Inferentia2
summary
OctoML integrates inf2 instances into its OctoAI service and reports private‑preview deployments that cut latency and cost versus scarce A100 GPU capacity. Benchmarking targets Stable Diffusion and a 65B LLaMA family model, with claimed improvements in price‑performance for the Stable Diffusion endpoint and an “affordable” path to run 65B models. Work focuses on model optimizations for inferentia2 silicon, early customer tests show promising gains and broader model support is underway.
AI-written summary · about
related talks
21mXorbits Inference: Model Serving Made Easy
12mPreview: ML Serving
31mOminiX - Unified Acceleration Framework for Both LLM and SD GenAl Models on the Edge
29mMulti-Accelerator PyTorch Serving With NxD Inference and vLLM
14mAccelerating AI inference workloads
42mFine-tune and deploy LLMs from Hugging Face (AIM304)
27mFoundation Models: Blueprints for success
20mSecure, private LLMs in your cloud with Anyscale Endpoints
