A custom 2B parameter model uses an OLMo-based tokenizer with a 2048 d_model and 40 SWA/Global blocks. The architecture incorporates a 1B Engram table derived from 1/2/3-gram forces to enhance performance within a small parameter footprint.
HOW THIS AFFECTS YOU
●
builderYou can investigate this architecture for highly efficient, specialized chatbot deployments.
●
researcherThis provides a case study in balancing model depth and large embedding-style tables.