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B_base_x4

damgomz/B_base_x4

B_base_x4 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 13, 2024
SHA: 4ed91e17

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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
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	0.714140	0.828609	0.000000	762.000000	6.000000	760.000000
1	0.302502	0.227731	0.945022	625.000000	137.000000	20.000000	746.000000
2	0.179092	0.207406	0.936291	675.000000	87.000000	40.000000	726.000000

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

B_base_x4 — AI Model — AIMarketly