werty1248_-_Llama-3-Ko-8B-OpenOrca-gguf – AI Model by RichardErkhov | AlphaNeural AI

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werty1248_-_Llama-3-Ko-8B-OpenOrca-gguf

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Llama-3-Ko-8B-OpenOrca - GGUF

Model creator: https://huggingface.co/werty1248/
Original model: https://huggingface.co/werty1248/Llama-3-Ko-8B-OpenOrca/

Name	Quant method	Size
Llama-3-Ko-8B-OpenOrca.Q2_K.gguf	Q2_K	2.96GB
Llama-3-Ko-8B-OpenOrca.IQ3_XS.gguf	IQ3_XS	3.28GB
Llama-3-Ko-8B-OpenOrca.IQ3_S.gguf	IQ3_S	3.43GB
Llama-3-Ko-8B-OpenOrca.Q3_K_S.gguf	Q3_K_S	3.41GB
Llama-3-Ko-8B-OpenOrca.IQ3_M.gguf	IQ3_M	3.52GB
Llama-3-Ko-8B-OpenOrca.Q3_K.gguf	Q3_K	3.74GB
Llama-3-Ko-8B-OpenOrca.Q3_K_M.gguf	Q3_K_M	3.74GB
Llama-3-Ko-8B-OpenOrca.Q3_K_L.gguf	Q3_K_L	4.03GB
Llama-3-Ko-8B-OpenOrca.IQ4_XS.gguf	IQ4_XS	4.18GB
Llama-3-Ko-8B-OpenOrca.Q4_0.gguf	Q4_0	4.34GB
Llama-3-Ko-8B-OpenOrca.IQ4_NL.gguf	IQ4_NL	4.38GB
Llama-3-Ko-8B-OpenOrca.Q4_K_S.gguf	Q4_K_S	4.37GB
Llama-3-Ko-8B-OpenOrca.Q4_K.gguf	Q4_K	4.58GB
Llama-3-Ko-8B-OpenOrca.Q4_K_M.gguf	Q4_K_M	4.58GB
Llama-3-Ko-8B-OpenOrca.Q4_1.gguf	Q4_1	4.78GB
Llama-3-Ko-8B-OpenOrca.Q5_0.gguf	Q5_0	5.21GB
Llama-3-Ko-8B-OpenOrca.Q5_K_S.gguf	Q5_K_S	5.21GB
Llama-3-Ko-8B-OpenOrca.Q5_K.gguf	Q5_K	5.34GB
Llama-3-Ko-8B-OpenOrca.Q5_K_M.gguf	Q5_K_M	5.34GB
Llama-3-Ko-8B-OpenOrca.Q5_1.gguf	Q5_1	5.65GB
Llama-3-Ko-8B-OpenOrca.Q6_K.gguf	Q6_K	6.14GB
Llama-3-Ko-8B-OpenOrca.Q8_0.gguf	Q8_0	7.95GB

Original model description:

library_name: transformers base_model: beomi/Llama-3-Open-Ko-8B datasets:

kyujinpy/OpenOrca-KO pipeline_tag: text-generation license: llama3

Llama-3-Ko-OpenOrca

Model Details

Model Description

Original model: beomi/Llama-3-Open-Ko-8B (2024.04.24 버전)

Dataset: kyujinpy/OpenOrca-KO

Training details

Training: Axolotl을 이용해 LoRA-8bit로 4epoch 학습 시켰습니다.

sequence_len: 4096
bf16

학습 시간: A6000x2, 6시간

Evaluation

0 shot kobest

Tasks	n-shot	Metric	Value		Stderr
kobest_boolq	0	acc	0.5021	±	0.0133
kobest_copa	0	acc	0.6920	±	0.0146
kobest_hellaswag	0	acc	0.4520	±	0.0223
kobest_sentineg	0	acc	0.7330	±	0.0222
kobest_wic	0	acc	0.4881	±	0.0141

5 shot kobest

Tasks	n-shot	Metric	Value		Stderr
kobest_boolq	5	acc	0.7123	±	0.0121
kobest_copa	5	acc	0.7620	±	0.0135
kobest_hellaswag	5	acc	0.4780	±	0.0224
kobest_sentineg	5	acc	0.9446	±	0.0115
kobest_wic	5	acc	0.6103	±	0.0137

License:

https://llama.meta.com/llama3/license