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BAGEL Product Information
What Is BAGEL?
BAGEL, by ByteDance-Seed, is an Apache 2.0 open-source unified multimodal model designed for advanced image and text understanding, generation, editing, and navigation. Its capabilities are comparable to proprietary systems like GPT-4o and Gemini 2.0. BAGEL can be fine-tuned, distilled, and deployed anywhere, delivering precise, accurate, and photorealistic outputs through its natively multimodal architecture.
How to Use BAGEL?
BAGEL can be used through its unified multimodal interface, which accepts both image and text inputs and outputs in a mixed format. Users can engage in multi-turn conversations, generate high-fidelity images and video frames, perform image editing, apply style transfers, navigate virtual environments, and leverage its compositional and thinking modes by providing prompts and interacting with the model.
BAGEL's Core Features
Unified Multimodal Model
Image and Text Understanding
Image and Text Generation (photorealistic images and video frames)
Image Editing (preserves visual identities and details)
Style Transfer
Navigation (in diverse environments)
Compositional Abilities (multi-turn conversations)
Thinking Mode (enhances generation and editing through reasoning)
Pre-training Initialized from Large Language Models
Mixture-of-Transformer-Experts (MoT) Architecture
BAGEL's Use Cases
Describing and Understanding Images (e.g., 'Tell me about this picture')
Generating Photorealistic Images from Text Prompts (e.g., 'a photo of three antique glass magic potions')
Editing Images While Preserving Details (e.g., 'He squatted down and touched a dog's head')
Transforming Image Styles (e.g., 'Change to 3D animated style')
Navigating and Interacting with Virtual Environments (e.g., 'After 0.40s, move forward')
Engaging in Multi-turn Conversations with Compositional Reasoning (e.g., creating a slogan for a doll)
Refining Prompts for Detailed and Coherent Visual Outputs Using a 'Thinking' Mode
FAQ about BAGEL
What Is BAGEL?
What Are BAGEL's Core Capabilities?
How Does BAGEL Compare to Other Models?
When Was BAGEL Released?
BAGEL Company
Company: ByteDance.
BAGEL GitHub
GitHub Repository: https://github.com/bytedance-seed/BAGEL
BAGEL Screenshot
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