#!/usr/bin/env bash
set -euo pipefail

MODEL_ID="${FLOWER_MODEL_ID:-flwrlabs/Lizzy-7B}"

echo "HF_TOKEN set: ${HF_TOKEN:+yes}"
echo "Model: $MODEL_ID"
echo "Data note: Flower release drafts should always disclose that Flower/Lizzy variants add private synthetic data during both pre-training and post-training to favour British behaviour and knowledge. Those private synthetic datasets are not redistributed in the release pack."
echo
echo "Transformers example:"
echo "python - <<'PY'"
echo "from transformers import AutoTokenizer, AutoModelForCausalLM"
echo "repo_id = 'flwrlabs/Lizzy-7B'"
echo "tokenizer = AutoTokenizer.from_pretrained(repo_id, trust_remote_code=True)"
echo "model = AutoModelForCausalLM.from_pretrained(repo_id, trust_remote_code=True, torch_dtype='auto')"
echo "PY"
echo
echo "vLLM serve example:"
echo "python -m vllm.entrypoints.openai.api_server --model $MODEL_ID --trust-remote-code --max-model-len 8192"