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What is Bonsai Image?
The Bonsai Image Ternary 4B MLX 2-bit is a specialized text-to-image diffusion transformer optimized for Apple Silicon, prioritizing high-quality output in its Bonsai Image iteration. By leveraging ternary weights of {−1, 0, +1} alongside FP16 group-wise scaling within its transformer architecture, which includes Q/K/V projections, output projections, and MLP weights, it achieves notable efficiency. This model successfully compresses the FLUX.2 Klein 4B transformer from a hefty 7.75 GB FP16 down to a mere 1.21 GB, resulting in an impressive 6.4× reduction in size while still preserving visual quality and prompt fidelity similar to the original version. The deployment package tailored for Apple Silicon weighs in at 3.88 GB, encompassing the MLX 2-bit diffusion transformer, a 4-bit Qwen3-4B text encoder, and an FP16 Flux2 VAE. Once the text encoder processes the prompt encoding, it is offloaded, ensuring that only the compact transformer and VAE are retained in memory throughout the denoising loop. Additionally, this model incorporates a 4-step FlowMatchEuler sampler with guidance set at 1.0 and a shift of 3.0, effectively eliminating the requirement for CFG and negative prompts, which simplifies the generation process and enhances the overall user experience. Overall, this development marks a noteworthy leap forward in the quest for efficient and high-quality image generation technology, making it accessible for a broader range of applications. Furthermore, the advancements made in this model illustrate the ongoing evolution in the field of machine learning and image synthesis.
What is Bonsai?
Bonsai serves as a comprehensive management tool designed specifically for small enterprises and solo professionals. Among its most utilized features is financial management, which encompasses all essential aspects for owners to effectively oversee their finances and reach their profitability targets, including invoicing and payments, accounting, taxation, and banking solutions. The platform boasts a user-friendly and streamlined dashboard that facilitates ease of use.
With Bonsai, small and medium-sized businesses can effortlessly monitor their revenue and automate the classification of expenditures to optimize tax deductions. It allows entrepreneurs to expedite payment processing by generating professional invoices in mere seconds, complete with global payment options and automatic payment reminders.
Beyond financial capabilities, Bonsai also delivers an integrated client and project management system. This system features contracts with e-signatures, proposal creation, customer relationship management (CRM), client forms, scheduling tools, time tracking, and additional functionalities essential for effectively managing and expanding a business. Users can also craft personalized contracts and proposals using a library of over 1,000 templates provided by Bonsai.
All of Bonsai’s functionalities are interconnected and automated, establishing it as a holistic business process management solution that conserves both time and resources. By adopting Bonsai, business owners can focus on growth while the platform manages the operational details seamlessly. Ultimately, Bonsai empowers users to streamline various aspects of their business, fostering efficiency and success.
Integrations Supported
AI Agent Builder
Calendly
ClickUp
Gmail
Google Calendar
Google Drive
Google Sheets
HubSpot CRM
HubSpot Customer Platform
QuickBooks Online
Integrations Supported
AI Agent Builder
Calendly
ClickUp
Gmail
Google Calendar
Google Drive
Google Sheets
HubSpot CRM
HubSpot Customer Platform
QuickBooks Online
API Availability
Has API
API Availability
Has API
Pricing Information
Pricing not provided
Free Version
Free Trial Offered?
Pricing Information
$17 per month
Free Version
Free Trial Offered?
