Environmental Impact (CODE CARBON DEFAULT)

Metric Value
Duration (in seconds) 88390.905128479
Emissions (Co2eq in kg) 0.0534866651721578
CPU power (W) 42.5
GPU power (W) [No GPU]
RAM power (W) 3.75
CPU energy (kWh) 1.0435010999153054
GPU energy (kWh) [No GPU]
RAM energy (kWh) 0.0920727769059445
Consumed energy (kWh) 1.135573876821254
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) 0.17015249237232208
Emissions (Co2eq in kg) 0.03461977117532094

Note

14 juin 2024

My Config

Config Value
checkpoint albert-base-v2
model_name ft_4_6e6_base_x2
sequence_length 400
num_epoch 6
learning_rate 6e-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 0.735536 0.497648
1 0.286329 0.219863 0.939272
2 0.177947 0.249338 0.939962
3 0.122673 0.230845 0.928012
4 0.071007 0.264650 0.927159
5 0.037926 0.310452 0.926647
6 0.025319 0.377025 0.913232
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Safetensors
Model size
18.8M params
Tensor type
F32
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