Servers
Speculative Decoding Explained: How LLMs Generate More Than One Token per Expensive Step
072
A large language model can have a powerful GPU almost to itself and still produce a single conversation one token at a time. The accelerator finishes one
Hardware
Context Windows and VRAM: Why Longer Conversations Need More Memory
2117
A local LLM can fit comfortably into your GPU at an 8,000-token context and run out of memory when you increase that context several times over.