Supported Platforms
SaaS
Android
iPhone
iPad
Windows
Mac
On-Prem
Chromebook
Linux
Supported Platforms
SaaS
Android
iPhone
iPad
Windows
Mac
On-Prem
Chromebook
Linux
Customer Service / Support
Standard Support
24 Hour Support
Web-Based Support
Customer Service / Support
Standard Support
24 Hour Support
Web-Based Support
Training Options
Documentation Hub
Webinars
Online Training
On-Site Training
Training Options
Documentation Hub
Webinars
Online Training
On-Site Training
Company Facts
Organization Name
PrismML
Date Founded
2026
Company Location
United States
Company Website
prismml.com
Company Facts
Organization Name
Bonsai
Date Founded
2016
Company Location
United States
Company Website
www.hellobonsai.com/
Categories and Features
Categories and Features
Accounting
Accounts Payable
Accounts Receivable
Bank Reconciliation
Billing & Invoicing
CPA Firms
Cash Management
Cryptocurrency Support
Expense Tracking
Fixed Asset Management
Fund Accounting
General Ledger
Government
Multi-Currency
Nonprofits
Payroll Management
Project Accounting
Purchase Orders
Tax Management
Billing and Invoicing
Billing Portal
Contact Database
Contingency Billing
Customer Portal
Customizable Invoices
Dunning Management
Hourly Billing
Invoice History
Mobile Payments
Multi-Currency
Online Invoicing
Online Payments
Payment Processing
Project Billing
Recurring/Subscription Billing
Service Ticket Billing
Tax Calculator
Bookkeeping
Accounts Payable
Accounts Receivable
Bank Reconciliation
Billing & Invoicing
Cash Management
Collections
Expense Tracking
Fixed Asset Management
General Ledger
Payroll
Revenue Recognition
Spend Management
Tax Management
Business Bank Accounts
Bank Wires
Bill Pay
Billing & Invoicing
Business Credit Cards
Checking Account
Checks
Expense Management
Instant Payouts
No Fee Payments
Rewards
Savings Account
Spend Management
Business Management
Billing & Invoicing
CRM
Employee Management
Financial Management
Inventory Management
Marketing Management
Order Management
Point of Sale (POS)
Project Management
Purchasing
Scheduling
Time & Expense Tracking
Training Management
Vendor Management
Contract Management
Buy Side (Suppliers)
Completion Tracking
Compliance Tracking
Contract Lifecycle Management
Electronic Signature
Full Text Search
Government Contracts
Pre-built Templates
Sell Side (Customers)
Specialty Contracts
Version Control
Workflow Management
CRM
Calendar/Reminder System
Call Logging
Document Storage
Email Marketing
Internal Chat Integration
Lead Scoring
Marketing Automation Integration
Mobile Access
Quotes / Proposals
Segmentation
Social Media Integration
Task Management
Territory Management
Expense Report
Approval Process Control
Invoice Management
Multi-Currency
Receipt Management
Reimbursement Management
Spend Control
Time Tracking
Workflow Management
Forms Automation
Approval Process Control
Archiving & Retention
Collaboration
Document Indexing
Drag & Drop
Full Text Search
Remote Document Access
Rules-Based Workflow
Text Editing
Version Control
Proposal Management
Automatic Formatting
Calendar Management
Collaboration
Contact Management
Content Repository
Document Management
Electronic Signature
Knowledge Library
Pipeline Management
RFP Management
Requirements Management
Revision Management
Task Management
Templates
Version Control
Real Estate Accounting
Accounts Payable
Accounts Receivable
Bank Reconciliation
Commission Management
Contract Management
General Ledger
Mobile Access
Payroll
Property Development Management
Reporting / Analytics
Work Order Management
Task Management
Collaboration
Create Subtasks
Gamification
Gantt Charts
Mobile Access
Percent-Complete Tracking
Progress Tracking
Recurring Tasks
Reporting/Analytics
Spreadsheet View
Task Board View
Task Planning
Task Scheduling
Task Tracking
Time Tracking
To-Do List View
Tax Planning
Detailed Savings Calculations
Export Branded Proposal
Export Branded Tax Plan
Multi-Entity Planning
Multi-Year Planning
Proposed Legislation Planning
State & Local Planning
Strategy & Scenario Comparison
Tax Return Diagnostics
Tax Return Scanning
Time Tracking
Automatic Time Capture
Billable & Non-Billable Hours
Billing & Invoicing
Employee Database
Expense Tracking
Mobile Time Tracking
Multiple Billing Rates
Offline Time Tracking
Online Time Tracking
Overtime Calculation
Time per Project Reporting
Timesheet Management
Vacation / Leave Tracking
Workflow Management
Access Controls/Permissions
Approval Process Control
Business Process Automation
Calendar Management
Compliance Tracking
Configurable Workflow
Customizable Dashboard
Document Management
Forms Management
Graphical Workflow Editor
Mobile Access
No-Code
Task Management
Third Party Integrations
Workflow Configuration