🚀 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 |