What are the hardware requirements for Sqlcoder 7B 2 MLX?

Sqlcoder 7B 2 MLX requires approximately 4 GB of VRAM and supports a context window of 16K tokens. Quantized variants may run on less VRAM; see the Quantized Models section on this page.

Who developed Sqlcoder 7B 2 MLX and how large is it?

Sqlcoder 7B 2 MLX is developed by ucalyptus, 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 Sqlcoder 7B 2 MLX?

Sqlcoder 7B 2 MLX is hosted on Hugging Face and linked from this page. LLM Explorer also lists quantized variants and similar alternatives if available.

Sqlcoder 7B 2 MLX by ucalyptus — VRAM 4GB, 16K context

Name: Sqlcoder 7B 2 MLX
Author: ucalyptus

Sqlcoder 7B 2 MLX is an open-source language model by ucalyptus. Features: 7b LLM, VRAM: 4GB, Context: 16K, License: cc-by-sa-4.0, LLM Explorer Score: 0.13.

Endpoints compatible Llama Mlx Region:us Safetensors

Model Card on HF 🤗: https://huggingface.co/ucalyptus/sqlcoder-7b-2-MLX

Sqlcoder 7B 2 MLX Benchmarks

LLME Score: 0.13334

^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)

Sqlcoder 7B 2 MLX (ucalyptus/sqlcoder-7b-2-MLX)

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Sqlcoder 7B 2 MLX Parameters and Internals

Model Type

text-generation

Additional Notes

This model was converted to MLX format from defog/sqlcoder-7b-2.

LLM Name	Sqlcoder 7B 2 MLX
Repository 🤗	https://huggingface.co/ucalyptus/sqlcoder-7b-2-MLX
Model Size	7b
Required VRAM	4 GB
Updated	2026-04-23
Maintainer	ucalyptus
Model Type	llama
Model Files	4.0 GB
Model Architecture	LlamaForCausalLM
License	cc-by-sa-4.0
Context Length	16384
Model Max Length	16384
Transformers Version	4.40.2
Vocabulary Size	32016
Torch Data Type	float16

Quantized Models of the Sqlcoder 7B 2 MLX

Model	Likes	Downloads	VRAM
Sqlcoder 7B 2	426	46192	13 GB

Best Alternatives to Sqlcoder 7B 2 MLX

Best Alternatives	Context / RAM	Downloads
124	1024K / 16.1 GB	93
162	1024K / 16.1 GB	60
157	1024K / 16.1 GB	101
118	1024K / 16.1 GB	15
A5.4	1024K / 16.1 GB	12
A6 L	1024K / 16.1 GB	201
A3.4	1024K / 16.1 GB	13
A2.4	1024K / 16.1 GB	12
M	1024K / 16.1 GB	127
2 Very Sci Fi	1024K / 16.1 GB	317

Note: green Score (e.g. "73.2") means that the model is better than ucalyptus/sqlcoder-7b-2-MLX.

Rank the Sqlcoder 7B 2 MLX 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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Sqlcoder 7B 2 MLX by ucalyptus