BERTrand_x8

damgomz/BERTrand_x8

BERTrand_x8 is a text classification model from damgomz. Use it when you need a label for a piece of text. It is set up for transformers.

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.safetensors245 MB · 99%

From the Hugging Face model README

Metric	Value
Duration (in seconds)	38910.19193696976
Emissions (Co2eq in kg)	0.0235451730832479
CPU power (W)	42.5
GPU power (W)	[No GPU]
RAM power (W)	3.75
CPU energy (kWh)	0.4593557176336661
GPU energy (kWh)	[No GPU]
RAM energy (kWh)	0.0405311867473025
Consumed energy (kWh)	0.4998869043809679
Country name	Switzerland
Cloud provider	nan
Cloud region	nan
CPU count	2
CPU model	Intel(R) Xeon(R) Platinum 8360Y CPU @ 2.40GHz
GPU count	nan
GPU model	nan

Metric	Value
CPU energy (kWh)	0.07490211947866678
Emissions (Co2eq in kg)	0.015239825175313153

19 juin 2024

Epoch	Train Loss	Test Loss	F-beta Score	TN	FP	FN	TP
0	0.000000	0.703663	0.834059	0.000000	762.000000	0.000000	766.000000
1	0.257026	0.266187	0.945223	643.000000	119.000000	24.000000	742.000000
2	0.161917	0.221957	0.946050	655.000000	107.000000	26.000000	740.000000
3	0.097315	0.242889	0.934278	671.000000	91.000000	41.000000	725.000000
4	0.062281	0.285288	0.897638	700.000000	62.000000	82.000000	684.000000
5	0.032137	0.369095	0.919481	684.000000	78.000000	58.000000	708.000000
6	0.023850	0.322600	0.904214	696.000000	66.000000	75.000000	691.000000