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
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
What is the LLM Explorer Rank (Score)
Natural Sql 7B GGUF Parameters and Internals
| Model Type |
| |
| Additional Notes |
|
| 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) | |
| Model Size | 7b |
| Required VRAM | 2.7 GB |
| Updated | 2025-09-23 |
| Maintainer | MaziyarPanahi |
| Model Type | mistral |
| Model Files | |
| GGUF Quantization | Yes |
| Quantization Type | gguf |
| Generates Code | Yes |
| Model Architecture | AutoModel |
Best Alternatives to Natural Sql 7B GGUF
Best Alternatives |
Context / RAM |
Downloads |
Likes |
|---|---|---|---|
| Codellama 7B Tofutune Gguf | 0K / 4.1 GB | 9 | 0 |
| CodeLlama 7B Instruct GGUF | 0K / 2.8 GB | 8038 | 146 |
| CodeLlama 7B GGUF | 0K / 2.8 GB | 5843 | 132 |
| ...al 7B Instruct V0.2 Slerp GGUF | 0K / 2.7 GB | 417 | 6 |
| Stem Coder 7B Test | 0K / 14.4 GB | 13 | 0 |
| CodeLlama 7B Python GGUF | 0K / 2.8 GB | 3604 | 61 |
| Llama 2 Coder 7B GGUF | 0K / 2.8 GB | 928 | 15 |
| CodeLlama 7B GGML | 0K / 3 GB | 16 | 27 |
| CodeLlama 7B Python GGML | 0K / 2.9 GB | 14 | 24 |
| CodeLlama 7B Instruct GGML | 0K / 3 GB | 14 | 20 |
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
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Original data from HuggingFace, OpenCompass and various public git repos.
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Release v20260328a