ft_8_1e6_x1 – AI Model by damgomz | AlphaNeural AI

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damgomz/
ft_8_1e6_x1

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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_8_1e6_x1
sequence_length	400
num_epoch	6
learning_rate	1e-06
batch_size	8
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	0.695414	0.632160
1	0.442199	0.284898	0.914989
2	0.234185	0.214752	0.932774
3	0.188644	0.205441	0.936458
4	0.165164	0.192778	0.930152
5	0.147214	0.192230	0.927361
6	0.131815	0.196665	0.930245