To understand complex brain processes, there is a clear need to shift from traditional single-cell studies of trial-averaged responses to single-trial analyses of multiple neurons. In this respect, ...

description An 8.2B dense chat model on a single L4 with n-gram speculative decoding. This example sets up n-gram (prompt-lookup) speculative decoding for Qwen3-8B on a single NVIDIA L4. On copy-heavy ...