📣 New Inferenceing Engine Alert! One DGX Spark is now running DeepSeek V4 Flash + Qwen3.8 Flash-Next at 262K context with ~1,000 tps PP. A new engine called Athena recently dropped for Nvidia GB10 systems. On a single 128GB DGX Spark you can get ... DeepSeek V4 Flash ⚡ 8K prefill: 1,126 tps 📚 256K: 948 tps 🚀 Decode @256K: 19.4 tps Qwen3.8 Flash-Next ⚡ 8K prefill: 1,071 tps 📚 256K: 961 tps 🚀 Decode @256K: 32.1 tps Going from 8K → 256K barely rocks on prefill performance. And Athena caches long conversations to disk. 👈👀 A 141,519-token conversation reportedly restores in: ⚡ 2.1 seconds vs ~2 min 20 sec to process it fresh. It also includes ✅ speculative decoding ✅ OpenAI + Anthropic-compatible API ✅ tool calling ✅ Qwen image/document input ✅ persistent agent context ✅ Docker install ✅ switch models without changing clients This is what I want from DGX Spark. 🎯 Huge models + huge context + usable speed on 1 box sitting on your desk. 👀 🔗 Link in ALT