What are the hardware requirements for Qweble Sol 4B MLX?

Qweble Sol 4B MLX requires approximately 8.5 GB of VRAM. Quantized variants may run on less VRAM; see the Quantized Models section on this page.

Who developed Qweble Sol 4B MLX and how large is it?

Qweble Sol 4B MLX is developed by ukuwzi, a model with 4b 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 Qweble Sol 4B MLX?

Qweble Sol 4B MLX is hosted on Hugging Face and linked from this page. LLM Explorer also lists quantized variants and similar alternatives if available.

Qweble Sol 4B MLX by ukuwzi — VRAM 8.5GB

Name: Qweble Sol 4B MLX
Author: ukuwzi

Qweble Sol 4B MLX is an open-source language model by ukuwzi. Features: 4b LLM, VRAM: 8.5GB, License: apache-2.0, LLM Explorer Score: 0.32.

4-bit Apple-silicon Base model:finetune:qwen/qwen3... Base model:qwen/qwen3.5-4b Coding Conversational Devops En Finetuned Mlx Mlx-lm Qwen Qwen3.5 Qwen3 5 Region:us Safetensors Sharded Sysadmin Tensorflow

Model Card on HF 🤗: https://huggingface.co/ukuwzi/Qweble-Sol-4B-MLX

Qweble Sol 4B MLX Parameters and Internals

LLM Name	Qweble Sol 4B MLX
Repository 🤗	https://huggingface.co/ukuwzi/Qweble-Sol-4B-MLX
Base Model(s)	Qwen/Qwen3.5-4B Qwen/Qwen3.5-4B
Model Size	4b
Required VRAM	8.5 GB
Updated	2026-09-22
Maintainer	ukuwzi
Model Type	qwen3_5
Model Files	5.4 GB: 1-of-2 3.1 GB: 2-of-2
Supported Languages	en
Model Architecture	Qwen3_5ForConditionalGeneration
License	apache-2.0
Model Max Length	262144
Transformers Version	4.57.0.dev0
Tokenizer Class	Qwen2Tokenizer
Padding Token	<\|endoftext\|>
Errors	replace

Rank the Qweble Sol 4B 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 Qweble Sol 4B MLX

Best Alternatives	Context / RAM	Downloads	Likes
Qwen3.5 4B	0K / 9.3 GB	6575502	801
NuExtract3	0K / 0.2 GB	441570	324
Agents A1 4B	0K / 9.1 GB	177578	72
Qwen3.5 4B Base	0K / 9.3 GB	227814	79
CogEvol 4B	0K / 9.1 GB	809	26
Qwen3.8 4B Distill	0K / 9.3 GB	1878	26
Fara1.5 4B	0K / 9.1 GB	4934	39
Qwen3.5 4B	0K / 9.3 GB	139961	26
Qwen35 4b Sft VE	0K / 9.1 GB	3663	0
DeepSeek V4 Pro Qwen3.5 4B	0K / 9.3 GB	3476	9

Note: green Score (e.g. "73.2") means that the model is better than ukuwzi/Qweble-Sol-4B-MLX.