Fixing the last deviations from sentencepiece indicated by test-tokenizer-1 (ggml-org#3170)

* Fix für ggml-org#2721

* Reenable tokenizer test for LLaMa

* Add `console.cpp` dependency

* Fix dependency to `common`

* Fixing wrong fix.

* Make console usage platform specific

Work on compiler warnings.

* Adapting makefile

* Remove trailing whitespace

* Adapting the other parts of the makefile

* Fix typo.

* Fixing the last deviations from sentencepiece indicated by test-tokenizer-1

* Simplify logic

* Add missing change...

* Fix ugly compiler warning

* llama_tokenize should accept strings containing NUL now

* Adding huichen's test case

Author: goerch

common/common.cpp

@@ -801,10 +801,10 @@ std::vector<llama_token> llama_tokenize(
     // upper limit for the number of tokens
     int n_tokens = text.length() + add_bos;
     std::vector<llama_token> result(n_tokens);
-    n_tokens = llama_tokenize(ctx, text.c_str(), result.data(), result.size(), add_bos);
+    n_tokens = llama_tokenize(ctx, text.data(), text.length(), result.data(), result.size(), add_bos);
     if (n_tokens < 0) {
         result.resize(-n_tokens);
-        int check = llama_tokenize(ctx, text.c_str(), result.data(), result.size(), add_bos);
+        int check = llama_tokenize(ctx, text.data(), text.length(), result.data(), result.size(), add_bos);
         GGML_ASSERT(check == -n_tokens);
     } else {
         result.resize(n_tokens);

examples/train-text-from-scratch/train-text-from-scratch.cpp

@@ -965,10 +965,10 @@ int tokenize_file(struct llama_context * lctx, const char * filename, std::vecto
 
     buf[size] = '\0';
 
-    int n_tokens = llama_tokenize(lctx, buf.data(), out.data(), out.size(), false);
+    int n_tokens = llama_tokenize(lctx, buf.data(), buf.size(), out.data(), out.size(), false);
     if (n_tokens < 0) {
         out.resize(-n_tokens);
-        n_tokens = llama_tokenize(lctx, buf.data(), out.data(), out.size(), false);
+        n_tokens = llama_tokenize(lctx, buf.data(), buf.size(), out.data(), out.size(), false);
     }
     GGML_ASSERT(n_tokens >= 0);
     out.resize(n_tokens);

llama.cpp

@@ -7032,19 +7032,21 @@ llama_token llama_token_nl(const struct llama_context * ctx) {
 int llama_tokenize(
         struct llama_context * ctx,
                   const char * text,
+                         int   text_len,
                  llama_token * tokens,
                          int   n_max_tokens,
                         bool   add_bos) {
-    return llama_tokenize_with_model(&ctx->model, text, tokens, n_max_tokens, add_bos);
+    return llama_tokenize_with_model(&ctx->model, text, text_len, tokens, n_max_tokens, add_bos);
 }
 
 int llama_tokenize_with_model(
     const struct llama_model * model,
                   const char * text,
+                         int   text_len,
                  llama_token * tokens,
                          int   n_max_tokens,
                         bool   add_bos) {
-    auto res = llama_tokenize_internal(model->vocab, text, add_bos);
+    auto res = llama_tokenize_internal(model->vocab, std::string(text, text_len), add_bos);
 
     if (n_max_tokens < (int) res.size()) {
         // LLAMA_LOG_ERROR("%s: too many tokens\n", __func__);

llama.h

@@ -374,13 +374,15 @@ extern "C" {
     LLAMA_API int llama_tokenize(
             struct llama_context * ctx,
                       const char * text,
+                             int   text_len,
                      llama_token * tokens,
                              int   n_max_tokens,
                             bool   add_bos);
 
     LLAMA_API int llama_tokenize_with_model(
         const struct llama_model * model,
                       const char * text,
+                             int   text_len,
                      llama_token * tokens,
                              int   n_max_tokens,
                             bool   add_bos);

tests/test-tokenizer-0-llama.cpp

@@ -36,6 +36,7 @@ static const std::map<std::string, std::vector<llama_token>> & k_tests() {
         { "   Hello"              , {    1678,  15043, }, },
         { "    Hello"             , {     268,  15043, }, },
         { "    Hello\n    Hello"  , {     268,  15043,     13,   1678,  15043, }, },
+        { " ("                    , {   29871,  313, }, },
     };
 
     return _k_tests;

tests/test-tokenizer-1-llama.cpp

@@ -87,10 +87,9 @@ int main(int argc, char **argv) {
         std::vector<llama_token> tokens = llama_tokenize(ctx, str, false);
         std::string check = llama_detokenize_spm(ctx, tokens);
         if (check != str) {
-            fprintf(stderr, "%s : error: token %d detokenizes to >%s<(%llu) but tokenization of this detokenizes to >%s<(%llu)\n",
+            fprintf(stderr, "%s : error: token %d detokenizes to '%s'(%zu) but tokenization of this detokenizes to '%s'(%zu)\n",
                 __func__, i, str.c_str(), str.length(), check.c_str(), check.length());
-            if(i != 3)
-                return 2;
+            return 2;
         }
     }
 
@@ -99,11 +98,10 @@ int main(int argc, char **argv) {
             std::string str = codepoint_to_utf8(cp);
             std::vector<llama_token> tokens = llama_tokenize(ctx, str, false);
             std::string check = llama_detokenize_spm(ctx, tokens);
-            if (str != check) {
-                fprintf(stderr, "%s : error: codepoint %d detokenizes to >%s<(%llu) instead of >%s<(%llu)\n",
+            if (cp != 9601 && str != check) {
+                fprintf(stderr, "%s : error: codepoint %d detokenizes to '%s'(%zu) instead of '%s'(%zu)\n",
                     __func__, cp, check.c_str(), check.length(), str.c_str(), str.length());
-                if(cp != 0 && cp != 9601)
-                    return 3;
+                return 3;
             }
         }
     }
@@ -112,7 +110,7 @@ int main(int argc, char **argv) {
         std::vector<llama_token> tokens = llama_tokenize(ctx, str, false);
         std::string check = llama_detokenize_spm(ctx, tokens);
         if (str != check) {
-            fprintf(stderr, "%s : error: codepoint %d detokenizes to >%s<(%llu) instead of >%s<(%llu)\n",
+            fprintf(stderr, "%s : error: codepoint %d detokenizes to '%s'(%zu) instead of '%s'(%zu)\n",
                 __func__, cp, check.c_str(), check.length(), str.c_str(), str.length());
             return 4;
         }