What are the hardware requirements for Holo1 7B Bf16?

Holo1 7B Bf16 requires approximately 16.6 GB of VRAM and supports a context window of 125K tokens. Quantized variants may run on less VRAM; see the Quantized Models section on this page.

Who developed Holo1 7B Bf16 and how large is it?

Holo1 7B Bf16 is developed by mlx-community, 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 Holo1 7B Bf16?

Holo1 7B Bf16 is hosted on Hugging Face and linked from this page. LLM Explorer also lists quantized variants and similar alternatives if available.

Holo1 7B Bf16 by mlx-community — VRAM 16.6GB, 125K context

Name: Holo1 7B Bf16
Author: mlx-community

Holo1 7B Bf16 is an open-source language model by mlx-community. Features: 7b LLM, VRAM: 16.6GB, Context: 125K, License: apache-2.0, Instruction-Based, LLM Explorer Score: 0.18.

Action Agent Base model:finetune:qwen/qwen2... Base model:qwen/qwen2.5-vl-7b-... Conversational En Endpoints compatible Image-text-to-text Instruct Mlx Multimodal Qwen2 5 vl Region:us Safetensors Sharded Tensorflow

Model Card on HF 🤗: https://huggingface.co/mlx-community/Holo1-7B-bf16

Holo1 7B Bf16 Parameters and Internals

LLM Name	Holo1 7B Bf16
Repository 🤗	https://huggingface.co/mlx-community/Holo1-7B-bf16
Base Model(s)	Qwen/Qwen2.5-VL-7B-Instruct Qwen/Qwen2.5-VL-7B-Instruct
Model Size	7b
Required VRAM	16.6 GB
Updated	2026-08-08
Maintainer	mlx-community
Model Type	qwen2_5_vl
Instruction-Based	Yes
Model Files	5.3 GB: 1-of-4 5.3 GB: 2-of-4 4.9 GB: 3-of-4 1.1 GB: 4-of-4
Supported Languages	en
Model Architecture	Qwen2_5_VLForConditionalGeneration
License	apache-2.0
Context Length	128000
Model Max Length	128000
Transformers Version	4.51.3
Padding Token	<\|endoftext\|>
Vocabulary Size	152064
Errors	replace

Rank the Holo1 7B Bf16 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 Holo1 7B Bf16

Best Alternatives	Context / RAM	Downloads	Likes
OmniLong Qwen2.5 VL 7B	512K / 16.6 GB	7	2
Qwen2.5 VL 7B Instruct	125K / 16.7 GB	8740905	1666
OlmOCR 2 7B 1025 FP8	125K / 10 GB	540426	253
OlmOCR 2 7B 1025	125K / 16.6 GB	244728	157
RolmOCR	125K / 16.6 GB	224280	589
ICM R2	125K / 16.6 GB	27	4
SpatialBlock 7B Direct	125K / 16.6 GB	49	0
Qwen2.5 VL 7B Instruct FP4	125K / 7.2 GB	49165	3
Cosmos Reason1 7B	125K / 16.6 GB	62913	244
SpaSEViLA Cold Start 7B	125K / 16.6 GB	29	0

Note: green Score (e.g. "73.2") means that the model is better than mlx-community/Holo1-7B-bf16.