From ac793a21e85aa9cce328c47fd18cf8f82bc94838 Mon Sep 17 00:00:00 2001 From: goerch Date: Sat, 22 Jul 2023 00:32:09 +0200 Subject: [PATCH 01/25] Fix for #2023 --- convert.py | 17 ++---- llama.cpp | 3 +- tests/CMakeLists.txt | 1 + tests/test-tokenizer-1.cpp | 103 +++++++++++++++++++++++++++++++++++++ 4 files changed, 110 insertions(+), 14 deletions(-) create mode 100644 tests/test-tokenizer-1.cpp diff --git a/convert.py b/convert.py index e3f1096e149c4..75cfdf86e1528 100755 --- a/convert.py +++ b/convert.py @@ -231,19 +231,10 @@ def __init__(self, fname_tokenizer: Path, fname_added_tokens: Optional[Path]) -> def sentencepiece_tokens(self) -> Iterable[Tuple[bytes, float]]: tokenizer = self.sentencepiece_tokenizer for i in range(tokenizer.vocab_size()): - text: bytes - if tokenizer.is_unknown(i): - text = " \u2047 ".encode("utf-8") - elif tokenizer.is_control(i): - text = b"" - elif tokenizer.is_byte(i): - piece = tokenizer.id_to_piece(i) - if len(piece) != 6: - raise Exception(f"Invalid token: {piece}") - byte_value = int(piece[3:-1], 16) - text = struct.pack("B", byte_value) - else: - text = tokenizer.id_to_piece(i).replace("\u2581", " ").encode("utf-8") + # TODO: How do we want to support is_unknown, is_control, is_byte and is_unused(i)? + piece = tokenizer.id_to_piece(i) + text: bytes = piece.encode("utf-8") + score: float = tokenizer.get_score(i) yield text, score diff --git a/llama.cpp b/llama.cpp index 0a381afd5b726..65a279759f430 100644 --- a/llama.cpp +++ b/llama.cpp @@ -1805,7 +1805,8 @@ struct llama_tokenizer { size_t offs = 0; while (offs < text.size()) { llama_sp_symbol sym; - size_t char_len = std::min(text.size() - offs, utf8_len(text[offs])); + assert(utf8_len(text[offs]) <= text.size() - offs); + size_t char_len = utf8_len(text[offs]); sym.text = text.c_str() + offs; sym.n = char_len; offs += char_len; diff --git a/tests/CMakeLists.txt b/tests/CMakeLists.txt index 11ec6c7252f46..d54f0fdbbe1de 100644 --- a/tests/CMakeLists.txt +++ b/tests/CMakeLists.txt @@ -11,5 +11,6 @@ llama_add_test(test-quantize-fns.cpp) llama_add_test(test-quantize-perf.cpp) llama_add_test(test-sampling.cpp) llama_add_test(test-tokenizer-0.cpp ${CMAKE_CURRENT_SOURCE_DIR}/../models/ggml-vocab.bin) +llama_add_test(test-tokenizer-1.cpp ${CMAKE_CURRENT_SOURCE_DIR}/../models/ggml-vocab.bin) llama_add_test(test-grad0.c) # SLOW # llama_add_test(test-opt.c) # SLOW diff --git a/tests/test-tokenizer-1.cpp b/tests/test-tokenizer-1.cpp new file mode 100644 index 0000000000000..91464b8507de0 --- /dev/null +++ b/tests/test-tokenizer-1.cpp @@ -0,0 +1,103 @@ +#include "llama.h" + +#include +#include +#include +#include +#include +#include + +std::string detokenize(llama_context * ctx, llama_token * tokens, int count) { + std::string result; + for (int i = 0; i < count; ++i) { + result += llama_token_to_str(ctx, tokens[i]); + if (i < count - 1) { + result += "_"; + } + } + return result; +} + +int main(int argc, char **argv) { + if (argc < 2) { + fprintf(stderr, "Usage: %s \n", argv[0]); + return 1; + } + + const std::string fname = argv[1]; + + fprintf(stderr, "%s : reading vocab from: '%s'\n", __func__, fname.c_str()); + + llama_model * model; + llama_context * ctx; + + llama_backend_init(false); + + // load the vocab + { + auto lparams = llama_context_default_params(); + + lparams.vocab_only = true; + + model = llama_load_model_from_file(fname.c_str(), lparams); + + if (model == NULL) { + fprintf(stderr, "%s: error: failed to load vocab '%s'\n", __func__, fname.c_str()); + return 1; + } + + ctx = llama_new_context_with_model(model, lparams); + + if (ctx == NULL) { + fprintf(stderr, "%s: error: failed to load vocab '%s'\n", __func__, fname.c_str()); + llama_free_model(model); + return 1; + } + } + + const int n_vocab = llama_n_vocab(ctx); + + if (n_vocab != 32000) { + fprintf(stderr, "%s : expected 32000 tokens, got %d\n", __func__, n_vocab); + llama_free_model(model); + llama_free(ctx); + return 2; + } + + for (int i = 0; i < n_vocab; ++i) { + const char * forward = llama_token_to_str(ctx, i); + llama_token tokens[strlen(forward)]; + auto n = llama_tokenize(ctx, forward, tokens, strlen(forward), false); + if (n == 1) { + if (i != tokens[0]) { + const char* backward = llama_token_to_str(ctx, tokens[0]); + fprintf(stderr, "%s : error: token %d is string %s but tokenize() returns token %d %s\n", __func__, i, forward, tokens[0], backward); + } + } else { + if (i <= 258) { + fprintf(stderr, "%s : info: token %d is string %s and tokenize() returns tokens %s\n", __func__, i, forward, detokenize(ctx, tokens, n).c_str()); + } else { + fprintf(stderr, "%s : error: token %d is string %s but tokenize() returns tokens %s\n", __func__, i, forward, detokenize(ctx, tokens, n).c_str()); + } + } + } + + std::wstring string_to_convert; + std::wstring_convert, wchar_t> converter; + for (wchar_t ch = 0x0000; ch < 0xffff; ++ch) { + std::wstring wstr(1, ch); + std::string str = converter.to_bytes(wstr); + llama_token tokens[strlen(str.c_str())]; + auto n = llama_tokenize(ctx, str.c_str(), tokens, str.length(), false); + if (n == 1) { + fprintf(stderr, "%s : info: %s tokenized to %d \n", __func__, str.c_str(), tokens[0]); + } + } + + llama_free_model(model); + llama_free(ctx); + + llama_backend_free(); + + return 0; +} From 8c9d1e781e5bccf97b16a21262b2add0e4a06f8f Mon Sep 17 00:00:00 2001 From: goerch Date: Sat, 22 Jul 2023 00:39:56 +0200 Subject: [PATCH 02/25] Fix typo --- convert.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/convert.py b/convert.py index 75cfdf86e1528..6514653a23ced 100755 --- a/convert.py +++ b/convert.py @@ -231,7 +231,7 @@ def __init__(self, fname_tokenizer: Path, fname_added_tokens: Optional[Path]) -> def sentencepiece_tokens(self) -> Iterable[Tuple[bytes, float]]: tokenizer = self.sentencepiece_tokenizer for i in range(tokenizer.vocab_size()): - # TODO: How do we want to support is_unknown, is_control, is_byte and is_unused(i)? + # TODO: How do we want to support is_unknown, is_control, is_byte and is_unused? piece = tokenizer.id_to_piece(i) text: bytes = piece.encode("utf-8") From 9f055e35d0ef599ac55621ff7a4693b42010448f Mon Sep 17 00:00:00 2001 From: goerch Date: Sat, 22 Jul 2023 02:12:19 +0200 Subject: [PATCH 03/25] Add missing include --- tests/test-tokenizer-1.cpp | 1 + 1 file changed, 1 insertion(+) diff --git a/tests/test-tokenizer-1.cpp b/tests/test-tokenizer-1.cpp index 91464b8507de0..be038389b65e1 100644 --- a/tests/test-tokenizer-1.cpp +++ b/tests/test-tokenizer-1.cpp @@ -2,6 +2,7 @@ #include #include +#include #include #include #include From bf665ccb05c94ca5747b322283ab96f1643ddcd7 