ai-experiment/config/embed.py

12 lines
451 B
Python

from config.model import MODEL_DIR
MODEL = MODEL_DIR / "nomic-embed-text-v1.5" / "nomic-embed-text-v1.5.Q4_K_M.gguf"
N_THREADS = 10
N_CTX = 2048 # nomic GGUF defaults to 2048; 8192 needs YaRN scaling
# nomic-embed-text needs a task instruction prefix per text.
# Use a query prefix for search/user input, a document prefix for stored text.
PREFIX_QUERY = "search_query: "
PREFIX_DOCUMENT = "search_document: "
DEFAULT_PREFIX = PREFIX_QUERY