SuffixDecoding now delivers 1.96x–3.12x end-to-end speedups in vLLM and Arctic Inference with major CPU optimizations for fast, production-ready LLM serving.
DEC 02, 2025|9 min read
Accelerating PyTorch Innovation at Scale: Snowflake at PyTorch Conference 2025
How Snowflake tackles four core AI challenges: scaling deep learning, training thousands of models, accelerating inference, and balancing multilingual performance.
NOV 19, 2025|7 min read
Smarter, Faster and Snowflake-Native: Real-Time Text2SQL Behind Snowflake Intelligence
Discover Arctic-Text2SQL-R1.5, Snowflake's new, native Text-to-SQL model built to overcome LLM latency and deliver higher accuracy for real-time conversational analytics.
NOV 04, 2025|7 min read
Fast Reasoning on GPT-OSS with Speculative Decoding and Arctic Inference
Snowflake AI Research boosted GPT-OSS reasoning speed by 1.7–1.8x using Arctic Inference with speculative decoding, enabling faster agentic AI.
AUG 25, 2025|4 min read
Arctic Long Sequence Training (ALST): Scalable And Efficient Training For Multi-Million Token Sequences
Snowflake's ALST enables scalable training of long-context models with up to 15 million tokens using Hugging Face and DeepSpeed, all without custom modeling code.
JUN 24, 2025|10 min read
Arctic Inference with Shift Parallelism: The Fastest Open Source Inference System for Enterprise AI
Built by Snowflake AI Research, Arctic Inference uses Shift Parallelism, SwiftKV, and speculative decoding to power the fastest open-source enterprise AI.
MAY 29, 2025|15 min read
Low-Latency and High-Throughput Inference for Long Context with Sequence Parallelism (aka Arctic Ulysses)
Ulysses, a novel sequence parallelism technique, boosts long-context LLM inference performance with 3.4x lower latency and better GPU efficiency.
APR 03, 2025|14 min read
SwiftKV from Snowflake AI Research Reduces Inference Costs of Meta Llama LLMs up to 75% on Cortex AI
SwiftKV optimizes Meta Llama LLMs on Snowflake Cortex AI, reducing inference costs by up to 75% while maintaining accuracy for enterprise AI solutions.
JAN 16, 2025|5 min read
