5 articles tagged
Groq's deprecation page names qwen/qwen3.6-27b as a replacement for llama-3.3-70b-versatile. The same page says Preview models should not be used in production. Here is what the swap actually costs.
P-EAGLE, DFlash, and DSpark bring parallel drafting to vLLM in 2026, generating a whole block of draft tokens in one pass for up to 1.69x higher throughput than EAGLE-3. How they work and how to serve them.
Meta's hosted Llama API shut down on 6 July 2026. A migration guide to Groq, Together AI, AWS Bedrock and self-hosting, with verified per-token prices and the OpenAI-compatible code change most apps need.
A 2026 cost-per-token comparison of the NVIDIA B200 and H100 for LLM inference, with MLPerf v6.0 throughput, real cloud hourly rates, the arithmetic that makes the pricier chip cheaper per token, and the cases where
Companies waste about 27% of cloud spend, and AI is now the fastest-growing line. Six FinOps ways Indian teams cut AWS, Azure and GCP bills in 2026, from commitment discounts to cutting the GPU and token bill.
