Synaptic gives your product a neural backbone — real-time inference, sub-12ms latency, and 99.99% uptime for teams that can't afford to think slowly.
From fine-tuning to production routing, Synaptic handles the infrastructure so your team can stay focused on the model.
Intelligently distribute inference across GPU clusters. Automatic load balancing based on model size, request priority, and availability — zero cold starts, ever.
Domain-adapt any base model with your proprietary data. LoRA, QLoRA, and full fine-tuning with automated hyperparameter search and live loss curve monitoring.
Token-level tracing, latency histograms, and anomaly detection built in. Know exactly what your model returned, when, and why — with full audit trails for compliance.
High-dimensional semantic search with sub-5ms retrieval. Store, index, and query billions of embeddings with HNSW graphs tuned to your exact latency budget.
Push any HuggingFace, OpenAI-compatible, or custom model via CLI or API. Synaptic auto-detects architecture and provisions the right hardware profile.
Set routing rules, rate limits, caching strategy, and fallback chains through our declarative YAML config or drag-and-drop Studio interface.
Deploy with one command. Canary rollouts, instant rollback, auto-scaling to zero on idle — your bill tracks actual usage, not provisioned capacity.
Join 2,400+ teams already running on Synaptic.
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