Greek Text Summarization - GGUF Open-Source Model: Achieve Fast Summaries of Greek Texts for Free

Greek Text Summarization GGUF

Developed by mradermacher

Static quantized version based on kriton/greek-text-summarization, specialized for Greek text summarization tasks

Text Generation OtherOpen Source License:Apache-2.0 #Greek Text Summarization #Multiple Quantization Versions #Low-resource Optimization

Downloads 216

Release Time : 2/7/2025

Model Overview

This is a text summarization model for Greek language, offering multiple quantization versions to accommodate different hardware requirements

Model Features

Multiple Quantization Versions Support

Provides 12 quantization versions from Q2_K to f16, meeting various precision and performance needs

Efficient Inference

Quantized versions significantly reduce model size and improve inference speed, suitable for resource-constrained environments

Greek Language Optimization

Specifically optimized for Greek text summarization tasks

Model Capabilities

Greek Text Understanding

Text Summarization Generation

Long Text Compression

Use Cases

Content Processing

News Summarization

Automatically generates key point summaries for Greek news articles

Document Condensation

Compresses lengthy Greek documents into concise summaries

🚀 Greek Text Summarization GGUF Quantized Model

This project provides static quantizations of the kriton/greek-text-summarization model. It offers various quantized versions in the GGUF format, which can be used for Greek text summarization tasks.

📚 Documentation

About

This is a static quantization of the model from https://huggingface.co/kriton/greek-text-summarization. At present, weighted/imatrix quants seem not to be available. If they do not appear about a week after the static ones, it's likely that they are not planned. You can request them by opening a Community Discussion.

Usage

If you're unsure how to use GGUF files, refer to TheBloke's READMEs for more details, including how to concatenate multi - part files.

Provided Quants

The provided quantized models are sorted by size (not necessarily quality. IQ - quants are often preferable over similar sized non - IQ quants).

Link	Type	Size/GB	Notes
GGUF	Q2_K	0.3
GGUF	Q3_K_S	0.3
GGUF	Q3_K_M	0.3	lower quality
GGUF	Q3_K_L	0.3
GGUF	IQ4_XS	0.3
GGUF	Q4_K_S	0.3	fast, recommended
GGUF	Q4_K_M	0.3	fast, recommended
GGUF	Q5_K_S	0.3
GGUF	Q5_K_M	0.3
GGUF	Q6_K	0.4	very good quality
GGUF	Q8_0	0.4	fast, best quality
GGUF	f16	0.7	16 bpw, overkill

Here is a handy graph by ikawrakow comparing some lower - quality quant types (lower is better):

And here are Artefact2's thoughts on the matter: https://gist.github.com/Artefact2/b5f810600771265fc1e39442288e8ec9

FAQ / Model Request

See https://huggingface.co/mradermacher/model_requests for some answers to questions you might have and/or if you want some other model quantized.

Thanks

I thank my company, nethype GmbH, for letting me use its servers and providing upgrades to my workstation to enable this work in my free time. Additional thanks to @nicoboss for giving me access to his private supercomputer, enabling me to provide many more imatrix quants, at much higher quality, than I would otherwise be able to.

📄 License

This project is licensed under the apache - 2.0 license.

Property	Details
Model Type	Greek Text Summarization
Base Model	kriton/greek-text-summarization
Language	el
Library Name	transformers
License	apache - 2.0
Quantized By	mradermacher
Tags	summarization

Featured Recommended AI Models

Empowering the Future, Your AI Solution Knowledge Base

English 简体中文繁體中文にほんご