Welcome to the dawn of a new era in artificial intelligence, where the boundaries of creativity and innovation are constantly being redefined. In this blog post, we embark on an exploratory journey into the heart of generative AI with Together AI Review, a company that’s not just riding the wave but creating ripples that will shape the future of technology.
As we peel back the layers of Together AI’s remarkable achievements, we invite you to join us in discovering how they’re pioneering a path towards a world where AI is not just a tool, but a partner in our quest to unlock limitless possibilities.
Prepare to be captivated by a story of ambition, vision, and groundbreaking advancements that promise to transform the digital landscape. Let’s dive into the world of Together AI and witness the unfolding of a technological masterpiece.
Table of Contents
Together AI Review
What is Together AI?
Together AI is a visionary cloud platform that is reshaping the landscape of generative AI. It enables developers to harness the power of open and custom AI models, fostering an environment where innovation thrives.
With a strong commitment to research and development, Together AI is democratizing AI technology, making it accessible for developers across the globe to create and deploy AI-driven applications with ease and efficiency
At its core, Together AI believes in an open-source future for AI, providing a comprehensive cloud platform that supports the development and integration of generative AI models into various applications. This approach not only accelerates the adoption of AI but also ensures that developers retain control over their proprietary intellectual property
Key Features of Together AI and Their Benefits
| Feature | Description | Benefit |
|---|---|---|
| Together Inference | The fastest inference stack available, just an API call away. | Enables rapid deployment and scaling of AI applications. |
| Together Fine-Tuning | Train your own generative AI model with your private data. | Customization to specific needs, ensuring higher accuracy and privacy. |
| Together GPU Clusters | Dedicated training clusters ready-to-go with the Together Custom Models stack. | Provides the necessary infrastructure for intensive AI model training. |
| Together Custom Models | Build state-of-the-art models from scratch with ease. | Empowers developers to create unique AI models tailored to their domain. |
| Cost-Efficiency | Together Inference is significantly lower in cost compared to other services. | Reduces operational costs, making AI more accessible. |
| Scalability | Obsession over system optimization and scaling for growth. | As application demand grows, capacity is automatically added. |
| Serverless Endpoints | Access to 100+ models through serverless endpoints. | Simplifies the integration of AI into applications without managing servers. |
| Performance | Faster tokens per second, higher throughput, and lower time to first token. | Enhances user experience with quick and efficient AI interactions. |
Together Inference
Description: Together AI’s inference stack is renowned for its speed, providing API access for quick and efficient model deployment.
Developer Benefit: This feature allows developers to rapidly deploy AI models into production, ensuring that applications remain responsive and up-to-date with the latest AI capabilities.
Together Fine-Tuning
Description: The platform offers an easy-to-use fine-tuning API, enabling developers to train large AI models with their own data swiftly.
Developer Benefit: Developers can tailor AI models to their specific needs, enhancing the model’s relevance and accuracy for their unique applications.
Together GPU Clusters
Description: Ready-to-go dedicated clusters equipped with Together Custom Models stack provide the infrastructure for intensive AI model training.
Developer Benefit: This eliminates the need for developers to manage large-scale infrastructure, allowing them to focus on innovation and model development.
Together Custom Models
Description: Developers can build state-of-the-art models from scratch with ease, thanks to Together AI’s supportive environment.
Developer Benefit: It empowers developers with the freedom to innovate and create AI models that are perfectly suited to their domain, without being restricted by pre-existing models.
Cost-Efficiency
Description: Together AI offers competitive pricing for its services, significantly reducing the cost of interactive inference workloads on large models.
Developer Benefit: The reduced operational costs make it feasible for developers to experiment with and deploy AI models without a hefty investment.
Scalability
Description: The platform is obsessed with system optimization and scaling, ensuring that as the demand grows, the capacity scales accordingly.
Developer Benefit: Developers can rest assured that their AI applications will scale seamlessly with their growth, without the need for constant oversight or adjustment.
Serverless Endpoints
Description: Access to over 100 models through serverless endpoints simplifies the integration process for developers.
Developer Benefit: This feature allows developers to integrate AI capabilities into their applications without the complexities of server management.
Performance
Description: Together AI boasts faster tokens per second, higher throughput, and lower time to first token, making it a leader in performance.
Developer Benefit: High performance translates to a better user experience, as AI interactions become quicker and more efficient, enhancing the overall quality of the application.
Getting Started with Together AI’s API
Embarking on your AI journey with Together AI is a straightforward process. Here’s how you can sign up and start utilizing the powerful capabilities of their generative AI platform:
- Create an Account
- Visit Together AI’s API portal and sign up for a new account. If you already have an account, simply log in.
- Access Your API Key
- Once logged in, click on the person icon at the top right corner and select ‘Settings’.
- Navigate to ‘API Keys’ on the left sidebar.
- Here, you’ll find your API key. Copy it, as you’ll need this to authenticate your API requests.
- Explore the Documentation
- Familiarize yourself with the API documentation to understand how to integrate and work with the various models available.
