gte-base-ggml

maikaarda/gte-base-ggml

gte-base-ggml is a machine learning model from maikaarda. Use it for the machine learning task on the model card, and read the license before you ship it in a product. The card lists the license as mit.

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Public

Updated Aug 9, 2023

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805 MB

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At a glance

License: mit
Access: Public
Created: Aug 9, 2023
Updated: Aug 9, 2023
SHA: 62566345

Model card

From the Hugging Face model README

ggml files of thenlper/gte-base

You can use this ggml for https://github.com/skeskinen/bert.cpp

gte-base

Data Type	STSBenchmark	eval time	EmotionClassification	eval time
f32	0.8571	38.98	0.5087	69.09
f16	0.8571	33.06	0.5086	53.57
q4_0	0.8580	25.28	0.5171	69.32
q4_1	0.8581	28.12	0.5113	66.38

all-MiniLM-L12-v2

Data Type	STSBenchmark	eval time	EmotionClassification	eval time
f32	0.8306	13.36	0.4117	21.23
f16	0.8306	11.51	0.4119	20.08
q4_0	0.8310	11.27	0.4183	20.81
q4_1	0.8325	12.37	0.4093	19.38

all-MiniLM-L6-v2

Data Type	STSBenchmark	eval time	EmotionClassification	eval time
f32	0.8201	6.83	0.4082	11.34
f16	0.8201	6.17	0.4085	10.28
q4_0	0.8175	5.45	0.3911	10.63
q4_1	0.8223	6.79	0.4027	11.41

bert-base-uncased

Data Type	STSBenchmark	eval time	EmotionClassification	eval time
f32	0.4738	52.38	0.3361	88.56
f16	0.4739	33.24	0.3361	55.86
q4_0	0.4940	33.93	0.3375	57.82
q4_1	0.4612	36.86	0.3318	59.63

License: mit
Created: Aug 9, 2023
Updated: Aug 9, 2023