Together AI
Cloud platform for training and deploying generative AI models with a focus on customization and control.
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What is Together AI?
Together AI is an innovative platform designed to support the entire generative AI lifecycle, from training to deploying advanced models. Geared towards AI enthusiasts, developers, and researchers, it provides a seamless and efficient cloud computing experience specifically designed for high-performance AI workloads.
With Together AI, users can leverage over 200 generative AI models, including those specialized in chat, image, code, video, and audio. The platform emphasizes open-source paradigms, allowing users to fine-tune models on their data while maintaining complete ownership and control. This feature underlines Together AI's commitment to user empowerment and privacy.
Key Features
- Extensive Model Library: Choose from a wide array of models, including state-of-the-art architectures from OpenAI, Meta, and other leading researchers. New models are consistently added, including the latest advancements in generative AI.
- Flexible Pricing Structure: The platform uses a pay-as-you-go model, allowing businesses to only pay for what they use based on compute resources and tokens processed. Users can opt for subscriptions or purchase credits based on their needs.
- Fine-Tuning Options: Together AI provides easy-to-use APIs for fine-tuning models, offering both full customization and LoRA (Low-Rank Adaptation) options for users who need specific tuning without the overhead of starting from scratch.
- Improved Inference Options: Designed for flexibility, users can select between serverless endpoints and dedicated instances, allowing for tailored deployment based on specific operational needs.
High-Performance Computing
The infrastructure is powered by NVIDIA's latest GPUs, ensuring users have access to rapid processing capabilities and can handle large datasets effectively. Optimizations such as FlashAttention and specialized training algorithms maximize the efficiency and performance of model inference.
Batch Inference API
Investing in high throughput, Together AI recently upgraded its Batch Inference API to handle vast datasets with enhanced UI and a universal model access feature. The API now supports rates of up to 30 billion tokens per model per user, marking a 3000× increase from previous versions, enabling teams to run extensive experiments without bottlenecks.
Strong Community Focus
Together AI prioritizes open-source development and community collaboration, hosting numerous resources and tools for developers to share and innovate. This approach fosters an environment of transparency and accelerates the development of new AI applications, nurturing a dynamic ecosystem.
Performance and Reliability
Together AI demonstrates exceptional scalability, capable of processing trillions of tokens in hours without degrading user experience. The company’s innovations in inference strategies ensure up to 2x faster serverless inference, making it a preferred choice for demanding applications.
As organizations increasingly adopt AI technologies, Together AI presents a compelling option for enterprises seeking to leverage generative models cost-effectively while maintaining ownership and control over their data and intellectual property. With a commitment to continuous improvement and innovation, the platform is poised to remain at the forefront of the generative AI landscape.
Pros & Cons
Pros
- Offers 200+ generative AI models for diverse applications across chat, images, and code.
- Provides a high-performance, scalable platform optimized for fast training and inference of models.
- Ensures full control and ownership of fine-tuned models with no vendor lock-in.
Cons
- Complex setup may be challenging for users unfamiliar with AI infrastructure.
Frequently Asked Questions
Together AI offers a free plan with limited credits, with additional credits available.
According to our latest information, this tool does not seem to have a lifetime deal at the moment, unfortunately.
Together AI offers over 200 generative AI models, covering various categories including chat, language, images, code, audio, and more. You can utilize open-source and specialized multimodal models, which allows you to tailor solutions that address specific needs in applications like document classification, sentiment analysis, and image generation.
Together AI provides a straightforward fine-tuning process through its APIs. Users can easily upload training datasets and specify the model they want to fine-tune. Options for full fine-tuning and LoRA (Low-Rank Adaptation) fine-tuning are available, providing flexibility to adapt models according to unique requirements while maintaining complete ownership of the customized models.
Together AI's inference engine is optimized for speed, cost-efficiency, and accuracy. It features custom FP8 inference kernels, quality-preserving quantization, and speculative decoding techniques, making it faster than traditional models while ensuring the precision of outcomes. The engine provides options for dedicated instances or serverless APIs, allowing users the flexibility to scale their applications effectively.
Absolutely! Together AI offers powerful GPU clusters with NVIDIA’s cutting-edge GPUs, such as the H100 and A100, for handling large AI workloads. The platform supports dynamic orchestration of training and inference through advanced tools like Slurm and Kubernetes, ensuring seamless management of extensive AI operations.
Yes, Together AI is highly suitable for a range of industries such as ecommerce, software development, finance, and education. Common use cases include developing chatbots, automating text and audio generation, conducting sentiment analysis, and building systems for document intelligence. The platform is designed to help organizations innovate and streamline processes efficiently.
Together AI offers extensive support, including access to a team of AI experts who can assist with model development, fine-tuning best practices, and troubleshooting. Users can also leverage comprehensive documentation and guidance on API usage, ensuring a smooth implementation process for all AI projects.
Yes, Together AI utilizes a token-based pricing model, which allows users to only pay for what they use. Additionally, batch inference discounts and customizable endpoint options are available, enabling cost-effective scaling. This pricing flexibility ensures that organizations can tailor their spending according to their AI usage and budgetary needs.
Together AI emphasizes open-source AI, ensuring transparency and control over models and data. Users maintain ownership of their fine-tuned models and avoid vendor lock-in, which is crucial for compliance and long-term strategic goals. The platform is built on cutting-edge research and offers a wide variety of customizable models to elevate project outcomes.
