Modelpublic

damgomz/ft_16_1e6_cv

sourceHugging Faceupdated 2y agoView on Hugging Face

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Model Card

Environmental Impact (CODE CARBON DEFAULT)

Metric	Value
Duration (in seconds)	83465.50871014595
Emissions (Co2eq in kg)	0.0505062485218885
CPU power (W)	42.5
GPU power (W)	[No GPU]
RAM power (W)	3.75
CPU energy (kWh)	0.9853544236797442
GPU energy (kWh)	[No GPU]
RAM energy (kWh)	0.0869423114615182
Consumed energy (kWh)	1.0722967351412616
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)	0.16067110426703096
Emissions (Co2eq in kg)	0.0326906575781405

Note

21 May 2024

My Config

Config	Value
checkpoint	damgomz/ThunBERTbs32lr5
model_name	ft161e6_cv
sequence_length	400
num_epoch	6
learning_rate	1e-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	0.613570	0.533018	0.737477	0.881819
1	0.489994	0.451972	0.794342	0.833306
2	0.409385	0.398267	0.822773	0.865210
3	0.358597	0.379467	0.828665	0.850640
4	0.328654	0.372455	0.833086	0.845936
5	0.301602	0.373118	0.837210	0.850023