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Average Ratings 0 Ratings
Description
Isle offers managed environments for desktop applications tailored for computer-use agents, incorporating built-in guardrails, application monitoring, and artifact checkpoints. Rather than providing a standard machine and expecting the agent to handle the application, Isle encapsulates each application with necessary monitoring, containment, and recovery measures to enable effective work. The environments are pre-loaded with the required software that is already set up and accessible, while health checks ensure the application is operational instead of merely verifying the machine’s online status. Developers can integrate any computer-use model or agent loop through commonly used screenshot, mouse, keyboard, file-transfer, and execution functionalities. Furthermore, artifact checkpoints safeguard valuable progress before significant actions are taken and can be restored if an issue arises, while recovery controls empower agents to restart applications and revert to the most recent stable state. This comprehensive approach enhances productivity and minimizes disruptions, making it an ideal solution for managing desktop applications.
Description
Tinker is an innovative training API tailored for researchers and developers, providing comprehensive control over model fine-tuning while simplifying the complexities of infrastructure management. It offers essential primitives that empower users to create bespoke training loops, supervision techniques, and reinforcement learning workflows. Currently, it facilitates LoRA fine-tuning on open-weight models from both the LLama and Qwen families, accommodating a range of model sizes from smaller variants to extensive mixture-of-experts configurations. Users can write Python scripts to manage data, loss functions, and algorithmic processes, while Tinker autonomously takes care of scheduling, resource distribution, distributed training, and recovery from failures. The platform allows users to download model weights at various checkpoints without the burden of managing the computational environment. Delivered as a managed service, Tinker executes training jobs on Thinking Machines’ proprietary GPU infrastructure, alleviating users from the challenges of cluster orchestration and enabling them to focus on building and optimizing their models. This seamless integration of capabilities makes Tinker a vital tool for advancing machine learning research and development.
API Access
Has API
API Access
Has API
Integrations
Python
FreeCAD
Inkling
Inkling-Small
KiCad EDA
Llama 3
Llama 3.1
Llama 3.2
Llama 3.3
Qwen
Integrations
Python
FreeCAD
Inkling
Inkling-Small
KiCad EDA
Llama 3
Llama 3.1
Llama 3.2
Llama 3.3
Qwen
Pricing Details
$29 per month
Free Trial
Free Version
Pricing Details
No price information available.
Free Trial
Free Version
Deployment
Web-Based
On-Premises
iPhone App
iPad App
Android App
Windows
Mac
Linux
Chromebook
Deployment
Web-Based
On-Premises
iPhone App
iPad App
Android App
Windows
Mac
Linux
Chromebook
Customer Support
Business Hours
Live Rep (24/7)
Online Support
Customer Support
Business Hours
Live Rep (24/7)
Online Support
Types of Training
Training Docs
Webinars
Live Training (Online)
In Person
Types of Training
Training Docs
Webinars
Live Training (Online)
In Person
Vendor Details
Company Name
Isle
Founded
2026
Website
www.tryisle.com
Vendor Details
Company Name
Thinking Machines Lab
Country
United States
Website
thinkingmachines.ai/tinker/