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Natural Sql 7B GGUF by MaziyarPanahi

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Natural Sql 7B GGUF is an open-source language model by MaziyarPanahi. Features: 7b LLM, VRAM: 2.7GB, Quantized, Code Generating, LLM Explorer Score: 0.12.

  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 Benchmarks

LLME Score: 0.11523
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Natural Sql 7B GGUF (MaziyarPanahi/natural-sql-7b-GGUF)
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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 NameNatural Sql 7B GGUF
Repository 🤗https://huggingface.co/MaziyarPanahi/natural-sql-7b-GGUF 
Model Namenatural-sql-7b-GGUF
Model Creatorchatdb
Base Model(s)  Natural Sql 7B   chatdb/natural-sql-7b
Model Size7b
Required VRAM2.7 GB
Updated2025-09-23
MaintainerMaziyarPanahi
Model Typemistral
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 QuantizationYes
Quantization Typegguf
Generates CodeYes
Model ArchitectureAutoModel

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

Rank the Natural Sql 7B GGUF Capabilities

🆘 Have you tried this model? Rate its performance. This feedback would greatly assist ML community in identifying the most suitable model for their needs. Your contribution really does make a difference! 🌟

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  

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