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nie3e/
pos-polish-gpt2-large

Name: pos-polish-gpt2-large
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pos-polish-gpt2-large

This model was trained from polish-gpt2-large on clarin-pl/nkjp-pos dataset. It achieves the following results on the evaluation set:

Part-of-speech tagging for Polish language. Tags description at the bottom of http://nkjp.pl/poliqarp/help/plse2.html

Datacollator:

from transformers import DataCollatorForTokenClassification
data_collator = DataCollatorForTokenClassification(tokenizer=tokenizer)

GPU: RTX 3090

Training time: 01:15:31

The following hyperparameters were used during training:

Training Loss	Epoch	Step	Validation Loss	Precision	Recall	F1	Accuracy
	0.0	0	3.8487	3.8487	3.8487	3.8487	3.8487
0.1952	1.0	2444	0.1942	0.8865	0.9304	0.9079	0.9426
0.1287	2.0	4889	0.1984	0.8903	0.9322	0.9108	0.9449
0.0832	3.0	7332	0.2290	0.8910	0.9328	0.9114	0.9450