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Ovis1.6 Llama3.2 3B
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Ovis1.6 Llama3.2 3B

huggingface.co·Infrastructure

Ovis1.6-Llama3.2-3B is an open multimodal model that integrates vision understanding with the Llama 3.2 3B language model. It supports image and text inputs, tool calling, and follows a chat template optimized for instruction following. The model is distributed on Hugging Face and is suitable for developers building lightweight multimodal applications that require both language reasoning and visual comprehension.

Open SourceApache-2.0
WebCLIAPI
O
Ovis1.6 Llama3.2 3B preview
Visit huggingface.co↗
⭐1.5k
stars
🍴84
forks
✓3
features
📅2024
since

Overview

3 features

In the Foundation models & chat space, Ovis1.6 Llama3.2 3B takes a focused approach. It focuses on enabling smaller open-source models to understand both text and images for multimodal applications without relying on massive proprietary systems. It is built as an open-source project for Multimodal AI developers. Ovis1.6 Llama3.2 3B is open source under the Apache-2.0 license. It runs on the web, the command line, and API.

ATH-MaaS builds and maintains Ovis1.6 Llama3.2 3B, and the product first shipped in 2024. Development happens publicly on GitHub with 1.5k stars and 1 commits in the last 90 days. Key capabilities include multimodal input, vision-language understanding, and tool use support.

  • ✓Multimodal input
  • ✓Vision-language understanding
  • ✓Tool use support

Tags

multimodal-llmvision-language-modelllama-based3b-parametersovis

AI capabilities

MultimodalInference: LocalWeights: Open

Built with & integrations

Framework
fastapi
Hosting
aws
AI providers
local_ossmeta_llama
Runs on
BrowserCLIAPI-only

Trust & compliance

LicenseApache-2.0
Verified signals
✓ HTTPS✓ Privacy Policy✓ Terms of Service✓ Open Source✓ Free tier✓ Active maintenance
Legal
Privacy Policy →Terms of Service →

Recent events

Latest indexed changes and source events

  1. IndexedJul 21, 3:32 PM

    ATH-MaaS/Ovis1.6-Llama3.2-3B verified by the PulseGate indexer

    Source: PulseGate indexerOpen ↗

Frequently asked questions about Ovis1.6 Llama3.2 3B

What does Ovis1.6 Llama3.2 3B do?
Ovis1.6 Llama3.2 3B focuses on enabling smaller open-source models to understand both text and images for multimodal applications without relying on massive proprietary systems. It is catalogued under Foundation models & chat on PulseGate.
Who is Ovis1.6 Llama3.2 3B for?
Ovis1.6 Llama3.2 3B is an open-source project built for Multimodal AI developers.
Is Ovis1.6 Llama3.2 3B free?
Yes — Ovis1.6 Llama3.2 3B is open source under the Apache-2.0 license and free to use.
What platforms does Ovis1.6 Llama3.2 3B run on?
Ovis1.6 Llama3.2 3B runs on the web, the command line, and API.
Is Ovis1.6 Llama3.2 3B still maintained?
PulseGate's liveness checks currently classify Ovis1.6 Llama3.2 3B as active. The GitHub repository shows 1 commits in the last 90 days.
What are alternatives to Ovis1.6 Llama3.2 3B?
Similar tools tracked by PulseGate include Llama 3.2 1B, Llama 3.1 8B, and Viper Llama 3 2 1B.Llama 3.2 1BLlama 3.1 8BViper Llama 3 2 1BSee all 7 alternatives
Who makes Ovis1.6 Llama3.2 3B?
Ovis1.6 Llama3.2 3B is developed by ATH-MaaS.
When did Ovis1.6 Llama3.2 3B launch?
Ovis1.6 Llama3.2 3B first shipped in 2024.

At a glance

Pricing
Open Source
Platforms
Cli · Web
Languages
English
License
Apache-2.0
First seen
Jul 29, 2024
Activity
🟢 Active
Status
🟢 Active
Built for
Multimodal AI developers
Model
Open source
Solves
Enabling smaller open-source models to understand both text and images for multimodal applications without relying on massive proprietary systems.

Developer

ATH-MaaS
Small team

Open source

⭐ Stars
1,468
🍴 Forks
84
Open issues
82
Last commit
6d ago
Commits 90d
1
Contributors
5
Authorship
Small team
Default branch
main

Live coverage

Confidence
Medium · 70
Indexed
Jul 21, 2026
Lifecycle
Alive
Activity
Active
First seen
Jul 2024
Last seen
today
Identity audit (10)
Entity ID
cmrutbj6607apqoargha36wac
Slug
ath-maas-ovis1-6-llama3-2-3b-huggingface-co
Lifecycle last checked
Jul 21, 2026
Verification state
Indexed for public listing
Claim / listing state
Unclaimed · listed: yes
Index status
Included in index
Latest evidence snapshot
Jul 21, 2026
Timeline basis
Indexed-at chronology (no inferred launch/funding milestones).
Last updated
Jul 21, 2026
Canonical URL
https://huggingface.co/ATH-MaaS/Ovis1.6-Llama3.2-3B

Similar apps

Other apps tracked under the same category.

  • Llama 3.2 1B
    huggingface.co
  • Llama 3.1 8B
    huggingface.co
  • Viper Llama 3 2 1B
    huggingface.co
  • Llama 3.2 11B Vision Instruct
    huggingface.co
  • Llama 3.1 405B
    huggingface.co
  • Hermes 3 Llama 3.1 8B
    huggingface.co

See 7 alternatives to Ovis1.6 Llama3.2 3B