#!/bin/sh set -eu if [ "$#" -ne 3 ]; then echo "usage: $0 GEM_TOKENIZE LLAMA_TOKENIZE MODEL.gguf" >&2 exit 2 fi gem_tokenize=$1 llama_tokenize=$2 model=$3 compare() { prompt=$1 native=$($gem_tokenize "$model" "$prompt") reference=$($llama_tokenize -m "$model" -p "$prompt" --ids --no-escape --log-disable) if [ "$native" != "$reference" ]; then echo "tokenizer mismatch" >&2 echo "native: $native" >&2 echo "reference: $reference" >&2 exit 1 fi } compare 'Hello world! 123' compare 'naïve café 日本語 🚀' compare 'punctuation: a+b=c?!' compare "<|turn>user Hello <|turn>model <|channel>thought " echo "Gemma 4 tokenizer parity passed"