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Qwen2.5-0.5B-Instruct-Ja-SFT

Text Generation
Transformers
Safetensors
Japanese
English
qwen2
conversational
text-generation-inference
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Qwen2.5-0.5B-Instruct-Ja-SFT / README.md
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metadata
library_name: transformers
language:
  - ja
  - en
base_model:
  - Qwen/Qwen2.5-0.5B-Instruct
license: apache-2.0

Model Card for Model ID

Model Details

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/Qwen2.5-0.5B-Instruct-JaMagpie-Preview tokenizer.pretrained_model_name_or_path=jaeyong2/Qwen2.5-0.5B-Instruct-JaMagpie-Preview dataset_dir=./dataset_dir/1.4.1/evaluation/test
Qwen2.5-0.5B-Instruct finetuning-model
mmlu 0.4592 0.4614
llm-jp-eval Qwen2.5-0.5B-Instruct finetuning-model
AVG 0.3037 0.3176
CG 0 0
EL 0.2637 0.3146
FA 0.0386 0.0419
HE 0.2700 0.3250
MC 0.4033 0.3733
MR 0.0900 0.2700
MT 0.6148 0.6691
NLI 0.5460 0.3180
QA 0.2608 0.2791
RC 0.5495 0.5847

License

Qwen/Qwen2.5-0.5B-Instruct : https://choosealicense.com/licenses/apache-2.0/

Acknowledgement

This research is supported by TPU Research Cloud program.