Hugging Face released Carbon-X, an open model that reads DNA sequences and answers questions about them in plain language. It has 14B parameters and runs locally.
Nvidia researchers show a simple linear regression can transfer the context memory (KV cache) between models in the same family without recomputing the conversation. The technique speeds up model handoffs by 2.7 to 25 times.