Modelpublic

damgomz/BERTrand_x2_f1

sourceHugging Faceupdated 2y agoView on Hugging Face

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Model Card

Environmental Impact (CODE CARBON DEFAULT)

Metric	Value
Duration (in seconds)	69623.04293489456
Emissions (Co2eq in kg)	0.0421300011590745
CPU power (W)	42.5
GPU power (W)	[No GPU]
RAM power (W)	3.75
CPU energy (kWh)	0.8219373896645165
GPU energy (kWh)	[No GPU]
RAM energy (kWh)	0.072523474416385
Consumed energy (kWh)	0.8944608640809024
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

Environmental Impact (for one core)

Metric	Value
CPU energy (kWh)	0.13402435764967202
Emissions (Co2eq in kg)	0.02726902514950037

Note

19 juin 2024

My Config

Config	Value
checkpoint	damgomz/fpbs16lr1e4_x2
model_name	BERTrandx2f1
sequence_length	400
num_epoch	2
learning_rate	5e-06
batch_size	2
weight_decay	0.0
warmupprop	0.0
dropoutprob	0.1
packing_length	100
traintestsplit	0.2
num_steps	12220

Training and Testing steps

Epoch	Train Loss	Test Loss	F-beta Score	TN	FP	FN	TP
0	0.000000	0.697733	0.005195	760.000000	2.000000	764.000000	2.000000
0	0.000000	0.214574	0.917749	653.000000	109.000000	24.000000	742.000000
0	0.000000	0.198111	0.926489	681.000000	81.000000	35.000000	731.000000