Mon Sep 17 00:00:00 2001 From: goerch Date: Sat, 22 Jul 2023 12:44:35 +0200 Subject: [PATCH 04/25] Replace VLA with std::vector --- tests/test-tokenizer-1.cpp | 23 +++++++++++++---------- 1 file changed, 13 insertions(+), 10 deletions(-) diff --git a/tests/test-tokenizer-1.cpp b/tests/test-tokenizer-1.cpp index be038389b65e1..276ede9479e5c 100644 --- a/tests/test-tokenizer-1.cpp +++ b/tests/test-tokenizer-1.cpp @@ -8,7 +8,7 @@ #include #include -std::string detokenize(llama_context * ctx, llama_token * tokens, int count) { +std::string detokenize(llama_context * ctx, const llama_token * tokens, int count) { std::string result; for (int i = 0; i < count; ++i) { result += llama_token_to_str(ctx, tokens[i]); @@ -67,31 +67,34 @@ int main(int argc, char **argv) { for (int i = 0; i < n_vocab; ++i) { const char * forward = llama_token_to_str(ctx, i); - llama_token tokens[strlen(forward)]; - auto n = llama_tokenize(ctx, forward, tokens, strlen(forward), false); + std::vector tokens(strlen(forward)); + auto n = llama_tokenize(ctx, forward, tokens.data(), strlen(forward), false); if (n == 1) { if (i != tokens[0]) { const char* backward = llama_token_to_str(ctx, tokens[0]); - fprintf(stderr, "%s : error: token %d is string %s but tokenize() returns token %d %s\n", __func__, i, forward, tokens[0], backward); + fprintf(stderr, "%s : error: token %d is string %s but tokenize() returns token %d %s\n", + __func__, i, forward, tokens[0], backward); } } else { if (i <= 258) { - fprintf(stderr, "%s : info: token %d is string %s and tokenize() returns tokens %s\n", __func__, i, forward, detokenize(ctx, tokens, n).c_str()); + fprintf(stderr, "%s : info: token %d is string %s and tokenize() returns tokens %s\n", + __func__, i, forward, detokenize(ctx, tokens.data(), n).c_str()); } else { - fprintf(stderr, "%s : error: token %d is string %s but tokenize() returns tokens %s\n", __func__, i, forward, detokenize(ctx, tokens, n).c_str()); + fprintf(stderr, "%s : error: token %d is string %s but tokenize() returns tokens %s\n", + __func__, i, forward, detokenize(ctx, tokens.data(), n).c_str()); } } } - std::wstring string_to_convert; std::wstring_convert, wchar_t> converter; for (wchar_t ch = 0x0000; ch < 0xffff; ++ch) { std::wstring wstr(1, ch); std::string str = converter.to_bytes(wstr); - llama_token tokens[strlen(str.c_str())]; - auto n = llama_tokenize(ctx, str.c_str(), tokens, str.length(), false); + std::vector tokens(strlen(str.c_str())); + auto n = llama_tokenize(ctx, str.c_str(), tokens.data(), str.length(), false); if (n == 1) { - fprintf(stderr, "%s : info: %s tokenized to %d \n", __func__, str.c_str(), tokens[0]); + fprintf(stderr, "%s : info: %s tokenized to %d \n", + __func__, str.c_str(), tokens[0]); } } From c8ae81756c9c3035bf1ea277fce6f9963008473b Mon Sep 17 00:00:00 2001 From: goerch Date: Sat, 22 Jul 2023 14:27:56 +0200 Subject: [PATCH 05/25] Add possibly missing typename --- tests/test-tokenizer-1.cpp | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/tests/test-tokenizer-1.cpp b/tests/test-tokenizer-1.cpp index 276ede9479e5c..456500f9e6719 100644 --- a/tests/test-tokenizer-1.cpp +++ b/tests/test-tokenizer-1.cpp @@ -86,7 +86,7 @@ int main(int argc, char **argv) { } } - std::wstring_convert, wchar_t> converter; + std::wstring_convert, wchar_t> converter; for (wchar_t ch = 0x0000; ch < 0xffff; ++ch) { std::wstring wstr(1, ch); std::string str = converter.to_bytes(wstr); From 94a0ee1eb8811550c1efef4467cfc231f69e2bee Mon Sep 17 00:00:00 2001 From: goerch Date: Sat, 22 Jul 2023 18:37:58 +0200 Subject: [PATCH 06/25] More testing of the tokenizer Adding @howard0su 's draft PR and prefix matching. --- convert.py | 6 ++- llama.cpp | 84 +++++++++++++++++++++++++++++++------- tests/test-tokenizer-0.cpp | 13 ++++++ 3 files changed, 87 insertions(+), 16 deletions(-) diff --git a/convert.py b/convert.py index 6514653a23ced..ab4e5d4d61fa8 100755 --- a/convert.py +++ b/convert.py @@ -233,7 +233,11 @@ def sentencepiece_tokens(self) -> Iterable[Tuple[bytes, float]]: for i in range(tokenizer.vocab_size()): # TODO: How do we want to support is_unknown, is_control, is_byte and is_unused? piece = tokenizer.id_to_piece(i) - text: bytes = piece.encode("utf-8") + text: bytes + if tokenizer.is_unknown(i) or tokenizer.is_control(i) or tokenizer.is_byte(i): + text: bytes = piece.encode("utf-8") + else: + text = piece.replace("\u2581", " ").encode("utf-8") score: float = tokenizer.get_score(i) yield text, score diff --git a/llama.cpp b/llama.cpp index 65a279759f430..dc6d11b62b6f9 100644 --- a/llama.cpp +++ b/llama.cpp @@ -242,6 +242,13 @@ struct llama_kv_cache { } }; +struct llama_trie { + std::unordered_map map; +}; + +void llama_trie_insert(struct llama_trie& trie, const std::string& text, size_t offs); +size_t llama_trie_find(const struct llama_trie& trie, const std::string& text, size_t offs); + struct llama_vocab { using id = int32_t; using token = std::string; @@ -253,6 +260,7 @@ struct llama_vocab { std::unordered_map token_to_id; std::vector id_to_token; + struct llama_trie trie; }; struct llama_model { @@ -519,8 +527,10 @@ struct llama_file_loader { vocab.token_to_id[word] = i; auto & tok_score = vocab.id_to_token[i]; - tok_score.tok = std::move(word); + tok_score.tok = word; tok_score.score = score; + + llama_trie_insert(vocab.trie, word, 0); } } void read_tensor_metadata(llama_load_tensors_map & tensors_map) { @@ -1794,6 +1804,28 @@ struct llama_sp_bigram { size_t size; }; +void llama_trie_insert(struct llama_trie& trie, const std::string& text, size_t offs) { + if (offs < text.size()) { + size_t char_len = utf8_len(text[offs]); + std::string key = text.substr(offs, char_len); + if (trie.map.find(key) == trie.map.end()) { + trie.map[key] = llama_trie(); + } + llama_trie_insert(trie.map.at(key), text, offs + char_len); + } +} + +size_t llama_trie_find(const struct llama_trie& trie, const std::string & text, size_t offs) { + if (offs < text.size()) { + size_t char_len = utf8_len(text[offs]); + std::string key = text.substr(offs, char_len); + if (trie.map.find(key) != trie.map.end()) { + return char_len + llama_trie_find(trie.map.at(key), text, offs + char_len); + } + } + return 0; +} + // original implementation: // https://github.com/ggerganov/llama.cpp/commit/074bea2eb1f1349a0118239c4152914aecaa1be4 struct llama_tokenizer { @@ -1805,11 +1837,14 @@ struct llama_tokenizer { size_t offs = 0; while (offs < text.size()) { llama_sp_symbol sym; - assert(utf8_len(text[offs]) <= text.size() - offs); - size_t char_len = utf8_len(text[offs]); + // size_t len = utf8_len(text[offs]); + size_t len = llama_trie_find(vocab_.trie, text, offs); + if (len == 0) { + len = utf8_len(text[offs]); + } sym.text = text.c_str() + offs; - sym.n = char_len; - offs += char_len; + sym.n = len; + offs += len; sym.prev = index - 1; sym.next = offs == text.size() ? -1 : index + 1; index++; @@ -1854,21 +1889,36 @@ struct llama_tokenizer { for (int i = 0; i != -1; i = symbols_[i].next) { auto & symbol = symbols_[i]; - auto token = vocab_.token_to_id.find(std::string(symbol.text, symbol.n)); + resegment(symbol, output); + } + } - if (token == vocab_.token_to_id.end()) { - // output any symbols that did not form tokens as bytes. - for (int j = 0; j < (int) symbol.n; ++j) { - llama_vocab::id token_id = static_cast(symbol.text[j]) + 3; - output.push_back(token_id); - } - } else { - output.push_back((*token).second); +private: + void resegment(llama_sp_symbol &symbol, std::vector &output) { + auto text = std::string(symbol.text, symbol.n); + auto token = vocab_.token_to_id.find(text); + + // Do we need to support is_unused? + if (token != vocab_.token_to_id.end()) { + output.push_back((*token).second); + return; + } + + const auto p = rev_merge.find(text); + + if (p == rev_merge.end()) { + // output any symbols that did not form tokens as bytes. + for (int j = 0; j < (int) symbol.n; ++j) { + llama_vocab::id token_id = static_cast(symbol.text[j]) + 3; + output.push_back(token_id); } + return; } + + resegment(symbols_[p->second.first], output); + resegment(symbols_[p->second.second], output); } -private: void try_add_bigram(int left, int right) { if (left == -1 || right == -1) { return; @@ -1893,11 +1943,15 @@ struct llama_tokenizer { bigram.score = tok_score.score; bigram.size = text.size(); work_queue_.push(bigram); + + // Do we need to support is_unused? + rev_merge[text] = std::make_pair(left, right); } const llama_vocab & vocab_; std::vector symbols_; llama_sp_bigram::queue work_queue_; + std::map > rev_merge; }; static std::vector llama_tokenize(const llama_vocab & vocab, const std::string & text, bool bos) { diff --git a/tests/test-tokenizer-0.cpp b/tests/test-tokenizer-0.cpp index 87fde16453d25..7067b9206e268 100644 --- a/tests/test-tokenizer-0.cpp +++ b/tests/test-tokenizer-0.cpp @@ -5,6 +5,17 @@ #include #include +std::string detokenize(llama_context * ctx, const llama_token * tokens, int count) { + std::string result; + for (int i = 0; i < count; ++i) { + result += llama_token_to_str(ctx, tokens[i]); + if (i < count - 1) { + result += "_"; + } + } + return result; +} + static const std::map> & k_tests() { static std::map> _k_tests = { @@ -67,6 +78,8 @@ int main(int argc, char **argv) { for (const auto & test_kv : k_tests()) { std::vector res(test_kv.first.size()); const int n = llama_tokenize(ctx, test_kv.first.c_str(), res.data(), int(res.size()), true); + fprintf(stderr, "%s : '%s' tokenized to '%s'\n", + __func__, test_kv.first.c_str(), detokenize(ctx, res.data(), n).c_str()); res.resize(n); bool correct = res.size() == test_kv.second.size(); From 0e74a7222eaf13d5e2e4f2d55b89deec3166f462 Mon Sep 17 00:00:00 2001 From: goerch Date: Sat, 22 Jul 2023 22:24:21 +0200 Subject: [PATCH 07/25] Added whitespace escaping and unescaping Now we see some resemblence to the Meta-Tokenizer, I think. Only problem: how to integrate this into `llama.cpp` kernel. --- convert.py | 7 +---- llama.cpp | 6 ++-- tests/test-tokenizer-0.cpp | 59 +++++++++++++++++++++++++++++--------- tests/test-tokenizer-1.cpp | 57 +++++++++++++++++++++++++++--------- 4 files changed, 94 insertions(+), 35 deletions(-) diff --git a/convert.py b/convert.py index ab4e5d4d61fa8..8cd9ca75c3ad8 100755 --- a/convert.py +++ b/convert.py @@ -233,12 +233,7 @@ def sentencepiece_tokens(self) -> Iterable[Tuple[bytes, float]]: for i in range(tokenizer.vocab_size()): # TODO: How do we want to support is_unknown, is_control, is_byte and is_unused? piece = tokenizer.id_to_piece(i) - text: bytes - if tokenizer.is_unknown(i) or tokenizer.is_control(i) or tokenizer.is_byte(i): - text: bytes = piece.encode("utf-8") - else: - text = piece.replace("\u2581", " ").encode("utf-8") - + text: bytes = piece.encode("utf-8") score: float = tokenizer.get_score(i) yield text, score diff --git a/llama.cpp b/llama.cpp index dc6d11b62b6f9..9aa29f4572ed7 100644 --- a/llama.cpp +++ b/llama.cpp @@ -1832,13 +1832,13 @@ struct llama_tokenizer { llama_tokenizer(const llama_vocab & vocab): vocab_(vocab) {} void tokenize(const std::string & text, std::vector & output) { - // split string into utf8 chars + // split string into utf8 chars / token? int index = 0; size_t offs = 0; while (offs < text.size()) { llama_sp_symbol sym; - // size_t len = utf8_len(text[offs]); - size_t len = llama_trie_find(vocab_.trie, text, offs); + size_t len = utf8_len(text[offs]); + // size_t len = llama_trie_find(vocab_.trie, text, offs); if (len == 0) { len = utf8_len(text[offs]); } diff --git a/tests/test-tokenizer-0.cpp b/tests/test-tokenizer-0.cpp index 7067b9206e268..d738bf680f821 100644 --- a/tests/test-tokenizer-0.cpp +++ b/tests/test-tokenizer-0.cpp @@ -5,26 +5,59 @@ #include #include -std::string detokenize(llama_context * ctx, const llama_token * tokens, int count) { +static std::string escape_whitespace(const std::string& text) { std::string result; - for (int i = 0; i < count; ++i) { - result += llama_token_to_str(ctx, tokens[i]); - if (i < count - 1) { - result += "_"; + bool escaping = false; + result += char(0xe2); + result += char(0x96); + result += char(0x81); + for (size_t offs = 0; offs < text.length(); ++offs) { + if (text[offs] == ' ' || text[offs] == '\t' || text[offs] == '\n') { + if (!escaping) { + result += char(0xe2); + result += char(0x96); + result += char(0x81); + escaping = true; + } + } + else { + escaping = false; + result += text[offs]; } } return result; } +static std::string unescape_whitespace(llama_context* ctx, llama_token token) { + const char* word = llama_token_to_str(ctx, token); + if (strlen(word) >= 3 && + word[0] == char(0xe2) && + word[1] == char(0x96) && + word[2] == char(0x81)) { + return std::string(" ") + (word + 3); + } + return word; +} + +static std::string unescape_whitespace(llama_context* ctx, const llama_token* tokens, int count) { + std::string result; + for (int i = 0; i < count; ++i) { + result += unescape_whitespace(ctx, tokens[i]); + } + return result; +} + static const std::map> & k_tests() { static std::map> _k_tests = { - { "Hello World", { 1, 10994, 2787, }, }, - { " Hello World", { 1, 15043, 2787, }, }, - { " Hello World!", { 1, 15043, 2787, 29991, }, }, - { " this is 