Together.ai hosts a cloud platform purpose-built for training and running open-source generative models.
\nMain introduction (from homepage hero and \u201cBuild gen-AI with open-source\u201d block): the service gives teams instant access to 200+ OSS models\u2014Llama-3, MixtraL, Stable Diffusion, DeepSeek, etc.\u2014through a single GPU-optimized stack, so developers can move from prototype to production without building infrastructure.<\/p>\n
Key features extracted strictly from the same page:<\/p>\n
1. Serverless endpoints: auto-scaling, pay-per-token inference on the full model catalog; first 1 M tokens free each month.
\n2. Dedicated GPU clusters: on-demand A100\/H100 nodes with one-click deployment and zero virtualization overhead, priced 2\u20133\u00d7 below hyperscalers.
\n3. Fine-tuning & custom pre-training: built-in recipes for LoRA, full-weight updates, and continued pre-training on proprietary data; jobs launch in <30 s.
\n4. Inference optimization: custom CUDA kernels, FlashAttention-2, continuous batching, and token streaming that together deliver up to 4\u00d7 higher throughput than standard Hugging Face pipelines.
\n5. Unified API & dashboard: one REST\/WebSocket interface and Python SDK to switch between models, monitor usage, set rate limits, and audit costs in real time.<\/p>","protected":false},"author":1,"template":"","listivo_14":[432],"listivo_8605":"","listivo_8606":[""],"class_list":["post-13031","listivo_listing","type-listivo_listing","status-publish","hentry","listivo_14-ai-models","listivo_8605-freemium","listivo_8606-web"],"listivo_145":["https:\/\/www.cogainav.com\/wp-content\/uploads\/2025\/10\/Together-AI-\u2013-The-AI-Acceleration-Cloud-Fast-Inference-Fine-Tuning-Training.webp"],"listivo_8661":"https:\/\/www.together.ai\/","_links":{"self":[{"href":"https:\/\/www.cogainav.com\/ru\/wp-json\/wp\/v2\/listings\/13031","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.cogainav.com\/ru\/wp-json\/wp\/v2\/listings"}],"about":[{"href":"https:\/\/www.cogainav.com\/ru\/wp-json\/wp\/v2\/types\/listivo_listing"}],"author":[{"embeddable":true,"href":"https:\/\/www.cogainav.com\/ru\/wp-json\/wp\/v2\/users\/1"}],"version-history":[{"count":2,"href":"https:\/\/www.cogainav.com\/ru\/wp-json\/wp\/v2\/listings\/13031\/revisions"}],"predecessor-version":[{"id":13034,"href":"https:\/\/www.cogainav.com\/ru\/wp-json\/wp\/v2\/listings\/13031\/revisions\/13034"}],"wp:attachment":[{"href":"https:\/\/www.cogainav.com\/ru\/wp-json\/wp\/v2\/media?parent=13031"}],"wp:term":[{"taxonomy":"listivo_14","embeddable":true,"href":"https:\/\/www.cogainav.com\/ru\/wp-json\/wp\/v2\/listivo_14?post=13031"},{"taxonomy":"listivo_8605","embeddable":true,"href":"https:\/\/www.cogainav.com\/ru\/wp-json\/wp\/v2\/listivo_8605?post=13031"},{"taxonomy":"listivo_8606","embeddable":true,"href":"https:\/\/www.cogainav.com\/ru\/wp-json\/wp\/v2\/listivo_8606?post=13031"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}