ft_4_10e6_base_x4 – AI Model by damgomz | AlphaNeural AI

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damgomz/
ft_4_10e6_base_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_4_10e6_base_x4
sequence_length	400
num_epoch	6
learning_rate	1e-05
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	1

Training and Testing steps

Epoch	Train Loss	Test Loss	F-beta Score
0	0.000000	0.761562	0.659722
1	0.292765	0.221953	0.922686
2	0.194319	0.228472	0.926518
3	0.148464	0.241046	0.930488
4	0.099623	0.271967	0.913407
5	0.067218	0.324850	0.924071
6	0.045785	0.375282	0.907802