ft_8_12e6_base_x1 – AI Model by damgomz | AlphaNeural AI

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damgomz/
ft_8_12e6_base_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_12e6_base_x1
sequence_length	400
num_epoch	6
learning_rate	1.2e-05
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	0.762920	0.639119
1	0.297602	0.219547	0.898321
2	0.190407	0.212052	0.917591
3	0.144319	0.210398	0.921219
4	0.111687	0.252235	0.913619
5	0.078434	0.253483	0.929714
6	0.052000	0.310400	0.899860