Qwen-14B-Llamafied/README.md

license, license_name, license_link, model-index

license	license_name	license_link	model-index
other	qwen	LICENSE	name results Qwen-14B-Llamafied task dataset metrics source type name text-generation Text Generation name type config split args AI2 Reasoning Challenge (25-Shot) ai2_arc ARC-Challenge test num_few_shot 25 type value name acc_norm 55.2 normalized accuracy url name https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=KnutJaegersberg/Qwen-14B-Llamafied Open LLM Leaderboard task dataset metrics source type name text-generation Text Generation name type split args HellaSwag (10-Shot) hellaswag validation num_few_shot 10 type value name acc_norm 82.31 normalized accuracy url name https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=KnutJaegersberg/Qwen-14B-Llamafied Open LLM Leaderboard task dataset metrics source type name text-generation Text Generation name type config split args MMLU (5-Shot) cais/mmlu all test num_few_shot 5 type value name acc 66.11 accuracy url name https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=KnutJaegersberg/Qwen-14B-Llamafied Open LLM Leaderboard task dataset metrics source type name text-generation Text Generation name type config split args TruthfulQA (0-shot) truthful_qa multiple_choice validation num_few_shot 0 type value mc2 45.6 url name https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=KnutJaegersberg/Qwen-14B-Llamafied Open LLM Leaderboard task dataset metrics source type name text-generation Text Generation name type config split args Winogrande (5-shot) winogrande winogrande_xl validation num_few_shot 5 type value name acc 76.56 accuracy url name https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=KnutJaegersberg/Qwen-14B-Llamafied Open LLM Leaderboard task dataset metrics source type name text-generation Text Generation name type config split args GSM8k (5-shot) gsm8k main test num_few_shot 5 type value name acc 52.77 accuracy url name https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=KnutJaegersberg/Qwen-14B-Llamafied Open LLM Leaderboard

This is a llamafied qwen-14b for compatibility with the llama software ecosystem.

I used this script to make the model and used the tokenizer of CausalLM, as suggested in the comments of the script.

https://github.com/hiyouga/LLaMA-Factory/blob/main/tests/llamafy_qwen.py

Open LLM Leaderboard Evaluation Results

Detailed results can be found here

Metric	Value
Avg.	63.09
AI2 Reasoning Challenge (25-Shot)	55.20
HellaSwag (10-Shot)	82.31
MMLU (5-Shot)	66.11
TruthfulQA (0-shot)	45.60
Winogrande (5-shot)	76.56
GSM8k (5-shot)	52.77