Bonsai Image

Bonsai Image

PrismML
Seed-Music

Seed-Music

ByteDance
+
+

Related Products

  • Google AI Studio
    30 Ratings
    Visit Website
  • Adobe Firefly
    25,029 Ratings
    Visit Website
  • Planview ProjectAdvantage
    121 Ratings
    Visit Website
  • MobiPDF (formerly PDF Extra)
    7,001 Ratings
    Visit Website
  • dbt
    263 Ratings
    Visit Website
  • AI Video Cut
    1 Rating
    Visit Website
  • LTX
    182 Ratings
    Visit Website
  • SmartDraw
    559 Ratings
    Visit Website
  • Asym Capital
    1 Rating
    Visit Website
  • Valant Behavioral Health EHR
    354 Ratings
    Visit Website

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.

About

Seed-Music is a unified framework for high-quality and controlled music generation and editing, capable of producing vocal and instrumental works from multimodal inputs such as lyrics, style descriptions, sheet music, audio references, or voice prompts, and of supporting post-production editing of existing tracks by allowing direct modification of melodies, timbres, lyrics, or instruments. It combines autoregressive language modeling with diffusion approaches and a three-stage pipeline comprising representation learning (which encodes raw audio into intermediate representations, including audio tokens, symbolic music tokens, and vocoder latents), generation (which transforms these multimodal inputs into music representations), and rendering (which converts those representations into high-fidelity audio). The system supports lead-sheet to song conversion, singing synthesis, voice conversion, audio continuation, style transfer, and fine-grained control over music structure.

Platforms Supported

Windows
Mac
Linux
Cloud
On-Premises
iPhone
iPad
Android
Chromebook

Platforms Supported

Windows
Mac
Linux
Cloud
On-Premises
iPhone
iPad
Android
Chromebook

Audience

Apple Silicon developers building private local image-generation apps that need compact diffusion models

Audience

Musicians, composers, sound designers and creators requiring a tool to generate, edit and refine high-quality music

Support

Phone Support
24/7 Live Support
Online

Support

Phone Support
24/7 Live Support
Online

API

Offers API

API

Offers API

Screenshots and Videos

Screenshots and Videos

Pricing

No information available.
Free Version
Free Trial

Pricing

No information available.
Free Version
Free Trial

Reviews/Ratings

Overall 0.0 / 5
ease 0.0 / 5
features 0.0 / 5
design 0.0 / 5
support 0.0 / 5

This software hasn't been reviewed yet. Be the first to provide a review:

Review this Software

Reviews/Ratings

Overall 0.0 / 5
ease 0.0 / 5
features 0.0 / 5
design 0.0 / 5
support 0.0 / 5

This software hasn't been reviewed yet. Be the first to provide a review:

Review this Software

Training

Documentation
Webinars
Live Online
In Person

Training

Documentation
Webinars
Live Online
In Person

Company Information

PrismML
Founded: 2026
United States
prismml.com

Company Information

ByteDance
Founded: 2012
China
seed.bytedance.com/en/seed-music

Alternatives

Bonsai 27B

Bonsai 27B

PrismML

Alternatives

FLUX.2 [klein]

FLUX.2 [klein]

Black Forest Labs
FLUX.1

FLUX.1

Black Forest Labs
Qwen-Image

Qwen-Image

Alibaba

Categories

Categories

Integrations

No info available.

Integrations

No info available.
Claim Bonsai Image and update features and information
Claim Bonsai Image and update features and information
Claim Seed-Music and update features and information
Claim Seed-Music and update features and information