ft_16_3e6_x4 – AI Model by damgomz | AlphaNeural AI

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damgomz/
ft_16_3e6_x4

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text-classification

autotrain_compatible

endpoints_compatible

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Environmental Impact (CODE CARBON DEFAULT)

Metric	Value
Duration (in seconds)	[More Information Needed]
Emissions (Co2eq in kg)	[More Information Needed]
CPU power (W)	[NO CPU]
GPU power (W)	[No GPU]
RAM power (W)	[More Information Needed]
CPU energy (kWh)	[No CPU]
GPU energy (kWh)	[No GPU]
RAM energy (kWh)	[More Information Needed]
Consumed energy (kWh)	[More Information Needed]
Country name	[More Information Needed]
Cloud provider	[No Cloud]
Cloud region	[No Cloud]
CPU count	[No CPU]
CPU model	[No CPU]
GPU count	[No GPU]
GPU model	[No GPU]

Environmental Impact (for one core)

Metric	Value
CPU energy (kWh)	[No CPU]
Emissions (Co2eq in kg)	[More Information Needed]

Note

20 Juin 2024

My Config

Config	Value
checkpoint	recovering
model_name	ft_16_3e6_x4
sequence_length	400
num_epoch	6
learning_rate	3e-06
batch_size	16
weight_decay	0.0
warm_up_prop	0.0
drop_out_prob	0.1
packing_length	100
train_test_split	0.2
num_steps	1

Training and Testing steps

Epoch	Train Loss	Test Loss	F-beta Score
0	0.000000	0.718435	0.425298
1	0.377176	0.254405	0.916892
2	0.214009	0.222471	0.929560
3	0.174424	0.221555	0.920661
4	0.143030	0.209028	0.930247
5	0.115187	0.237047	0.933363
6	0.086004	0.251408	0.924097