🦙.cpp", { 1, 445, 338, 29871, 243, 162, 169, 156, 29889, 8223, }, }, - { "w048 7tuijk dsdfhu", { 1, 29893, 29900, 29946, 29947, 29871, 29955, 9161, 13535, 18031, 2176, 6905, }, }, - { "нещо на Български", { 1, 821, 4851, 665, 1386, 29713, 1305, }, }, + { "Hello world", { 1, 15043, 3186, }, }, + { " Hello world", { 1, 29871, 15043, 3186, }, }, + { "Hello World", { 1, 15043, 2787, }, }, + { " Hello World", { 1, 29871, 15043, 2787, }, }, + {" Hello World!", { 1, 29871, 15043, 2787, 29991, }, }, + {" this is 🦙.cpp", { 1, 29871, 445, 338, 29871, 243, 162, 169, 156, 29889, 8223, }, }, + {"w048 7tuijk dsdfhu", { 1, 281, 29900, 29946, 29947, 29871, 29955, 9161, 13535, 18031, 2176, 6905, }, }, + {"нещо на Български", { 1, 1538, 4851, 665, 1386, 29713, 1305, }, }, }; return _k_tests; }; @@ -77,9 +110,9 @@ int main(int argc, char **argv) { for (const auto & test_kv : k_tests()) { std::vector res(test_kv.first.size()); - const int n = llama_tokenize(ctx, test_kv.first.c_str(), res.data(), int(res.size()), true); + const int n = llama_tokenize(ctx, escape_whitespace(test_kv.first.c_str()).c_str(), res.data(), int(res.size()), true); fprintf(stderr, "%s : '%s' tokenized to '%s'\n", - __func__, test_kv.first.c_str(), detokenize(ctx, res.data(), n).c_str()); + __func__, test_kv.first.c_str(), unescape_whitespace(ctx, res.data(), n).c_str()); res.resize(n); bool correct = res.size() == test_kv.second.size(); diff --git a/tests/test-tokenizer-1.cpp b/tests/test-tokenizer-1.cpp index 456500f9e6719..632e0525a9b15 100644 --- a/tests/test-tokenizer-1.cpp +++ b/tests/test-tokenizer-1.cpp @@ -8,17 +8,48 @@ #include #include -std::string detokenize(llama_context * ctx, const llama_token * tokens, int count) { +static std::string escape_whitespace(const std::string& text) { std::string result; - for (int i = 0; i < count; ++i) { - result += llama_token_to_str(ctx, tokens[i]); - if (i < count - 1) { - result += "_"; + bool escaping = false; + result += char(0xe2); + result += char(0x96); + result += char(0x81); + for (size_t offs = 0; offs < text.length(); ++offs) { + if (text[offs] == ' ' || text[offs] == '\t' || text[offs] == '\n') { + if (!escaping) { + result += char(0xe2); + result += char(0x96); + result += char(0x81); + escaping = true; + } + } + else { + escaping = false; + result += text[offs]; } } return result; } +static std::string unescape_whitespace(llama_context* ctx, llama_token token) { + const char* word = llama_token_to_str(ctx, token); + if (strlen(word) >= 3 && + word[0] == char(0xe2) && + word[1] == char(0x96) && + word[2] == char(0x81)) { + return std::string(" ") + (word + 3); + } + return word; +} + +static std::string unescape_whitespace(llama_context* ctx, const llama_token* tokens, int count) { + std::string result; + for (int i = 0; i < count; ++i) { + result += unescape_whitespace(ctx, tokens[i]); + } + return result; +} + int main(int argc, char **argv) { if (argc < 2) { fprintf(stderr, "Usage: %s \n", argv[0]); @@ -66,22 +97,22 @@ int main(int argc, char **argv) { } for (int i = 0; i < n_vocab; ++i) { - const char * forward = llama_token_to_str(ctx, i); - std::vector tokens(strlen(forward)); - auto n = llama_tokenize(ctx, forward, tokens.data(), strlen(forward), false); + std::string forward = llama_token_to_str(ctx, i); + std::vector tokens(forward.length()); + int n = llama_tokenize(ctx, forward.c_str(), tokens.data(), forward.length(), false); if (n == 1) { if (i != tokens[0]) { - const char* backward = llama_token_to_str(ctx, tokens[0]); + std::string backward = unescape_whitespace(ctx, tokens[0]); fprintf(stderr, "%s : error: token %d is string %s but tokenize() returns token %d %s\n", - __func__, i, forward, tokens[0], backward); + __func__, i, unescape_whitespace(ctx, i).c_str(), tokens[0], backward.c_str()); } } else { if (i <= 258) { fprintf(stderr, "%s : info: token %d is string %s and tokenize() returns tokens %s\n", - __func__, i, forward, detokenize(ctx, tokens.data(), n).c_str()); + __func__, i, unescape_whitespace(ctx, i).c_str(), unescape_whitespace(ctx, tokens.data(), n).c_str()); } else { fprintf(stderr, "%s : error: token %d is string %s but tokenize() returns tokens %s\n", - __func__, i, forward, detokenize(ctx, tokens.data(), n).c_str()); + __func__, i, unescape_whitespace(ctx, i).c_str(), unescape_whitespace(ctx, tokens.data(), n).c_str()); } } } @@ -91,7 +122,7 @@ int main(int argc, char **argv) { std::wstring wstr(1, ch); std::string str = converter.to_bytes(wstr); std::vector tokens(strlen(str.c_str())); - auto n = llama_tokenize(ctx, str.c_str(), tokens.data(), str.length(), false); + auto n = llama_tokenize(ctx, escape_whitespace(str).c_str(), tokens.data(), str.length(), false); if (n == 1) { fprintf(stderr, "%s : info: %s tokenized to %d \n", __func__, str.c_str(), tokens[0]); From e6b1a5003e9475a4e415902a3607111cf723fdd9 Mon Sep 17 00:00:00 2001 From: goerch Date: Sun, 23 Jul 2023 18:17:32 +0200 Subject: [PATCH 08/25] Fix for #2310 Waiting for the fallout ... --- examples/common.cpp | 2 +- examples/embedding/embedding.cpp | 2 +- examples/main/main.cpp | 12 +- examples/save-load-state/save-load-state.cpp | 4 +- examples/simple/simple.cpp | 4 +- .../train-text-from-scratch.cpp | 10 +- llama.cpp | 107 ++++++++++++------ llama.h | 16 ++- tests/test-tokenizer-0.cpp | 46 ++------ tests/test-tokenizer-1.cpp | 31 ++--- 10 files changed, 119 insertions(+), 115 deletions(-) diff --git a/examples/common.cpp b/examples/common.cpp index 09901959956f9..ada0e3e609642 100644 --- a/examples/common.cpp +++ b/examples/common.cpp @@ -564,7 +564,7 @@ std::string gpt_random_prompt(std::mt19937 & rng) { // TODO: not great allocating this every time std::vector llama_tokenize(struct llama_context * ctx, const std::string & text, bool add_bos) { // initialize to prompt numer of chars, since n_tokens <= n_prompt_chars - std::vector res(text.size() + (int) add_bos); + std::vector res(text.size() + (int) add_bos + 1); const int n = llama_tokenize(ctx, text.c_str(), res.data(), res.size(), add_bos); assert(n >= 0); res.resize(n); diff --git a/examples/embedding/embedding.cpp b/examples/embedding/embedding.cpp index 5192d6df5c2f8..8788571cbf9d4 100644 --- a/examples/embedding/embedding.cpp +++ b/examples/embedding/embedding.cpp @@ -67,7 +67,7 @@ int main(int argc, char ** argv) { fprintf(stderr, "%s: prompt: '%s'\n", __func__, params.prompt.c_str()); fprintf(stderr, "%s: number of tokens in prompt = %zu\n", __func__, embd_inp.size()); for (int i = 0; i < (int) embd_inp.size(); i++) { - fprintf(stderr, "%6d -> '%s'\n", embd_inp[i], llama_token_to_str(ctx, embd_inp[i])); + fprintf(stderr, "%6d -> '%s'\n", embd_inp[i], llama_token_to_str(ctx, embd_inp[i]).c_str()); } fprintf(stderr, "\n"); } diff --git a/examples/main/main.cpp b/examples/main/main.cpp index 656382f8161dd..4b4d0397f5c52 100644 --- a/examples/main/main.cpp +++ b/examples/main/main.cpp @@ -196,10 +196,6 @@ int main(int argc, char ** argv) { // tokenize the prompt std::vector embd_inp; - - // Add a space in front of the first character to match OG llama tokenizer behavior - params.prompt.insert(0, 1, ' '); - if (params.interactive_first || params.instruct || !params.prompt.empty() || session_tokens.empty()) { embd_inp = ::llama_tokenize(ctx, params.prompt, true); } else { @@ -283,7 +279,7 @@ int main(int argc, char ** argv) { fprintf(stderr, "%s: prompt: '%s'\n", __func__, params.prompt.c_str()); fprintf(stderr, "%s: number of tokens in prompt = %zu\n", __func__, embd_inp.size()); for (int i = 0; i < (int) embd_inp.size(); i++) { - fprintf(stderr, "%6d -> '%s'\n", embd_inp[i], llama_token_to_str(ctx, embd_inp[i])); + fprintf(stderr, "%6d -> '%s'\n", embd_inp[i], llama_token_to_str(ctx, embd_inp[i]).c_str()); } if (ctx_guidance) { @@ -291,14 +287,14 @@ int main(int argc, char ** argv) { fprintf(stderr, "%s: negative prompt: '%s'\n", __func__, params.cfg_negative_prompt.c_str()); fprintf(stderr, "%s: number of tokens in negative prompt = %zu\n", __func__, guidance_inp.size()); for (int i = 0; i < (int) guidance_inp.size(); i++) { - fprintf(stderr, "%6d -> '%s'\n", guidance_inp[i], llama_token_to_str(ctx, guidance_inp[i])); + fprintf(stderr, "%6d -> '%s'\n", guidance_inp[i], llama_token_to_str(ctx, guidance_inp[i]).c_str()); } } if (params.n_keep > 0) { fprintf(stderr, "%s: static prompt based on n_keep: '", __func__); for (int i = 0; i < params.n_keep; i++) { - fprintf(stderr, "%s", llama_token_to_str(ctx, embd_inp[i])); + fprintf(stderr, "%s", llama_token_to_str(ctx, embd_inp[i]).c_str()); } fprintf(stderr, "'\n"); } @@ -636,7 +632,7 @@ int main(int argc, char ** argv) { // display text if (input_echo) { for (auto id : embd) { - printf("%s", llama_token_to_str(ctx, id)); + printf("%s", llama_token_to_str(ctx, id).c_str()); } fflush(stdout); } diff --git a/examples/save-load-state/save-load-state.cpp b/examples/save-load-state/save-load-state.cpp index 4c868850317fe..d09c27dae2f3f 100644 --- a/examples/save-load-state/save-load-state.cpp +++ b/examples/save-load-state/save-load-state.cpp @@ -91,7 +91,7 @@ int main(int argc, char ** argv) { auto next_token_str = llama_token_to_str(ctx, next_token); last_n_tokens_data.push_back(next_token); - printf("%s", next_token_str); + printf("%s", next_token_str.c_str()); if (llama_eval(ctx, &next_token, 1, n_past, params.n_threads)) { fprintf(stderr, "\n%s : failed to evaluate\n", __func__); llama_free(ctx); @@ -151,7 +151,7 @@ int main(int argc, char ** argv) { auto next_token_str = llama_token_to_str(ctx2, next_token); last_n_tokens_data.push_back(next_token); - printf("%s", next_token_str); + printf("%s", next_token_str.c_str()); if (llama_eval(ctx2, &next_token, 1, n_past, params.n_threads)) { fprintf(stderr, "\n%s : failed to evaluate\n", __func__); llama_free(ctx2); diff --git a/examples/simple/simple.cpp b/examples/simple/simple.cpp index aa2c4352df294..886825d0f0551 100644 --- a/examples/simple/simple.cpp +++ b/examples/simple/simple.cpp @@ -102,7 +102,7 @@ int main(int argc, char ** argv) for( auto id : tokens_list ) { - printf( "%s" , llama_token_to_str( ctx , id ) ); + printf( "%s" , llama_token_to_str( ctx , id ).c_str() ); } fflush(stdout); @@ -162,7 +162,7 @@ int main(int argc, char ** argv) } // Print the new token : - printf( "%s" , llama_token_to_str( ctx , new_token_id ) ); + printf( "%s" , llama_token_to_str( ctx , new_token_id ).c_str() ); fflush( stdout ); // Push this new token for next evaluation : diff --git a/examples/train-text-from-scratch/train-text-from-scratch.cpp b/examples/train-text-from-scratch/train-text-from-scratch.cpp index 449b4e9ecdd54..6c6806e5e4fdf 100644 --- a/examples/train-text-from-scratch/train-text-from-scratch.cpp +++ b/examples/train-text-from-scratch/train-text-from-scratch.cpp @@ -1959,7 +1959,7 @@ void print_matrix(struct ggml_tensor * probs) { void print_token(struct llama_context * ctx, llama_token token) { - printf("%s", llama_token_to_str(ctx, token)); + printf("%s", llama_token_to_str(ctx, token).c_str()); } void print_tokens(struct llama_context* ctx, struct ggml_tensor * tokens) { @@ -2198,17 +2198,17 @@ int tokenize_file(struct llama_context * lctx, const char * filename, std::vecto const char * in = buf.data(); const char * end = buf.data() + buf.size(); for (int i = 0; i < (int) out.size(); ++i) { - const char * s = llama_token_to_str(lctx, out[i]); - int len = strlen(s); + std::string s = llama_token_to_str(lctx, out[i]); + int len = s.length(); if (in >= end) { printf("%s: unexpected end of original text.\n", __func__); break; } - const bool matches = (strncmp(in, s, len) == 0); + const bool matches = (strncmp(in, s.c_str(), len) == 0); if (matches) { in += len; } else { - printf("%s: mismatch: expected '%s', but got '%s'\n", __func__, std::string(in, len).c_str(), s); + printf("%s: mismatch: expected '%s', but got '%s'\n", __func__, std::string(in, len).c_str(), s.c_str()); } } } diff --git a/llama.cpp b/llama.cpp index 9aa29f4572ed7..e566465fa78f4 100644 --- a/llama.cpp +++ b/llama.cpp @@ -242,13 +242,6 @@ struct llama_kv_cache { } }; -struct llama_trie { - std::unordered_map map; -}; - -void llama_trie_insert(struct llama_trie& trie, const std::string& text, size_t offs); -size_t llama_trie_find(const struct llama_trie& trie, const std::string& text, size_t offs); - struct llama_vocab { using id = int32_t; using token = std::string; @@ -260,7 +253,6 @@ struct llama_vocab { std::unordered_map token_to_id; std::vector id_to_token; - struct llama_trie trie; }; struct llama_model { @@ -524,13 +516,12 @@ struct llama_file_loader { float score = 0.0f; file.read_raw(&score, sizeof(score)); + assert(vocab.token_to_id.find(word) == vocab.token_to_id.end()); vocab.token_to_id[word] = i; auto & tok_score = vocab.id_to_token[i]; tok_score.tok = word; tok_score.score = score; - - llama_trie_insert(vocab.trie, word, 0); } } void read_tensor_metadata(llama_load_tensors_map & tensors_map) { @@ -1804,26 +1795,37 @@ struct llama_sp_bigram { size_t size; }; -void llama_trie_insert(struct llama_trie& trie, const std::string& text, size_t offs) { - if (offs < text.size()) { - size_t char_len = utf8_len(text[offs]); - std::string key = text.substr(offs, char_len); - if (trie.map.find(key) == trie.map.end()) { - trie.map[key] = llama_trie(); +static std::string llama_escape_whitespace(const std::string& text) { + std::string result; + bool escaping = false; + result += char(0xe2); + result += char(0x96); + result += char(0x81); + for (size_t offs = 0; offs < text.length(); ++offs) { + if (text[offs] == ' ') { + if (!escaping) { + result += char(0xe2); + result += char(0x96); + result += char(0x81); + escaping = true; + } + } + else { + escaping = false; + result += text[offs]; } - llama_trie_insert(trie.map.at(key), text, offs + char_len); } + return result; } -size_t llama_trie_find(const struct llama_trie& trie, const std::string & text, size_t offs) { - if (offs < text.size()) { - size_t char_len = utf8_len(text[offs]); - std::string key = text.substr(offs, char_len); - if (trie.map.find(key) != trie.map.end()) { - return char_len + llama_trie_find(trie.map.at(key), text, offs + char_len); - } - } - return 0; +static std::string llama_unescape_whitespace(const std::string& word) { + if (word.length() >= 3 && + word[0] == char(0xe2) && + word[1] == char(0x96) && + word[2] == char(0x81)) { + return std::string(" ") + word.substr(3); + } + return word; } // original implementation: @@ -1832,13 +1834,12 @@ struct llama_tokenizer { llama_tokenizer(const llama_vocab & vocab): vocab_(vocab) {} void tokenize(const std::string & text, std::vector & output) { - // split string into utf8 chars / token? + // split string into utf8 chars int index = 0; size_t offs = 0; while (offs < text.size()) { llama_sp_symbol sym; size_t len = utf8_len(text[offs]); - // size_t len = llama_trie_find(vocab_.trie, text, offs); if (len == 0) { len = utf8_len(text[offs]); } @@ -1908,7 +1909,7 @@ struct llama_tokenizer { if (p == rev_merge.end()) { // output any symbols that did not form tokens as bytes. - for (int j = 0; j < (int) symbol.n; ++j) { + for (int j = 0; j < (int)symbol.n; ++j) { llama_vocab::id token_id = static_cast(symbol.text[j]) + 3; output.push_back(token_id); } @@ -1954,11 +1955,11 @@ struct llama_tokenizer { std::map > rev_merge; }; -static std::vector llama_tokenize(const llama_vocab & vocab, const std::string & text, bool bos) { +static std::vector llama_tokenize(const llama_vocab & vocab, const std::string & raw_text, bool bos, bool escape) { llama_tokenizer tokenizer(vocab); std::vector output; - if (text.empty()) { + if (raw_text.empty()) { return output; } @@ -1966,6 +1967,13 @@ static std::vector llama_tokenize(const llama_vocab & vocab, co output.push_back(llama_token_bos()); } + std::string text; + if (escape) { + text = llama_escape_whitespace(raw_text); + } else { + text = raw_text; + } + tokenizer.tokenize(text, output); return output; } @@ -3620,7 +3628,7 @@ int llama_tokenize_with_model( llama_token * tokens, int n_max_tokens, bool add_bos) { - auto res = llama_tokenize(model->vocab, text, add_bos); + auto res = llama_tokenize(model->vocab, text, add_bos, true); if (n_max_tokens < (int) res.size()) { fprintf(stderr, "%s: too many tokens\n", __func__); @@ -3643,6 +3651,27 @@ int llama_tokenize( return llama_tokenize_with_model(&ctx->model, text, tokens, n_max_tokens, add_bos); } +int llama_tokenize_bpe( + struct llama_context * ctx, + const char * text, + llama_token * tokens, + int n_max_tokens, + bool add_bos) { + auto res = llama_tokenize(ctx->model.vocab, text, add_bos, false); + + if (n_max_tokens < (int) res.size()) { + fprintf(stderr, "%s: too many tokens\n", __func__); + return -((int) res.size()); + } + + for (size_t i = 0; i < res.size(); i++) { + tokens[i] = res[i]; + } + + return res.size(); +} + + int llama_n_vocab_from_model(const struct llama_model * model) { return model->vocab.id_to_token.size(); } @@ -3696,18 +3725,26 @@ float * llama_get_embeddings(struct llama_context * ctx) { return ctx->embedding.data(); } -const char * llama_token_to_str_with_model(const struct llama_model * model, llama_token token) { +std::string llama_token_to_str_with_model(const struct llama_model * model, llama_token token) { if (token >= llama_n_vocab_from_model(model)) { return nullptr; } - return model->vocab.id_to_token[token].tok.c_str(); + return llama_unescape_whitespace(model->vocab.id_to_token[token].tok); } -const char * llama_token_to_str(const struct llama_context * ctx, llama_token token) { +std::string llama_token_to_str(const struct llama_context * ctx, llama_token token) { return llama_token_to_str_with_model(&ctx->model, token); } +std::string llama_token_to_str_bpe(const struct llama_context * ctx, llama_token token) { + if (token >= llama_n_vocab_from_model(&ctx->model)) { + return nullptr; + } + + return ctx->model.vocab.id_to_token[token].tok; +} + llama_token llama_token_bos() { return 1; } diff --git a/llama.h b/llama.h index bbf28e68684cf..f6e574bb968b4 100644 --- a/llama.h +++ b/llama.h @@ -11,6 +11,7 @@ #include #include #include +#include #ifdef LLAMA_SHARED # if defined(_WIN32) && !defined(__MINGW32__) @@ -278,6 +279,13 @@ extern "C" { int n_max_tokens, bool add_bos); + LLAMA_API int llama_tokenize_bpe( + struct llama_context * ctx, + const char * text, + 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, @@ -319,11 +327,15 @@ extern "C" { LLAMA_API float * llama_get_embeddings(struct llama_context * ctx); // Token Id -> String. Uses the vocabulary in the provided context - LLAMA_API const char * llama_token_to_str( + LLAMA_API std::string llama_token_to_str( + const struct llama_context * ctx, + llama_token token); + + LLAMA_API std::string llama_token_to_str_bpe( const struct llama_context * ctx, llama_token token); - LLAMA_API const char * llama_token_to_str_with_model( + LLAMA_API std::string llama_token_to_str_with_model( const struct llama_model * model, llama_token token); diff --git a/tests/test-tokenizer-0.cpp b/tests/test-tokenizer-0.cpp index d738bf680f821..40c0c6b4e3ba2 100644 --- a/tests/test-tokenizer-0.cpp +++ b/tests/test-tokenizer-0.cpp @@ -5,44 +5,10 @@ #include #include -static std::string escape_whitespace(const std::string& text) { - std::string result; - bool escaping = false; - result += char(0xe2); - result += char(0x96); - result += char(0x81); - for (size_t offs = 0; offs < text.length(); ++offs) { - if (text[offs] == ' ' || text[offs] == '\t' || text[offs] == '\n') { - if (!escaping) { - result += char(0xe2); - result += char(0x96); - result += char(0x81); - escaping = true; - } - } - else { - escaping = false; - result += text[offs]; - } - } - return result; -} - -static std::string unescape_whitespace(llama_context* ctx, llama_token token) { - const