Environmental Impact (CODE CARBON DEFAULT)

Metric Value
Duration (in seconds) 81725.15309119225
Emissions (Co2eq in kg) 0.0494531574761862
CPU power (W) 42.5
GPU power (W) [No GPU]
RAM power (W) 3.75
CPU energy (kWh) 0.9648089709975636
GPU energy (kWh) [No GPU]
RAM energy (kWh) 0.0851296179110805
Consumed energy (kWh) 1.0499385889086477
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) 0.15732091970054507
Emissions (Co2eq in kg) 0.03200901829405029

Note

14 juin 2024

My Config

Config Value
checkpoint albert-base-v2
model_name ft_4_2e6_base_x12
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 0.726832 0.499853
1 0.371949 0.318804 0.862972
2 0.264841 0.254827 0.911263
3 0.220558 0.256463 0.928484
4 0.193125 0.223138 0.914913
5 0.169314 0.231468 0.927208
6 0.150873 0.236293 0.913387
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Safetensors
Model size
89.7M params
Tensor type
F32
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