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Average Ratings 0 Ratings

Total 0 out of 5 stars
ease 0 out of 5 stars
features 0 out of 5 stars
design 0 out of 5 stars
support 0 out of 5 stars

No User Reviews. Be the first to provide a review:

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Description

CometAPI provides a consolidated solution for developers by offering access to 500+ AI models via one simple API. It supports various AI services, including text generation, image creation, and advanced models like GPT-4 and Midjourney, enabling users to easily integrate multiple capabilities into their applications. With a focus on cost efficiency, the platform offers discounts on popular models and provides flexible choices, ensuring businesses can select the best model for their needs. CometAPI's serverless architecture ensures smooth, high-performance operations with ultra-low latency, and its single-bill system simplifies financial management.

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 Yes 

API Access

Has API Yes 

Screenshots View All

No images available

Screenshots View All

Integrations

FLUX1.1 Pro Yes 
GPT-4.5 Yes 
GPT-4o Yes 
Gemini 3 Deep Think Yes 
Gemini 3 Pro Yes 
Gemini 3.1 Pro Yes 
Gen-4 Turbo Yes 
Grok 3 Yes 
Grok 3 mini Yes 
Inkling No 
Inkling-Small No 
Kling AI Yes 
Llama 3 No 
Llama 3.1 No 
Llama 3.3 No 
Llama 4 Behemoth Yes 
Llama 4 Maverick Yes 
Llama 4 Scout Yes 
Python No 
Qwen3 No 

Integrations

FLUX1.1 Pro No 
GPT-4.5 No 
GPT-4o No 
Gemini 3 Deep Think No 
Gemini 3 Pro No 
Gemini 3.1 Pro No 
Gen-4 Turbo No 
Grok 3 No 
Grok 3 mini No 
Inkling Yes 
Inkling-Small Yes 
Kling AI No 
Llama 3 Yes 
Llama 3.1 Yes 
Llama 3.3 Yes 
Llama 4 Behemoth No 
Llama 4 Maverick No 
Llama 4 Scout No 
Python Yes 
Qwen3 Yes 

Pricing Details

$0
Free Trial No 
Free Version Yes 

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

CometAPI

Founded

2023

Country

Hong Kong

Website

www.cometapi.com

Vendor Details

Company Name

Thinking Machines Lab

Country

United States

Website

thinkingmachines.ai/tinker/

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