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ft_8_10e6_base_x2

damgomz/ft_8_10e6_base_x2

ft_8_10e6_base_x2 is a text classification model from damgomz. Use it when you need a label for a piece of text. It is set up for transformers.

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At a glance

Task: Text Classification
Library: transformers
Model type: albert
Access: Public
Created: Jun 19, 2024
Updated: Jun 21, 2024
SHA: 577a8320

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Model card

From the Hugging Face model README

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_10e6_base_x2
sequence_length	400
num_epoch	6
learning_rate	1e-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	0.716914	0.467868
1	0.289505	0.219820	0.920435
2	0.178071	0.226766	0.904042
3	0.122657	0.248341	0.921075
4	0.075919	0.262197	0.921148
5	0.050032	0.328335	0.928469
6	0.032296	0.382334	0.933936

Task: Text Classification
Library: transformers
Type: albert
Languages: en
Created: Jun 19, 2024
Updated: Jun 21, 2024