What are the hardware requirements for Natural Sql 7B GGUF?

Natural Sql 7B GGUF requires approximately 2.7 GB of VRAM. Quantized variants may run on less VRAM; see the Quantized Models section on this page.

Who developed Natural Sql 7B GGUF and how large is it?

Natural Sql 7B GGUF is developed by MaziyarPanahi, a model with 7b parameters. The model is published as open weights on Hugging Face and indexed on LLM Explorer with full benchmark history.

Where can I download or evaluate Natural Sql 7B GGUF?

Natural Sql 7B GGUF is hosted on Hugging Face and linked from this page. LLM Explorer also lists quantized variants and similar alternatives if available.

Natural Sql 7B GGUF by MaziyarPanahi — VRAM 2.7GB

Name: Natural Sql 7B GGUF
Author: MaziyarPanahi

Natural Sql 7B GGUF is an open-source language model by MaziyarPanahi. Features: 7b LLM, VRAM: 2.7GB, Quantized, Code Generating, LLM Explorer Score: 0.11.

2-bit 3-bit 4-bit 5-bit 6-bit 8-bit Autotrain compatible Base model:chatdb/natural-sql-... Base model:deepseek-ai/deepsee... Base model:quantized:chatdb/na... Codegen Conversational Endpoints compatible Finetuned Gguf Has space Instruct Llama Mistral Quantized Region:us Safetensors

Model Card on HF 🤗: https://huggingface.co/MaziyarPanahi/natural-sql-7b-GGUF

Natural Sql 7B GGUF Parameters and Internals

Model Type

text-generation, instruct, conversational

Additional Notes

Quantized by MaziyarPanahi with different bits support: 2-bit, 3-bit, 4-bit, 5-bit, 6-bit, 8-bit, GGUF format.

LLM Name	Natural Sql 7B GGUF
Repository 🤗	https://huggingface.co/MaziyarPanahi/natural-sql-7b-GGUF
Model Name	natural-sql-7b-GGUF
Model Creator	chatdb
Base Model(s)	Natural Sql 7B chatdb/natural-sql-7b
Model Size	7b
Required VRAM	2.7 GB
Updated	2026-08-02
Maintainer	MaziyarPanahi
Model Type	mistral
Model Files	2.7 GB 3.7 GB 3.5 GB 3.1 GB 4.2 GB 4.0 GB 4.9 GB 4.8 GB 5.7 GB 7.3 GB 13.8 GB
GGUF Quantization	Yes
Quantization Type	gguf
Generates Code	Yes
Model Architecture	AutoModel

Rank the Natural Sql 7B GGUF capabilities

Have you tried this model? Rate its performance — this feedback helps the ML community find the right model for their needs.

Instruction Following and Task Automation
Factuality and Completeness of Knowledge
Censorship and Alignment
Data Analysis and Insight Generation
Text Generation
Text Summarization and Feature Extraction
Code Generation
Multi-Language Support and Translation

Best Alternatives to Natural Sql 7B GGUF

Best Alternatives	Context / RAM	Downloads	Likes
Codellama 7B Tofutune Gguf	0K / 4.1 GB	18	0
CodeLlama 7B Instruct GGUF	0K / 2.8 GB	12397	148
...al 7B Instruct V0.2 Slerp GGUF	0K / 2.7 GB	875	6
Stem Coder 7B Test	0K / 14.4 GB	13	0
CodeLlama 7B GGUF	0K / 2.8 GB	3053	134
CodeLlama 7B Python GGUF	0K / 2.8 GB	2163	61
Llama 2 Coder 7B GGUF	0K / 2.8 GB	867	15
Oveu 1.1 8B	0K / 0.3 GB	42	1
Personalcoder Dsa V0.1	0K / 0.2 GB	19	1
...86B 8feb Ee84fab5469d 5GU4Xkd3	0K / 1.3 GB	40	0

Note: green Score (e.g. "73.2") means that the model is better than MaziyarPanahi/natural-sql-7b-GGUF.