Together AI
Together AI is a cloud-based platform for building and running generative AI models, offering fast performance, low costs, and scalable infrastructure for training, fine-tuning, and inference.
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https://www.together.ai/
Product Information
Updated:09/11/2024
What is Together AI
Together AI is a research-driven artificial intelligence company that provides a comprehensive platform for developing and deploying generative AI applications. It offers a suite of products including inference APIs, fine-tuning capabilities, custom model training, and dedicated GPU clusters. The company contributes cutting-edge open-source research, models, and datasets to advance the field of AI. Together AI aims to make leading open-source models easily accessible and cost-effective for developers and businesses to build AI-powered applications.
Key Features of Together AI
Together AI is a comprehensive AI acceleration cloud platform that offers high-performance infrastructure for training, fine-tuning, and deploying large language models. It provides access to over 100 open-source AI models, custom GPU clusters, advanced fine-tuning capabilities, and a fast inference engine. The platform is designed to optimize AI workloads, reduce costs, and enable scalable deployment of AI applications.
High-Performance Inference Engine: Offers up to 4x faster inference compared to other platforms, with optimizations like FlashAttention-3 and speculative decoding.
Flexible GPU Clusters: Provides customizable GPU clusters with H100, H200, and A100 GPUs, connected via high-speed Infiniband networks for distributed training.
Advanced Fine-tuning Capabilities: Enables fine-tuning of leading open-source models with proprietary data, offering control over hyperparameters for optimized results.
Wide Model Selection: Offers access to over 100 open-source AI models across various categories including chat, language, image generation, and code.
Cutting-edge Research Integration: Incorporates latest AI research breakthroughs like Cocktail SGD and FlashAttention-3 to improve model performance and efficiency.
Use Cases of Together AI
Large-scale AI Model Training: Researchers and companies can use Together AI's GPU clusters to train massive language models from scratch or fine-tune existing ones.
Efficient AI Inference Deployment: Businesses can deploy AI models for various applications with high performance and lower costs compared to traditional cloud providers.
Custom AI Assistant Development: Companies can create domain-specific AI assistants by fine-tuning models on their proprietary data using Together AI's platform.
AI-powered Content Generation: Media companies and content creators can leverage Together AI's image and text generation models for creative tasks and content production.
Code Generation and Analysis: Software development teams can use Together AI's code models to assist in programming tasks, code review, and bug detection.
Pros
High-performance infrastructure optimized for AI workloads
Flexible and scalable solutions from serverless to dedicated clusters
Access to a wide range of open-source models and cutting-edge AI research
Cons
May require technical expertise to fully utilize advanced features
Pricing could be higher than basic cloud providers for some use cases
How to Use Together AI
Sign up for an account: Visit the Together AI website and click on the 'Sign Up' button to create an account.
Get an API key: Once registered, obtain your API key from the settings page at https://api.together.ai/settings/api-keys.
Set up your environment: Set your account's API key to an environment variable named TOGETHER_API_KEY.
Choose a model: Select a model to use from the 100+ available models on Together AI. You can explore options in the Together AI playground.
Make an API call: Use your preferred library or directly call the HTTP API to query the selected model. For example, you can run a chat completion with streaming.
Process the response: Handle the API response in your application. For streaming responses, you can show results to users almost instantly.
Fine-tune a model (optional): If needed, use Together Fine-tuning to customize a model with your own data. Upload your training data and run the fine-tuning process using the Together CLI or API.
Deploy your model: After fine-tuning, deploy your model instantly using the Together Inference API for integration into your applications.
Scale your usage: As your needs grow, leverage Together AI's elastic scaling capabilities to handle increased demand.
Together AI FAQs
Together AI is a platform that allows users to train, fine-tune, and run generative AI models faster, at lower cost, and at production scale. They offer services like Together Inference, Together Fine-tuning, and Together GPU Clusters.
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Analytics of Together AI Website
Together AI Traffic & Rankings
1M
Monthly Visits
#59572
Global Rank
#532
Category Rank
Traffic Trends: Jul 2024-Oct 2024
Together AI User Insights
00:02:27
Avg. Visit DTabsNavuration
2.83
Pages Per Visit
45.57%
User Bounce Rate
Top Regions of Together AI
US: 12.35%
RU: 9.46%
IN: 8.98%
PK: 4.19%
CN: 3.67%
Others: 61.34%
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