run_vllm.sh

#! /bin/bash

################################################################################
# Shell script that starts a copy of vLLM with a base model plus all the 
# available LoRA adapters in this repository.
#
# To run this script:
# 1. Install an appropriate build of vLLM for your machine (`pip install vllm`)
# 2. Install the Hugging Face CLI (`pip install -U "huggingface_hub[cli]"`)
# 3. Download the intrinsics library by running:
#    hf download ibm-granite/rag-intrinsics-lib --local-dir ./rag-intrinsics-lib
# 4. Edit the constants BASE_MODEL_NAME, BASE_MODEL_ORG, and PORT as needed
# 5. Run this script from the root of your local copy of rag-intrinsics-lib.
################################################################################

BASE_MODEL_NAME=granite-3.3-8b-instruct
BASE_MODEL_ORG=ibm-granite
PORT=55555

export VLLM_API_KEY=rag_intrinsics_1234

# Find all LoRA adapters for the target base model.
LORAS=""
for item in "."/*; do
    # Remove the "./"
    name=$(basename -- "${item}")
    if [ -d "./${name}/lora/${BASE_MODEL_NAME}" ]; then
        LORAS+="${name}=./${name}/lora/${BASE_MODEL_NAME} "
    fi
done


CMD="vllm serve ${BASE_MODEL_ORG}/${BASE_MODEL_NAME} \
    --port ${PORT} \
    --gpu-memory-utilization 0.45 \
    --max-model-len 8192 \
    --enable-lora \
    --max_lora_rank 64 \
    --lora-modules $LORAS"

echo $CMD
$CMD