- Start Building
- With your API key in hand and the documentation as your guide, you’re ready to start building. Whether it’s chat, images, language, or code, Together AI’s platform is equipped to bring your projects to life.
- Playground
- Don’t forget to check out the Together AI playground to experiment with different models before deploying them into your applications.
By following these steps, you’ll be well on your way to leveraging the full potential of Together AI’s generative AI platform.
The Open Source Philosophy of Together AI
In a world where technology is rapidly advancing, Together AI stands out with its commitment to open source. But why open source? The answer lies in the core values and strategic advantages that open source offers.
Transparency and Trust
Open source models provide an unparalleled level of transparency. Developers and enterprises can inspect how models are trained and what data is used.
This transparency builds trust and allows users to understand and customize models to their applications, minimizing risks and enhancing accuracy.
Flexibility and Freedom
Together AI’s open source focus ensures that generative models remain accessible and flexible. It prevents AI from becoming a ‘walled garden’ controlled by a few dominant players.
Enterprises can incorporate AI without fear of vendor lock-in, retaining the freedom to change providers as needed
Innovation and Community
Open source is the bedrock of innovation. Together AI contributes cutting-edge models, datasets, and optimizations to the open-source community, fostering a collaborative environment where ideas flourish. This community-driven approach accelerates the advancement of AI technology
Privacy and Control
With open source, privacy is paramount. Together AI allows organizations to maintain complete data privacy, whether they choose to store data locally or in a secure cloud.
Users own the models they fine-tune, not the cloud provider, ensuring they have control over their intellectual property
Together AI’s dedication to open source is not just a business strategy; it’s a commitment to building a future where AI is open, transparent, and beneficial for all.
By embracing open source, Together AI is paving the way for a more innovative, flexible, and trustworthy AI landscape.
Pricing of Together AI
Inference Pricing
| Model Size (Tokens) | Chat, Language, and Code Models | Llama-2 and CodeLlama Models | Embeddings Models | Image Models (512×512) | Image Models (1024×1024) | Genomic Models |
|---|---|---|---|---|---|---|
| Up to 4B | $0.1 per 1M | – | $0.008 per 1M | $0.001 per 25 steps | $0.01 per 25 steps | – |
| 4.1B – 8B | $0.2 per 1M | $0.2 per 1M | $0.016 per 1M | $0.002 per 50 steps | $0.02 per 50 steps | $2.0 per 1M |
| 8.1B – 21B | $0.3 per 1M | $0.225 per 1M | – | $0.0035 per 75 steps | $0.035 per 75 steps | – |
| 21.1B – 41B | $0.8 per 1M | $0.776 per 1M | – | $0.005 per 100 steps | $0.05 per 100 steps | – |
| 41B – 70B | $0.9 per 1M | $0.9 per 1M | – | – | – | – |
Dedicated Instances
| Hardware Type | Model Size (Tokens) | Price Per Hour |
|---|---|---|
| Fractional L40 48GB | Up to 4B | $0.70 |
| 1x L40 48GB | 4.1B – 21B | $1.40 |
| 2x L40 48GB | 21.1B – 41B | $2.80 |
| 2x A100 80GB | 41.1B – 70B | $6.17 |
Conclusion: Together AI Review
The Good:
- Innovative AI Solutions: Together AI has been recognized for its cutting-edge research and development in artificial intelligence, contributing significantly to the open-source community
- User-Friendly Platform: The cloud platform is highly praised for its accessibility, allowing developers of all skill levels to build upon open and custom AI models
- Impressive Model Performance: The release of the 30 trillion token RedPajama-V2 model showcases Together AI’s commitment to providing robust and high-performing AI models
Areas for Improvement:
- Pricing Transparency: While Together AI offers competitive pricing, some users may find it challenging to understand the cost implications without a straightforward pricing structure.
- Customer Support: As with many tech companies, there is always room for improvement in customer service to ensure users receive timely and effective support.
Overall Impression: Together AI stands out as a leader in the generative AI space, with its contributions to AI research and the empowerment of developers. However, like any service, there is always room for growth, particularly in simplifying pricing information and enhancing customer support. The company’s recent funding success indicates a strong market confidence in its future innovations and potential
Remember to personalize this section with your own insights and experiences with Together AI to provide a balanced and authentic review for your readers.
faq
What are the core features of Together AI?
Together AI offers a suite of AI-powered tools designed to enhance productivity and creativity. With capabilities ranging from natural language processing to code generation, it’s a versatile platform for developers and content creators alike.
How does Together AI ensure the quality of its AI models?
Quality is maintained through rigorous testing and community feedback. Together AI regularly updates its models for performance and security, ensuring users have access to the latest advancements in AI technology.
Can Together AI’s services be integrated into existing workflows?
Yes, Together AI provides APIs that allow seamless integration with various development environments and content management systems, making it a flexible solution for many use cases.
What kind of support does Together AI offer to its users?
Together AI has a dedicated support team and a comprehensive knowledge base. Users can access help through multiple channels, including live chat, email, and a community forum.