/1.4.1/evaluation/test
| llm-jp-eval | Qwen2.5-1.5B-Instruct | google/gemma-2-2b-jpn-it | finetuning-model |
|---|---|---|---|
| AVG | 0.4343 | 0.4315 | 0.4501 |
| CG | 0.0600 | 0.0000 | 0.1100 |
| EL | 0.3952 | 0.3222 | 0.4197 |
| FA | 0.0690 | 0.0846 | 0.0542 |
| HE | 0.4400 | 0.4350 | 0.4600 |
| MC | 0.6800 | 0.6000 | 0.6433 |
| MR | 0.4700 | 0.4900 | 0.5900 |
| MT | 0.6137 | 0.7666 | 0.6394 |
| NLI | 0.5500 | 0.5260 | 0.5360 |
| QA | 0.2443 | 0.2813 | 0.2606 |
| RC | 0.8208 | 0.8097 | 0.7881 |