Bonsai ImagePrismML
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About
Bonsai Image Ternary 4B MLX 2-bit is a ternary-weight text-to-image diffusion transformer deployment for Apple Silicon. It is built as a quality-oriented Bonsai Image variant, using ternary {−1, 0, +1} transformer weights with FP16 group-wise scaling in the matrix-heavy transformer layers, including Q/K/V projections, output projections, and MLP weights. The model reduces the FLUX.2 Klein 4B transformer from 7.75 GB FP16 to a 1.21 GB Bonsai Image transformer, a 6.4× smaller footprint, while keeping visual quality and prompt fidelity close to the original model. The Apple Silicon deployment payload is 3.88 GB, including the MLX 2-bit diffusion transformer, a 4-bit Qwen3-4B text encoder, and an FP16 Flux2 VAE. After prompt encoding, the text encoder is offloaded, so the denoising loop only keeps the compact transformer and VAE resident. The model uses a 4-step FlowMatchEuler sampler with guidance 1.0 and shift 3.0, with no CFG and no negative prompts required.
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About
Waveloom is a developer platform that enables the visual construction and deployment of AI workflows, integrating services like GPT-4, Claude, and DALL-E without the need for infrastructure coding. Its drag-and-drop interface allows users to create complex AI workflows, connecting various services and transforming data seamlessly. Waveloom provides a unified SDK to access multiple AI models, including Claude 3.5, GPT-4, Gemini, Llama, DALL-E, Lora, Flux, Stable Diffusion, and Whisper, handling the underlying infrastructure to let developers focus on building applications. The platform offers real-time monitoring, enabling users to observe workflow execution, debug issues, optimize performance, and manage costs from a single dashboard. With a single function call, developers can run diverse processes, such as AI prompts and image generation, facilitating the creation of AI processing tasks involving large language models, image and video processing, voice synthesis, data storage, etc.
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Platforms Supported
Windows
Mac
Linux
Cloud
On-Premises
iPhone
iPad
Android
Chromebook
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Platforms Supported
Windows
Mac
Linux
Cloud
On-Premises
iPhone
iPad
Android
Chromebook
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Audience
Apple Silicon developers building private local image-generation apps that need compact diffusion models
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Audience
Software developers wanting a platform to build and deploy AI workflows without extensive infrastructure management
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Support
Phone Support
24/7 Live Support
Online
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Support
Phone Support
24/7 Live Support
Online
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API
Offers API
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API
Offers API
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Screenshots and Videos |
Screenshots and Videos |
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Pricing
No information available.
Free Version
Free Trial
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Pricing
No information available.
Free Version
Free Trial
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Reviews/
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Reviews/
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Training
Documentation
Webinars
Live Online
In Person
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Training
Documentation
Webinars
Live Online
In Person
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Company InformationPrismML
Founded: 2026
United States
prismml.com
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Company InformationWaveloom
www.waveloom.dev/
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Categories |
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Integrations
Amazon Web Services (AWS)
Claude
Claude Haiku 4.5
DALL·E 3
GPT-4
Gemini
Gemini 1.5 Flash
Gemini 1.5 Pro
Gemini 2.0
Gemini 2.0 Flash
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Integrations
Amazon Web Services (AWS)
Claude
Claude Haiku 4.5
DALL·E 3
GPT-4
Gemini
Gemini 1.5 Flash
Gemini 1.5 Pro
Gemini 2.0
Gemini 2.0 Flash
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