What are the hardware requirements for Qwen2.5 Coder 3B Sql Doctor Mlx?

Qwen2.5 Coder 3B Sql Doctor Mlx requires approximately 1.7 GB of VRAM and supports a context window of 32K tokens. Quantized variants may run on less VRAM; see the Quantized Models section on this page.

Who developed Qwen2.5 Coder 3B Sql Doctor Mlx and how large is it?

Qwen2.5 Coder 3B Sql Doctor Mlx is developed by KarRak007, a model with 3b 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 Qwen2.5 Coder 3B Sql Doctor Mlx?

Qwen2.5 Coder 3B Sql Doctor Mlx is hosted on Hugging Face and linked from this page. LLM Explorer also lists quantized variants and similar alternatives if available.

Qwen2.5 Coder 3B Sql Doctor Mlx by KarRak007 — VRAM 1.7GB, 32K context

Name: Qwen2.5 Coder 3B Sql Doctor Mlx
Author: KarRak007

Qwen2.5 Coder 3B Sql Doctor Mlx is an open-source language model by KarRak007. Features: 3b LLM, VRAM: 1.7GB, Context: 32K, License: apache-2.0, Quantized, Instruction-Based, Code Generating.

4-bit 4bit Apple-silicon Base model:mlx-community/qwen2... Base model:quantized:mlx-commu... Code Codegen Conversational Database En Instruct Mlx Mysql Optimization Postgresql Quantized Qwen Qwen2 Qwen2.5-coder Region:us Safetensors Sql

Model Card on HF 🤗: https://huggingface.co/KarRak007/qwen2.5-coder-3b-sql-doctor-mlx

Qwen2.5 Coder 3B Sql Doctor Mlx Parameters and Internals

LLM Name	Qwen2.5 Coder 3B Sql Doctor Mlx
Repository 🤗	https://huggingface.co/KarRak007/qwen2.5-coder-3b-sql-doctor-mlx
Base Model(s)	mlx-community/Qwen2.5-Coder-3B-Instruct-4bit mlx-community/Qwen2.5-Coder-3B-Instruct-4bit
Model Size	3b
Required VRAM	1.7 GB
Updated	2026-11-04
Maintainer	KarRak007
Model Type	qwen2
Instruction-Based	Yes
Model Files	1.7 GB
Supported Languages	en
Quantization Type	4bit
Generates Code	Yes
Model Architecture	Qwen2ForCausalLM
License	apache-2.0
Context Length	32768
Model Max Length	32768
Transformers Version	4.43.1
Tokenizer Class	Qwen2Tokenizer
Padding Token	<\|endoftext\|>
Vocabulary Size	151936
Torch Data Type	bfloat16
Errors	replace

Rank the Qwen2.5 Coder 3B Sql Doctor Mlx 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 Qwen2.5 Coder 3B Sql Doctor Mlx

Best Alternatives	Context / RAM	Downloads	Likes
Qwen Manim Animation 16bit	32K / 6.2 GB	19	0
...wen2.5 Coder 3B Instruct V13.1	32K / 6.2 GB	93	0
...2.5 Coder 3B Instruct Bnb 4bit	32K / 2 GB	20815	8
Qwen2.5 Coder 3B Instruct 4bit	32K / 1.7 GB	1621	2
Qwen3b Lora Finetune	32K / 6.2 GB	9	1
Qwen3b Lora Finetune	32K / 6.2 GB	0	1
Qwen2.5 0.5 Bnb 4bit	32K / 2 GB	23	1
VibeThinker 3B	128K / 6.2 GB	52745	806
VibeThinker 3B Heretic	128K / 6.2 GB	1016	4
Tessa T1 3B	117K / 6.2 GB	10	5

Note: green Score (e.g. "73.2") means that the model is better than KarRak007/qwen2.5-coder-3b-sql-doctor-mlx.