hyde_rag / src /config.py
Vivek Vaddina
♻️ Refactor to improve model performance
92f1a38 unverified
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import logging
from pathlib import Path
PROMPTS_FILEPATH = Path("src/prompts.yaml")
def get_logger(LOG_LEVEL="INFO"):
LOG_PATH = Path("logs.log")
formatter = logging.Formatter("%(asctime)s - %(levelname)s - %(message)s")
log = logging.Logger("agentic_search")
log.setLevel(LOG_LEVEL)
file_handler = logging.FileHandler(LOG_PATH)
file_handler.setLevel(LOG_LEVEL)
file_handler.setFormatter(formatter)
log.addHandler(file_handler)
return log
log = get_logger("DEBUG")
MODEL_COMBOS = {
"linux": {
"embed_model": "Qwen/Qwen3-Embedding-0.6B",
"gen_model": "Qwen/Qwen3-4B-AWQ",
# 'gen_model': "Qwen/Qwen3-0.6B-GPTQ-Int8"
# 'gen_model': "Qwen/Qwen3-1.7B-GPTQ-Int8"
},
# feel free to replace with any ??B-MLX-?bit versions from Qwen3 Collection at:
# https://huggingface.co/collections/Qwen/qwen3-67dd247413f0e2e4f653967f
"mac": {
"embed_model": "Qwen/Qwen3-Embedding-0.6B",
"gen_model": "Qwen/Qwen3-4B-MLX-4bit",
},
"mac_mid": {
"embed_model": "Qwen/Qwen3-Embedding-0.6B",
"gen_model": "Qwen/Qwen3-4B-MLX-6bit",
},
"mac_high": {
"embed_model": "Qwen/Qwen3-Embedding-0.6B",
"gen_model": "Qwen/Qwen3-4B-MLX-8bit",
},
# HF-low is same as `linux-local`
"HF-mid": {
"embed_model": "Qwen/Qwen3-Embedding-0.6B",
"gen_model": "Qwen/Qwen3-8B-AWQ",
},
"HF-high": {
"embed_model": "Qwen/Qwen3-Embedding-4B",
"gen_model": "Qwen/Qwen3-14B-AWQ",
},
}