icebert-texas-squad-is: An Open-source Icelandic Q&A Model - Optimizing the Dataset for Precise Answers

Icebert Texas Squad Is

Developed by saattrupdan

An Icelandic Q&A model fine-tuned on IceBERT, optimized for the TExAS-SQuAD-is dataset

Downloads 15

Release Time : 3/2/2022

Model Overview

This model is a fine-tuned version of IceBERT on the Icelandic dataset TExAS-SQuAD-is, specifically designed for Icelandic Q&A tasks.

Icelandic optimization

Fine-tuned specifically for Icelandic Q&A tasks, delivering better performance in Icelandic language processing

Based on IceBERT

Built upon the powerful IceBERT base model, inheriting its language understanding capabilities

Q&A performance

Performs well on the TExAS-SQuAD-is evaluation set (specific metrics not provided)

Icelandic text comprehension

Q&A system

Text information extraction

Education

Icelandic literature research assistance

Helps students and researchers quickly obtain answers to questions related to Icelandic literature

As shown in the example, it can accurately answer questions about Halldór Laxness's life

Information retrieval

Icelandic document Q&A

Extracts specific information from Icelandic documents

Training Loss	Epoch	Step	Validation Loss
2.5353	0.12	500	2.2356
2.364	0.24	1000	2.0607
2.2243	0.36	1500	2.0617
2.1403	0.49	2000	1.9934
2.1491	0.61	2500	2.0515
2.0604	0.73	3000	1.9602
2.0232	0.85	3500	1.8954
2.0905	0.97	4000	1.9474
1.9229	1.09	4500	1.9814
1.9162	1.22	5000	1.9053
1.8937	1.34	5500	1.9501
1.9085	1.46	6000	1.8882
1.8671	1.58	6500	1.8996
1.8997	1.7	7000	1.8340
1.8546	1.82	7500	1.8883
1.8935	1.95	8000	1.8567
1.7031	2.07	8500	1.9206
1.7699	2.19	9000	1.8790
1.7016	2.31	9500	1.8670
1.7744	2.43	10000	1.8951
1.7518	2.55	10500	1.9550
1.7503	2.68	11000	1.9120
1.7818	2.8	11500	1.8820
1.6955	2.92	12000	1.8908

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