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CAMEL-13B-Combined-Data is a chat large language model obtained by finetuning LLaMA-13B model on a total of 229K conversations collected through our CAMEL framework, 100K English public conversations from ShareGPT that can be found here, and 52K instructions from Alpaca dataset that can be found here. We evaluate our model offline using EleutherAI's language model evaluation harness used by Huggingface's Open LLM Benchmark. CAMEL*-13B scores an average of 58.9.

Model size ARC-C (25 shots, acc_norm) HellaSwag (10 shots, acc_norm) MMLU (5 shots, acc_norm) TruthfulQA (0 shot, mc2) Average Delta
LLaMA 13B 56.3 80.9 46.7 39.9 56.0 -
Vicuna 13B 52.8 80.1 50.5 51.8 58.8 2.8
CAMEL* 13B 56.1 79.9 50.5 49.0 58.9 2.9

license: cc-by-nc-4.0

Open LLM Leaderboard Evaluation Results

Detailed results can be found here

Metric Value
Avg. 46.07
ARC (25-shot) 55.63
HellaSwag (10-shot) 79.25
MMLU (5-shot) 49.74
TruthfulQA (0-shot) 47.42
Winogrande (5-shot) 75.45
GSM8K (5-shot) 7.13
DROP (3-shot) 7.86
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