Smart-Lemon-Cookie-7B-GGUF Open-Source Model - Multiple Quantization Options to Boost Text Generation and Role-Playing

Smart Lemon Cookie 7B GGUF

Developed by mradermacher

This is a static quantization version of FallenMerick/Smart-Lemon-Cookie-7B, offering multiple quantization options, suitable for text generation and role-playing tasks.

Large Language Model English#Quantization Efficient #Text Generation #Role-Playing

Downloads 142

Release Time : 4/30/2024

Model Overview

A 7B-parameter language model based on the Mistral architecture, quantized to reduce model size and improve inference efficiency, supporting English text generation.

Model Features

Multiple Quantization Versions

Offers a range of quantization options from Q2_K to f16 to meet performance and precision needs in various scenarios.

Efficient Inference

Quantized models are smaller in size and faster in inference, making them suitable for resource-constrained environments.

Role-Playing Support

The model is particularly adept at role-playing tasks, capable of generating coherent and contextually appropriate dialogue.

Model Capabilities

Text Generation

Role-Playing

English Language Processing

Use Cases

Entertainment

Role-Playing Games

Used to generate NPC dialogues in games, enhancing player immersion.

Produces natural and fluent dialogue content

Creative Writing

Story Generation

Assists writers in generating story segments or inspiration.

Provides diverse creative texts

🚀 Smart-Lemon-Cookie-7B-GGUF

This repository provides static quants of the Smart-Lemon-Cookie-7B model, offering various quantization options for efficient usage.

🚀 Quick Start

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

✨ Features

Quantization: Offers static quants of the Smart-Lemon-Cookie-7B model.
Multiple Quant Types: Provides a variety of quant types with different sizes and qualities for users to choose from.

📚 Documentation

About

Static quants of https://huggingface.co/FallenMerick/Smart-Lemon-Cookie-7B. Weighted/imatrix quants seem not to be available (by me) at this time. If they do not show up a week or so after the static ones, I have probably not planned for them. Feel free to request them by opening a Community Discussion.

Provided Quants

(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	2.8
GGUF	IQ3_XS	3.1
GGUF	Q3_K_S	3.3
GGUF	IQ3_S	3.3	beats Q3_K*
GGUF	IQ3_M	3.4
GGUF	Q3_K_M	3.6	lower quality
GGUF	Q3_K_L	3.9
GGUF	IQ4_XS	4.0
GGUF	Q4_K_S	4.2	fast, recommended
GGUF	Q4_K_M	4.5	fast, recommended
GGUF	Q5_K_S	5.1
GGUF	Q5_K_M	5.2
GGUF	Q6_K	6.0	very good quality
GGUF	Q8_0	7.8	fast, best quality
GGUF	f16	14.6	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.

📄 License

This project is licensed under the cc - by - 4.0 license.

👏 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.

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