SOLAR_KO_1.3_deup/README.md

license

license
apache-2.0

Model

base_model : beomi/OPEN-SOLAR-KO-10.7B

Dataset

• 공개 데이터 수집
• Deduplicating Training Data Makes Language Models Better 알고리즘 활용

Code

from transformers import AutoModelForCausalLM, AutoTokenizer
import torch

model_name = "jingyeom/SOLAR_KO_1.3_deup"
model = AutoModelForCausalLM.from_pretrained(
        model_name,
)
tokenizer = AutoTokenizer.from_pretrained(model_name)

Benchmark

Ko-LLM-Leaderboard (24.01.29 기준 리더보드 11등)

Average	Ko-ARC	Ko-HellaSwag	Ko-MMLU	Ko-TruthfulQA	Ko-CommonGen V2
53.63	52.65	60.92	50.9	45.14	58.56