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ft_2_10e6_x1

damgomz/ft_2_10e6_x1

ft_2_10e6_x1 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: Jul 13, 2024
SHA: 363b0499

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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

12 juillet 2024

My Config

Config	Value
checkpoint	damgomz/fp_bs32_lr1e4_x1
model_name	ft_2_10e6_x1
sequence_length	400
num_epoch	6
learning_rate	1e-05
batch_size	2
weight_decay	0.0
warm_up_prop	0.0
drop_out_prob	0.1
packing_length	100
train_test_split	0.2
num_steps	29328

Training and Testing steps

Epoch	Train Loss	Test Loss	F-beta Score
0	0.000000	0.694656	0.531662
1	0.247246	0.212995	0.921565
2	0.147924	0.231083	0.938428
3	0.082801	0.241911	0.924535
4	0.032237	0.301520	0.930583
5	0.015212	0.357707	0.927892
6	0.007910	0.389265	0.936016

Task: Text Classification
Library: transformers
Type: albert
Languages: en
Created: Jun 19, 2024
Updated: Jul 13, 2024