cockroach54_-_solar-sft-qlora-gguf

RichardErkhov/cockroach54_-_solar-sft-qlora-gguf

cockroach54_-_solar-sft-qlora-gguf is a machine learning model from RichardErkhov. Use it for the machine learning task on the model card, and read the license before you ship it in a product.

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.gguf141 GB · 100%

At a glance

Access: Public
Created: Oct 10, 2024
Updated: Oct 10, 2024
SHA: 7ae8bd17

Model card

From the Hugging Face model README

Quantization made by Richard Erkhov.

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solar-sft-qlora - GGUF

Model creator: https://huggingface.co/cockroach54/
Original model: https://huggingface.co/cockroach54/solar-sft-qlora/

Name	Quant method	Size
solar-sft-qlora.Q2_K.gguf	Q2_K	3.73GB
solar-sft-qlora.IQ3_XS.gguf	IQ3_XS	4.14GB
solar-sft-qlora.IQ3_S.gguf	IQ3_S	4.37GB
solar-sft-qlora.Q3_K_S.gguf	Q3_K_S	4.34GB
solar-sft-qlora.IQ3_M.gguf	IQ3_M	4.51GB
solar-sft-qlora.Q3_K.gguf	Q3_K	4.84GB
solar-sft-qlora.Q3_K_M.gguf	Q3_K_M	4.84GB
solar-sft-qlora.Q3_K_L.gguf	Q3_K_L	5.26GB
solar-sft-qlora.IQ4_XS.gguf	IQ4_XS	5.43GB
solar-sft-qlora.Q4_0.gguf	Q4_0	5.66GB
solar-sft-qlora.IQ4_NL.gguf	IQ4_NL	5.72GB
solar-sft-qlora.Q4_K_S.gguf	Q4_K_S	5.7GB
solar-sft-qlora.Q4_K.gguf	Q4_K	6.02GB
solar-sft-qlora.Q4_K_M.gguf	Q4_K_M	6.02GB
solar-sft-qlora.Q4_1.gguf	Q4_1	6.27GB
solar-sft-qlora.Q5_0.gguf	Q5_0	6.89GB
solar-sft-qlora.Q5_K_S.gguf	Q5_K_S	6.89GB
solar-sft-qlora.Q5_K.gguf	Q5_K	7.08GB
solar-sft-qlora.Q5_K_M.gguf	Q5_K_M	7.08GB
solar-sft-qlora.Q5_1.gguf	Q5_1	7.51GB
solar-sft-qlora.Q6_K.gguf	Q6_K	8.2GB
solar-sft-qlora.Q8_0.gguf	Q8_0	10.62GB

Original model description:

license: apache-2.0 datasets:

davidkim205/kollm-converations language:
ko
en library_name: transformers

just for practice
trained by transformers, peft, bitsandbytes
evaluated by https://github.com/davidkim205/kollm_evaluation

Tasks	Version	Filter	Metric	Value		Stderr
kobest_wic	1	none	acc	0.5056	±	0.0141
		none	f1	0.4170	±	N/A
kobest_sentineg	1	none	acc	0.8791	±	0.0164
		none	f1	0.8779	±	N/A
kobest_hellaswag	1	none	acc	0.4540	±	0.0223
		none	f1	0.4522	±	N/A
		none	acc_norm	0.5600	±	0.0222
kobest_copa	1	none	acc	0.6540	±	0.0151
		none	f1	0.6535	±	N/A
kobest_boolq	1	none	acc	0.5135	±	0.0133
		none	f1	0.3592	±	N/A
ko_truthfulqa	2	none	acc	0.2938	±	0.0159
ko_hellaswag	1	none	acc	0.3816	±	0.0048
		none	acc_norm	0.5171	±	0.0050
ko_common_gen	1	none	acc	0.8095	±	0.0100
		none	acc_norm	0.8095	±	0.0100
ko_arc_easy	1	none	acc	0.3311	±	0.0138
		none	acc_norm	0.4053	±	0.0143

Created: Oct 10, 2024
Updated: Oct 10, 2024