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B_base_x4_f1

damgomz/B_base_x4_f1

B_base_x4_f1 is a text classification model from damgomz. Use it when you need a label for a piece of text.

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.safetensors132 MB · 98%

At a glance

Task: Text Classification
Model type: albert
Access: Public
Created: Aug 13, 2024
Updated: Aug 14, 2024
SHA: f75cedc0

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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

19 juin 2024

My Config

Config	Value
checkpoint	albert-base-v2
model_name	B_base_x4_f1
sequence_length	400
num_epoch	2
learning_rate	1.6e-05
batch_size	32
weight_decay	0.0
warm_up_prop	0.0
drop_out_prob	0.1
packing_length	100
train_test_split	0.2
num_steps	12220

Training and Testing steps

Epoch	Train Loss	Test Loss	F-beta Score	TN	FP	FN	TP
0	0.000000	0.663662	0.740042	326.000000	436.000000	60.000000	706.000000
1	0.294350	0.206646	0.915709	679.000000	83.000000	49.000000	717.000000
2	0.183584	0.208891	0.923269	665.000000	97.000000	26.000000	740.000000

Task: Text Classification
Type: albert
Languages: en
Created: Aug 13, 2024
Updated: Aug 14, 2024