Environmental Impact (CODE CARBON DEFAULT)

Metric Value
Duration (in seconds) 68379.07572484016
Emissions (Co2eq in kg) 0.0413772446574909
CPU power (W) 42.5
GPU power (W) [No GPU]
RAM power (W) 3.75
CPU energy (kWh) 0.8072514954851752
GPU energy (kWh) [No GPU]
RAM energy (kWh) 0.0712276165823142
Consumed energy (kWh) 0.8784791120674915
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) 0.13162972077031732
Emissions (Co2eq in kg) 0.02678180465889573

Note

14 juin 2024

My Config

Config Value
checkpoint albert-base-v2
model_name ft_4_2e6_base_x4
sequence_length 400
num_epoch 6
learning_rate 2e-06
batch_size 4
weight_decay 0.0
warm_up_prop 0.0
drop_out_prob 0.1
packing_length 100
train_test_split 0.2
num_steps 29328

Training and Testing steps

Epoch Train Loss Test Loss F-beta Score
0 0.000000 0.711131 0.224954
1 0.325029 0.244546 0.885848
2 0.209381 0.235081 0.907519
3 0.167810 0.242891 0.937130
4 0.128924 0.228009 0.917704
5 0.095865 0.254750 0.923120
6 0.063582 0.313487 0.892706
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Safetensors
Model size
32.9M params
Tensor type
F32
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