inclusionAI/Realtime-Venus
any-to-any model by inclusionAI
From the publisher
Model card & documentation
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Realtime-Venus A full-duplex interaction system with asynchronous delegation English | 简体中文 Realtime-Venus supports proactive audio-visual interaction, asynchronous delegation, and interruption-aware full-duplex dialogue. This repository hosts two checkpoints of the Realtime-Venus system: interaction model. It continuously watches and listens, decides whether and when to respond, and generates text and speech on a shared causal timeline. Adapted from MiniCPM-o 4.5, it supports proactive interaction, semantic interruption handling, and training-free long-video memory. checkpoint on the same streaming backbone, for audio understanding and audio-driven conversation with text or speech output. Both directories contain model weights and custom Hugging Face Transformers code. The asynchronous Realtime-Venus-Harness and its external tool integrations live in the GitHub repository. distinguishes backchannels, interruptions, corrections, and redirections. video and audio, and initiates a response when an event warrants it — without waiting for a user prompt. timeline and consumes asynchronous backend results the same way, so external tasks never block the…
Read the full model card ↗ · Preview checked 2026-09-23T09:40:26.834Z
Inside the original model card — Document outline
- 1. 🧭 Overview
- 2. ✨ Highlights
- 3. 📋 Model Details
- 4. 📊 Evaluation
- 5. 🗂️ Repository Layout
- 6. 🛠️ Installation
- 7. 🎙️ Realtime-Venus-Omni Usages
- 7.1 🧱 Model Initialization
- 7.2 🔊 Duplex Omni Mode
- 7.2.1 Duplex Chat
- 7.2.2 Speech-In Duplex Chat
- 7.2.3 Memory Duplex Chat
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Documentation belongs to its respective authors. Reported project/model license: apache-2.0. A listing is not a grant of reuse or training rights. Confirm the document’s own terms at the source.
Model overview
inclusionAI/Realtime-Venus is a any-to-any model repository published by inclusionAI on Hugging Face. The source reports the transformers library.
This page summarizes Hub metadata. For intended use, training data, evaluation results and limitations, consult the original model card.
Model facts
- Task
- any-to-any
- Library
- transformers
- Recent downloads (30 days)
- 27
- Cumulative likes
- 70
- Hugging Face trending score
- 69
- Reported safetensors parameters
- Not reported
- Architecture
- Not reported
- License
- apache-2.0
- Access
- Not gated by Hugging Face
- Created
- 2026-09-16T08:02:28.000Z
- Last modified
- 2026-09-23T03:05:19.000Z
Compatibility and lineage
Reported languages: en, zh
Base-model lineage was not included.
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Use and evaluate
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Source and freshness
Source: Hugging Face Hub. Metadata observed 2026-09-23T06:37:23.610Z. Daily imports are snapshots, not real-time monitoring.
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