Environmental Impact (CODE CARBON DEFAULT)

Metric Value
Duration (in seconds) 71081.5351600647
Emissions (Co2eq in kg) 0.0430125248757196
CPU power (W) 42.5
GPU power (W) [No GPU]
RAM power (W) 3.75
CPU energy (kWh) 0.8391551482164213
GPU energy (kWh) [No GPU]
RAM energy (kWh) 0.0740425519538421
Consumed energy (kWh) 0.913197700170265
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) 0.13683195518312455
Emissions (Co2eq in kg) 0.027840267937692002

Note

19 juin 2024

My Config

Config Value
checkpoint albert-base-v2
model_name ft_32_8e6_base_x1
sequence_length 400
num_epoch 6
learning_rate 8e-06
batch_size 32
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 0.705991 0.500668
1 0.355747 0.272755 0.915741
2 0.199433 0.224355 0.904226
3 0.143276 0.215985 0.923839
4 0.099569 0.237419 0.930634
5 0.062744 0.262038 0.916895
6 0.035835 0.304088 0.925675
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Safetensors
Model size
11.7M params
Tensor type
F32
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