Fix n^2 loop in tokenization (ggerganov#254)

This causes long prompts to parse very slowly.
CCLDArjun · Mar 18, 2023 · a81d0c2 · a81d0c2
1 parent b2de7f1
commit a81d0c2
Showing 1 changed file with 1 addition and 1 deletion.
diff --git a/utils.cpp b/utils.cpp
@@ -302,7 +302,7 @@ std::vector<gpt_vocab::id> llama_tokenize(const gpt_vocab & vocab, const std::st
     // Forward pass
     for (int i = 0; i < len; i++) {
         int max_len = std::min(len - i, MAX_TOKEN_LEN);
-        for (int sub_len = 1; sub_len <= len - i; sub_len++) {
+        for (int sub_len = 1; sub_len <= max_len; sub_len++) {
             auto sub = text.substr(i, sub_len);
             auto token = vocab.token_to_id.find(sub);
             if (token != vocab.token_to_id.end()) {