Modelpublic

damgomz/ft_16_4e6_mlm_cv

sourceHugging Faceupdated 2y agoView on Hugging Face

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Model Card

Environmental Impact (CODE CARBON DEFAULT)

Metric	Value
Duration (in seconds)	67498.73499298096
Emissions (Co2eq in kg)	0.0408445349436233
CPU power (W)	42.5
GPU power (W)	[No GPU]
RAM power (W)	3.75
CPU energy (kWh)	0.7968585600329781
GPU energy (kWh)	[No GPU]
RAM energy (kWh)	0.070310607152929
Consumed energy (kWh)	0.8671691671859065
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)	0.12993506486148834
Emissions (Co2eq in kg)	0.02643700453891754

Note

21 May 2024

My Config

Config	Value
checkpoint	damgomz/ThunBERTbs16lr5_MLM
model_name	ft164e6mlmcv
sequence_length	400
num_epoch	6
learning_rate	4e-06
batch_size	16
weight_decay	0.0
warmupprop	0.0
dropoutprob	0.1
packing_length	100
traintestsplit	0.2
num_steps	32586

Training and Testing steps

Epoch	Train Loss	Test Loss	Accuracy	Recall
0	0.453056	0.355866	0.842959	0.859240
1	0.330308	0.346280	0.843838	0.853032
2	0.289168	0.346006	0.844134	0.862091
3	0.240538	0.363388	0.843545	0.864176
4	0.178344	0.397027	0.838242	0.856995
5	0.105971	0.492622	0.827195	0.818774