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B_base_x12

damgomz/B_base_x12

B_base_x12 is a text classification model from damgomz. Use it when you need a label for a piece of text.

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.safetensors359 MB · 99%

At a glance

Task: Text Classification
Model type: albert
Access: Public
Created: Aug 13, 2024
Updated: Aug 13, 2024
SHA: c69ab0bc

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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_x12
sequence_length	400
num_epoch	2
learning_rate	1.8e-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	12220

Training and Testing steps

Epoch	Train Loss	Test Loss	F-beta Score	TN	FP	FN	TP
0	0.000000	0.696890	0.238513	572.000000	190.000000	603.000000	163.000000
1	0.299068	0.239116	0.924833	649.000000	113.000000	45.000000	721.000000
2	0.218701	0.239668	0.938454	632.000000	130.000000	28.000000	738.000000

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

B_base_x12 — AI Model — AIMarketly