bloom-560m-finetuned-wikilingua Open Source Model - Free and Fast Summarization Generation for Spanish Texts

Bloom 560m Finetuned Wikilingua Spanish Summarization

Developed by mrm8488

A Spanish summarization generation model fine-tuned based on bigscience/bloom-560m, specifically designed for generating summaries from Spanish texts.

Text Generation

Transformers

Open Source License:Openrail #Spanish summarization #Fine-tuned model #Text generation

Downloads 25

Release Time : 9/30/2022

Model Overview

This model is a fine-tuned version of bigscience/bloom-560m on a specific dataset, primarily used for Spanish text summarization tasks.

Model Features

Spanish summarization generation

Summarization generation capability optimized specifically for Spanish texts.

Based on BLOOM architecture

Utilizes the foundational capabilities of the BLOOM-560M large language model.

Fine-tuning

Fine-tuned on a specific dataset to optimize summarization performance.

Model Capabilities

Spanish text comprehension

Text summarization generation

Long text compression

Use Cases

Content summarization

News summarization

Automatically generate brief summaries of Spanish news articles.

Document summarization

Extract key information from long Spanish documents to generate summaries.

Training Loss	Epoch	Step	Validation Loss
2.4768	0.07	500	2.4828
2.428	0.14	1000	2.4125
2.4	0.2	1500	2.3927
2.3685	0.27	2000	2.3506
2.3287	0.34	2500	2.3340
2.3196	0.41	3000	2.3284
2.2885	0.48	3500	2.3005
2.2646	0.55	4000	2.2944
2.2676	0.68	5000	2.2575
2.2267	0.82	6000	2.2281
2.1971	0.95	7000	2.2018
2.009	1.09	8000	2.1925
1.9989	1.23	9000	2.1765
2.0131	1.36	10000	2.1666
1.9765	1.5	11000	2.1514
1.9449	1.64	12000	2.1404
1.9399	1.77	13000	2.1297
1.957	1.91	14000	2.1223

Property	Details
Model Type	bloom-560m-finetuned-wikilingua-spanish-summarization
Languages	Spanish (es)
Tags	generated_from_trainer, summarization, Spanish summarizing

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Bloom 560m Finetuned Wikilingua Spanish Summarization

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