🧠
Ovis Image 7b model by Ath Maas
⭐ 55.3
🧠
Model

Ovis Image 7b

by Ath Maas ath-maas/ovis-image-7b
Free2AITools Nexus Index
55.3
S: Semantic 50

Query-time baseline · scored live at search

A: Authority 55
P: Popularity 25
R: Recency 91
Q: Quality 65
Tech Context
7 Params
4.096K Ctx
Vital Performance
939 DL / 30D
Source β†’

Task categories from upstream metadata

🎨AI Art Gen
Low FNI signal 55.3 FNI Score
7B Params
4k Context
939 Downloads
8G GPU ~7GB Est. VRAM
Commercial APACHE License
Model Information Summary
Entity Passport
Registry ID ath-maas/ovis-image-7b
License Apache-2.0
Provider huggingface
πŸ’Ύ

Compute Threshold

~6.5GB VRAM

Interactive
Estimate fit
β–Ό

* Static estimation for 4-Bit Quantization.

πŸ“œ

Cite this model

Academic & Research Attribution

BibTeX 
@misc{ath_maas_ovis_image_7b,
  author = {Ath Maas},
  title = {Ovis Image 7b Model},
  year = {2026},
  howpublished = {\url{https://huggingface.co/ATH-MaaS/Ovis-Image-7B}},
  note = {Accessed via Free2AITools.}
}
APA Style
Ath Maas. (2026). Ovis Image 7b [Model]. Free2AITools. https://huggingface.co/ATH-MaaS/Ovis-Image-7B

πŸ”¬Technical Deep Dive

Full Specifications [+]

Quick Commands

πŸ¦™ Ollama Run
ollama run ovis-image-7b
πŸ€— HF Download
huggingface-cli download ath-maas/ovis-image-7b

βš–οΈ Free2AITools Nexus Index V2.0

Methodology How FNI works
Semantic (S) 50

Query-time baseline · scored live at search

Authority (A) 55
Popularity (P) 25
Recency (R) 91
Quality (Q) 65

πŸ’¬ Index Insight

FNI V2.0 for Ovis Image 7b: Authority (A:55), Popularity (P:25), Recency (R:91), Quality (Q:65). Semantic (S) is a query-time baseline scored live at search.

Free2AITools Nexus Index

Data Sources / Provenance

HuggingFace API GitHub Metadata Arxiv Citation DB Methodology
Open data Updated: Live data
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Deployment reference

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Technical Deep Dive

⚠️ Incomplete Data

Some information about this model is not available. Use with Caution - Verify details from the original source before relying on this data.

View Original Source β†’

πŸ“ Limitations & Considerations

  • β€’ Benchmark scores may vary based on evaluation methodology and hardware configuration.
  • β€’ VRAM requirements are estimates; actual usage depends on quantization and batch size.
  • β€’ FNI scores are relative rankings and may change as new models are added.
  • ⚠ License Unknown: Verify licensing terms before commercial use.

Social Proof

HuggingFace Hub
939Downloads
Hub Discussions
πŸ€— Data Source: Hugging Face β†—
πŸ”„ Updated daily

Source summary: Based on Hugging Face metadata. Not a recommendation.

πŸ“Š FNI Methodology πŸ“š Knowledge Baseℹ️ Verify with original source

πŸ›‘οΈ Model Transparency Report

Technical metadata sourced from upstream repositories.

Open Metadata

πŸ†” Identity & Source

id
hf-model--ath-maas--ovis-image-7b
slug
ath-maas--ovis-image-7b
source
huggingface
author
Ath Maas
license
Apache-2.0
tags
diffusers, safetensors, image generation, text-to-image, en, zh, arxiv:2511.22982, base_model:aidc-ai/ovis2.5-2b, base_model:finetune:aidc-ai/ovis2.5-2b, license:apache-2.0, diffusers:ovisimagepipeline, deploy:azure, region:us

βš™οΈ Technical Specs

architecture
null
params billions
7
context length
4,096
pipeline tag
text-to-image
vram gb
6.5
vram is estimated
true
vram formula
VRAM β‰ˆ (params * 0.75) + 0.8GB (KV) + 0.5GB (OS)

πŸ“Š Engagement & Metrics

downloads
939
stars
null
forks
null

Data indexed from public sources. Updated daily.