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Description

Amazon Nova Forge gives enterprises unprecedented control to build highly specialized frontier models using Nova’s early checkpoints and curated training foundations. By blending proprietary data with Amazon’s trusted datasets, organizations can shape models with deep domain understanding and long-term adaptability. The platform covers every phase of development, enabling teams to start with continued pre-training, refine capabilities with supervised fine-tuning, and optimize performance with reinforcement learning in their own environments. Nova Forge also includes built-in responsible AI guardrails that help ensure safer deployments across industries like pharmaceuticals, finance, and manufacturing. Its seamless integration with SageMaker AI makes setup, training, and hosting effortless, even for companies managing large-scale model development. Customer testimonials highlight dramatic improvements in accuracy, latency, and workflow consolidation, often outperforming larger general-purpose models. With early access to new Nova architectures, teams can stay ahead of the frontier without maintaining expensive infrastructure. Nova Forge ultimately gives organizations a practical, fast, and scalable way to create powerful AI tailored to their unique needs.

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 No 

API Access

Has API Yes 

Screenshots View All

Screenshots View All

Integrations

Amazon Bedrock Yes 
Amazon Nova Yes 
Amazon Nova 2 Lite Yes 
Amazon Nova 2 Omni Yes 
Amazon Nova 2 Pro Yes 
Amazon Nova 2 Sonic Yes 
Amazon Nova Act Yes 
Amazon Nova Canvas Yes 
Amazon Nova Premier Yes 
Amazon Nova Pro Yes 
Amazon Nova Reel Yes 
Amazon Nova Sonic Yes 
Amazon SageMaker Yes 
Amazon Web Services (AWS) Yes 
Inkling No 
Llama 3 No 
Llama 3.2 No 
Llama 3.3 No 
Python No 
Qwen No 

Integrations

Amazon Bedrock No 
Amazon Nova No 
Amazon Nova 2 Lite No 
Amazon Nova 2 Omni No 
Amazon Nova 2 Pro No 
Amazon Nova 2 Sonic No 
Amazon Nova Act No 
Amazon Nova Canvas No 
Amazon Nova Premier No 
Amazon Nova Pro No 
Amazon Nova Reel No 
Amazon Nova Sonic No 
Amazon SageMaker No 
Amazon Web Services (AWS) No 
Inkling Yes 
Llama 3 Yes 
Llama 3.2 Yes 
Llama 3.3 Yes 
Python Yes 
Qwen Yes 

Pricing Details

No price information available.
Free Trial No 
Free Version No 

Pricing Details

No price information available.
Free Trial No 
Free Version Yes 

Deployment

Web-Based Yes 
On-Premises No 
iPhone App No 
iPad App No 
Android App No 
Windows No 
Mac No 
Linux No 
Chromebook No 

Deployment

Web-Based Yes 
On-Premises No 
iPhone App No 
iPad App No 
Android App No 
Windows No 
Mac No 
Linux No 
Chromebook No 

Customer Support

Business Hours No 
Live Rep (24/7) No 
Online Support Yes 

Customer Support

Business Hours No 
Live Rep (24/7) No 
Online Support Yes 

Types of Training

Training Docs Yes 
Webinars No 
Live Training (Online) No 
In Person No 

Types of Training

Training Docs Yes 
Webinars No 
Live Training (Online) No 
In Person No 

Vendor Details

Company Name

Amazon

Founded

1994

Country

United States

Website

aws.amazon.com/nova/forge/

Vendor Details

Company Name

Thinking Machines Lab

Country

United States

Website

thinkingmachines.ai/tinker/

Product Features

Artificial Intelligence

Chatbot No 
For Healthcare No 
For Sales No 
For eCommerce No 
Image Recognition No 
Machine Learning No 
Multi-Language No 
Natural Language Processing No 
Predictive Analytics No 
Process/Workflow Automation No 
Rules-Based Automation No 
Virtual Personal Assistant (VPA) No 

Alternatives

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