Nondzu_-_zephyr-7b-beta-pl-gguf

RichardErkhov/Nondzu_-_zephyr-7b-beta-pl-gguf

Nondzu_-_zephyr-7b-beta-pl-gguf is a machine learning model from RichardErkhov. Use it for the machine learning task on the model card, and read the license before you ship it in a product.

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.gguf95.2 GB · 100%

At a glance

Access: Public
Created: Jun 29, 2024
Updated: Jun 29, 2024
SHA: 34f5a73d

Model card

From the Hugging Face model README

Quantization made by Richard Erkhov.

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zephyr-7b-beta-pl - GGUF

Model creator: https://huggingface.co/Nondzu/
Original model: https://huggingface.co/Nondzu/zephyr-7b-beta-pl/

Name	Quant method	Size
zephyr-7b-beta-pl.Q2_K.gguf	Q2_K	2.53GB
zephyr-7b-beta-pl.IQ3_XS.gguf	IQ3_XS	2.81GB
zephyr-7b-beta-pl.IQ3_S.gguf	IQ3_S	2.96GB
zephyr-7b-beta-pl.Q3_K_S.gguf	Q3_K_S	2.95GB
zephyr-7b-beta-pl.IQ3_M.gguf	IQ3_M	3.06GB
zephyr-7b-beta-pl.Q3_K.gguf	Q3_K	3.28GB
zephyr-7b-beta-pl.Q3_K_M.gguf	Q3_K_M	3.28GB
zephyr-7b-beta-pl.Q3_K_L.gguf	Q3_K_L	3.56GB
zephyr-7b-beta-pl.IQ4_XS.gguf	IQ4_XS	3.67GB
zephyr-7b-beta-pl.Q4_0.gguf	Q4_0	3.83GB
zephyr-7b-beta-pl.IQ4_NL.gguf	IQ4_NL	3.87GB
zephyr-7b-beta-pl.Q4_K_S.gguf	Q4_K_S	3.86GB
zephyr-7b-beta-pl.Q4_K.gguf	Q4_K	4.07GB
zephyr-7b-beta-pl.Q4_K_M.gguf	Q4_K_M	4.07GB
zephyr-7b-beta-pl.Q4_1.gguf	Q4_1	4.24GB
zephyr-7b-beta-pl.Q5_0.gguf	Q5_0	4.65GB
zephyr-7b-beta-pl.Q5_K_S.gguf	Q5_K_S	4.65GB
zephyr-7b-beta-pl.Q5_K.gguf	Q5_K	4.78GB
zephyr-7b-beta-pl.Q5_K_M.gguf	Q5_K_M	4.78GB
zephyr-7b-beta-pl.Q5_1.gguf	Q5_1	5.07GB
zephyr-7b-beta-pl.Q6_K.gguf	Q6_K	5.53GB
zephyr-7b-beta-pl.Q8_0.gguf	Q8_0	7.17GB

Original model description:

license: mit language:

Model Overview

The model is a result of advanced fine-tuning methods applied to a base model, focusing on enhancing its capabilities for specific Polish language datasets. It incorporates cutting-edge techniques and is built upon the Zephyr Beta model framework.

Current Status: Alpha

Stage: Alpha-Alpaca

Training Details

I trained the model using 3xRTX 3090 for 163 hours.

Quantised Model Links:

Model Specifics

Base Model: HuggingFaceH4/zephyr-7b-beta
Fine-Tuning Method: QLORA
Primary Focus: Polish language datasets

Datasets:

Dataset 1 Name: Lajonbot/alpaca-dolly-chrisociepa-instruction-only-polish
Dataset 1 Link: Lajonbot/alpaca-dolly-chrisociepa-instruction-only-polish
Dataset 2 Name: klima7/polish-prose
Dataset 2 Link: klima7/polish-prose

Usage Warning

As this is an experimental model, users should be aware of the following:

Reliability: The model has not been fully tested and may exhibit unexpected behaviors or performance issues.
Updates: The model is subject to change based on ongoing testing and feedback.
Data Sensitivity: Users should exercise caution when using sensitive or private data, as the model's output and behavior are not fully predictable at this stage.

Prompt template: Alpaca

Below is an instruction that describes a task. Write a response that appropriately completes the request.

### Instruction:
{prompt}

### Response:

Example

image/png

Feedback and Contribution

User feedback is crucial during this testing phase. We encourage users to provide feedback on model performance, issues encountered, and any suggestions for improvements. Contributions in terms of shared test results, datasets, or code improvements are also welcome.

Disclaimer: This experimental model is provided 'as is', without warranty of any kind. Users should use the model at their own risk. The creators or maintainers of the model are not responsible for any consequences arising from its use.

image/png

Created: Jun 29, 2024
Updated: Jun 29, 2024