Text Ranking
Transformers
Safetensors
multilingual
t5gemma2
text2text-generation
reranker
encoder-decoder
FBNL
Retrieval
RAG
KaLM-Reranker-V1-Nano / vllm_support /examples /start_online_server.sh
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update vllm support
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#!/usr/bin/env bash
set -euo pipefail
export CUDA_VISIBLE_DEVICES="${CUDA_VISIBLE_DEVICES:-0}"
export VLLM_PLUGINS="${VLLM_PLUGINS:-kalm_t5gemma2}"
if [[ -d /lib/x86_64-linux-gnu && -d /usr/lib/x86_64-linux-gnu ]]; then
export LD_LIBRARY_PATH="/lib/x86_64-linux-gnu:/usr/lib/x86_64-linux-gnu${LD_LIBRARY_PATH:+:$LD_LIBRARY_PATH}"
fi
exec kalm-vllm-serve \
--host "${HOST:-0.0.0.0}" \
--port "${PORT:-8000}" \
--model "${MODEL:-KaLM-Embedding/KaLM-Reranker-V1-Nano}" \
--query-max-length "${QUERY_MAX_LENGTH:-512}" \
--document-max-length "${DOCUMENT_MAX_LENGTH:-1024}" \
--encoder-chunk-size "${ENCODER_CHUNK_SIZE:-4}" \
--max-model-len "${MAX_MODEL_LEN:-2048}" \
--batch-size "${BATCH_SIZE:-32}" \
--dtype "${DTYPE:-bfloat16}" \
--gpu-memory-utilization "${GPU_MEMORY_UTILIZATION:-0.85}"