char* word = llama_token_to_str(ctx, token); - if (strlen(word) >= 3 && - word[0] == char(0xe2) && - word[1] == char(0x96) && - word[2] == char(0x81)) { - return std::string(" ") + (word + 3); - } - return word; -} - static std::string unescape_whitespace(llama_context* ctx, const llama_token* tokens, int count) { std::string result; for (int i = 0; i < count; ++i) { - result += unescape_whitespace(ctx, tokens[i]); + result += llama_token_to_str(ctx, tokens[i]); } return result; } @@ -50,6 +16,9 @@ static std::string unescape_whitespace(llama_context* ctx, const llama_token* to static const std::map> & k_tests() { static std::map> _k_tests = { + {" ", {1, 259,},}, + { "\t", { 1, 29871, 12, }, }, + { "\n", { 1, 29871, 13, }, }, { "Hello world", { 1, 15043, 3186, }, }, { " Hello world", { 1, 29871, 15043, 3186, }, }, { "Hello World", { 1, 15043, 2787, }, }, @@ -58,7 +27,8 @@ static const std::map> & k_tests() {" this is 🦙.cpp", { 1, 29871, 445, 338, 29871, 243, 162, 169, 156, 29889, 8223, }, }, {"w048 7tuijk dsdfhu", { 1, 281, 29900, 29946, 29947, 29871, 29955, 9161, 13535, 18031, 2176, 6905, }, }, {"нещо на Български", { 1, 1538, 4851, 665, 1386, 29713, 1305, }, }, - }; + {"How are you?", { 1, 1128, 526, 366, 29973, }, }, + }; return _k_tests; }; @@ -109,8 +79,8 @@ int main(int argc, char **argv) { } for (const auto & test_kv : k_tests()) { - std::vector res(test_kv.first.size()); - const int n = llama_tokenize(ctx, escape_whitespace(test_kv.first.c_str()).c_str(), res.data(), int(res.size()), true); + std::vector res(test_kv.first.size() + 2); + const int n = llama_tokenize(ctx, test_kv.first.c_str(), res.data(), int(res.size()), true); fprintf(stderr, "%s : '%s' tokenized to '%s'\n", __func__, test_kv.first.c_str(), unescape_whitespace(ctx, res.data(), n).c_str()); res.resize(n); diff --git a/tests/test-tokenizer-1.cpp b/tests/test-tokenizer-1.cpp index 632e0525a9b15..cd105f0980e4e 100644 --- a/tests/test-tokenizer-1.cpp +++ b/tests/test-tokenizer-1.cpp @@ -15,7 +15,7 @@ static std::string escape_whitespace(const std::string& text) { result += char(0x96); result += char(0x81); for (size_t offs = 0; offs < text.length(); ++offs) { - if (text[offs] == ' ' || text[offs] == '\t' || text[offs] == '\n') { + if (text[offs] == ' ') { if (!escaping) { result += char(0xe2); result += char(0x96); @@ -31,21 +31,10 @@ static std::string escape_whitespace(const std::string& text) { return result; } -static std::string unescape_whitespace(llama_context* ctx, llama_token token) { - const char* word = llama_token_to_str(ctx, token); - if (strlen(word) >= 3 && - word[0] == char(0xe2) && - word[1] == char(0x96) && - word[2] == char(0x81)) { - return std::string(" ") + (word + 3); - } - return word; -} - static std::string unescape_whitespace(llama_context* ctx, const llama_token* tokens, int count) { std::string result; for (int i = 0; i < count; ++i) { - result += unescape_whitespace(ctx, tokens[i]); + result += llama_token_to_str(ctx, tokens[i]); } return result; } @@ -97,22 +86,22 @@ int main(int argc, char **argv) { } for (int i = 0; i < n_vocab; ++i) { - std::string forward = llama_token_to_str(ctx, i); + std::string forward = llama_token_to_str_bpe(ctx, i); std::vector tokens(forward.length()); - int n = llama_tokenize(ctx, forward.c_str(), tokens.data(), forward.length(), false); + int n = llama_tokenize_bpe(ctx, forward.c_str(), tokens.data(), forward.length(), false); if (n == 1) { if (i != tokens[0]) { - std::string backward = unescape_whitespace(ctx, tokens[0]); + std::string backward = llama_token_to_str(ctx, tokens[0]); fprintf(stderr, "%s : error: token %d is string %s but tokenize() returns token %d %s\n", - __func__, i, unescape_whitespace(ctx, i).c_str(), tokens[0], backward.c_str()); + __func__, i, llama_token_to_str(ctx, i).c_str(), tokens[0], backward.c_str()); } } else { if (i <= 258) { fprintf(stderr, "%s : info: token %d is string %s and tokenize() returns tokens %s\n", - __func__, i, unescape_whitespace(ctx, i).c_str(), unescape_whitespace(ctx, tokens.data(), n).c_str()); + __func__, i, llama_token_to_str(ctx, i).c_str(), unescape_whitespace(ctx, tokens.data(), n).c_str()); } else { fprintf(stderr, "%s : error: token %d is string %s but tokenize() returns tokens %s\n", - __func__, i, unescape_whitespace(ctx, i).c_str(), unescape_whitespace(ctx, tokens.data(), n).c_str()); + __func__, i, llama_token_to_str(ctx, i).c_str(), unescape_whitespace(ctx, tokens.data(), n).c_str()); } } } @@ -121,8 +110,8 @@ int main(int argc, char **argv) { for (wchar_t ch = 0x0000; ch < 0xffff; ++ch) { std::wstring wstr(1, ch); std::string str = converter.to_bytes(wstr); - std::vector tokens(strlen(str.c_str())); - auto n = llama_tokenize(ctx, escape_whitespace(str).c_str(), tokens.data(), str.length(), false); + std::vector tokens(str.length() + 1); + auto n = llama_tokenize(ctx, escape_whitespace(str).c_str(), tokens.data(), str.length() + 1, false); if (n == 1) { fprintf(stderr, "%s : info: %s tokenized to %d \n", __func__, str.c_str(), tokens[0]); From dba8369a39bc612e4ab6e25e76e28014f0ec6f4a Mon Sep 17 00:00:00 2001 From: goerch Date: Sun, 23 Jul 2023 18:46:29 +0200 Subject: [PATCH 09/25] One more test case... --- tests/test-tokenizer-0.cpp | 3 ++- 1 file changed, 2 insertions(+), 1 deletion(-) diff --git a/tests/test-tokenizer-0.cpp b/tests/test-tokenizer-0.cpp index 40c0c6b4e3ba2..36a73c9d714bd 100644 --- a/tests/test-tokenizer-0.cpp +++ b/tests/test-tokenizer-0.cpp @@ -16,9 +16,10 @@ static std::string unescape_whitespace(llama_context* ctx, const llama_token* to static const std::map> & k_tests() { static std::map> _k_tests = { - {" ", {1, 259,},}, + { " ", {1, 259, }, }, { "\t", { 1, 29871, 12, }, }, { "\n", { 1, 29871, 13, }, }, + { "\t\n", { 1, 29871, 12, 13, }, }, { "Hello world", { 1, 15043, 3186, }, }, { " Hello world", { 1, 29871, 15043, 3186, }, }, { "Hello World", { 1, 15043, 2787, }, }, From b97a505c5d21c53a34277f415e5141c042cadffe Mon Sep 17 00:00:00 2001 From: goerch Date: Mon, 24 Jul 2023 08:05:16 +0200 Subject: [PATCH 10/25] Fix C linkage for llama_token_to_str --- examples/common.h | 1 + llama.cpp | 34 ++++++++++++++++++----------- llama.cpp.h | 44 ++++++++++++++++++++++++++++++++++++++ llama.h | 19 ++++++++++------ tests/test-tokenizer-0.cpp | 1 + tests/test-tokenizer-1.cpp | 1 + 6 files changed, 80 insertions(+), 20 deletions(-) create mode 100644 llama.cpp.h diff --git a/examples/common.h b/examples/common.h index 69170dfc09850..a9dd6933c6040 100644 --- a/examples/common.h +++ b/examples/common.h @@ -3,6 +3,7 @@ #pragma once #include "llama.h" +#include "llama.cpp.h" #include #include diff --git a/llama.cpp b/llama.cpp index e566465fa78f4..7dea8c9c7df7d 100644 --- a/llama.cpp +++ b/llama.cpp @@ -520,7 +520,7 @@ struct llama_file_loader { vocab.token_to_id[word] = i; auto & tok_score = vocab.id_to_token[i]; - tok_score.tok = word; + tok_score.tok = std::move(word); tok_score.score = score; } } @@ -3725,24 +3725,32 @@ float * llama_get_embeddings(struct llama_context * ctx) { return ctx->embedding.data(); } -std::string llama_token_to_str_with_model(const struct llama_model * model, llama_token token) { - if (token >= llama_n_vocab_from_model(model)) { - return nullptr; +int llama_token_to_str_with_model(const struct llama_model * model, llama_token token, char * str, int length) { + if (0 <= token && token < llama_n_vocab_from_model(model)) { + std::string result = llama_unescape_whitespace(model->vocab.id_to_token[token].tok); + if(result.length() > length) { + return - result.length(); + } + strcpy(str, result.c_str()); + return result.length(); } - - return llama_unescape_whitespace(model->vocab.id_to_token[token].tok); + return 0; } -std::string llama_token_to_str(const struct llama_context * ctx, llama_token token) { - return llama_token_to_str_with_model(&ctx->model, token); +int llama_token_to_str(const struct llama_context * ctx, llama_token token, char * str, int length) { + return llama_token_to_str_with_model(&ctx->model, token, str, length); } -std::string llama_token_to_str_bpe(const struct llama_context * ctx, llama_token token) { - if (token >= llama_n_vocab_from_model(&ctx->model)) { - return nullptr; +int llama_token_to_str_bpe(const struct llama_context * ctx, llama_token token, char * str, int length) { + if (0 <= token && token < llama_n_vocab_from_model(&ctx->model)) { + std::string result = ctx->model.vocab.id_to_token[token].tok; + if (result.length() > length) { + return -result.length(); + } + strcpy(str, result.c_str()); + return result.length(); } - - return ctx->model.vocab.id_to_token[token].tok; + return 0; } llama_token llama_token_bos() { diff --git a/llama.cpp.h b/llama.cpp.h new file mode 100644 index 0000000000000..6e806bef2c247 --- /dev/null +++ b/llama.cpp.h @@ -0,0 +1,44 @@ +#ifndef LLAMA_CPP_H +#define LLAMA_CPP_H + +#include "llama.h" + +#include + +static std::string llama_token_to_str( + const struct llama_context * ctx, + llama_token token) { + std::string result; + int length = 8; + result.resize(length); + length = llama_token_to_str(ctx, token, (char *)result.data(), result.length()); + if (length < 0) { + result.resize(-length); + int check = llama_token_to_str(ctx, token, (char *)result.data(), result.length()); + assert(check == -length); + GGML_UNUSED(check); + } else { + result.resize(length); + } + return result; +} + +static std::string llama_token_to_str_bpe( + const struct llama_context * ctx, + llama_token token) { + std::string result; + int length = 8; + result.resize(length); + length = llama_token_to_str_bpe(ctx, token, (char*)result.data(), result.length()); + if (length < 0) { + result.resize(-length); + int check = llama_token_to_str_bpe(ctx, token, (char*)result.data(), result.length()); + assert(check == -length); + GGML_UNUSED(check); + } else { + result.resize(length); + } + return result; +} + +#endif diff --git a/llama.h b/llama.h index f6e574bb968b4..8305432ef01e8 100644 --- a/llama.h +++ b/llama.h @@ -327,18 +327,23 @@ extern "C" { LLAMA_API float * llama_get_embeddings(struct llama_context * ctx); // Token Id -> String. Uses the vocabulary in the provided context - LLAMA_API std::string llama_token_to_str( + LLAMA_API int llama_token_to_str( const struct llama_context * ctx, - llama_token token); + llama_token token, + char * str, + int length); - LLAMA_API std::string llama_token_to_str_bpe( + LLAMA_API int llama_token_to_str_bpe( const struct llama_context * ctx, - llama_token token); + llama_token token, + char * str, + int length); - LLAMA_API std::string llama_token_to_str_with_model( + LLAMA_API int llama_token_to_str_with_model( const struct llama_model * model, - llama_token token); - + llama_token token, + char * str, + int length); // Special tokens LLAMA_API llama_token llama_token_bos(); // beginning-of-sentence LLAMA_API llama_token llama_token_eos(); // end-of-sentence diff --git a/tests/test-tokenizer-0.cpp b/tests/test-tokenizer-0.cpp index 36a73c9d714bd..dca3e72c766e8 100644 --- a/tests/test-tokenizer-0.cpp +++ b/tests/test-tokenizer-0.cpp @@ -1,4 +1,5 @@ #include "llama.h" +#include "llama.cpp.h" #include #include diff --git a/tests/test-tokenizer-1.cpp b/tests/test-tokenizer-1.cpp index cd105f0980e4e..d9a6293c04a86 100644 --- a/tests/test-tokenizer-1.cpp +++ b/tests/test-tokenizer-1.cpp @@ -1,4 +1,5 @@ #include "llama.h" +#include "llama.cpp.h" #include #include From 81fae1dc8fb502577dec6cee128d3c1684ea15f9 Mon Sep 17 00:00:00 2001 From: goerch Date: Mon, 24 Jul 2023 09:05:21 +0200 Subject: [PATCH 11/25] Fixing llama_token_to_str for the different sentence_piece token types --- .../train-text-from-scratch.cpp | 1 + llama.cpp | 120 ++++++++++++------ tests/test-tokenizer-1.cpp | 14 +- 3 files changed, 87 insertions(+), 48 deletions(-) diff --git a/examples/train-text-from-scratch/train-text-from-scratch.cpp b/examples/train-text-from-scratch/train-text-from-scratch.cpp index 6c6806e5e4fdf..7375e77df5c2e 100644 --- a/examples/train-text-from-scratch/train-text-from-scratch.cpp +++ b/examples/train-text-from-scratch/train-text-from-scratch.cpp @@ -1,4 +1,5 @@ #include "ggml.h" +#include "common.h" #include "llama.h" #include #include diff --git a/llama.cpp b/llama.cpp index 7dea8c9c7df7d..fb71aef19b5de 100644 --- a/llama.cpp +++ b/llama.cpp @@ -1765,6 +1765,64 @@ static bool llama_eval_internal( // tokenizer // +bool llama_is_normal_token(llama_token token) { + return token >= 259; +} + +bool llama_is_unknown_token(llama_token token) { + return token == 0; +} + +bool llama_is_control_token(llama_token token) { + return token == 1 || token == 2; +} + +bool llama_is_bos_token(llama_token token) { + return token == 1; +} + +bool llama_is_eos_token(llama_token token) { + return token == 2; +} + +bool llama_is_user_defined_token(llama_token token) { + return false; +} + +bool llama_is_unused_token(llama_token token) { + return false; +} + +bool llama_is_byte_token(llama_token token) { + return 3 <= token && token < 259; +} + +static std::string llama_escape_whitespace(const std::string& text) { + std::string result; + bool escaping = false; + result += "\xe2\x96\x81"; + for (size_t offs = 0; offs < text.length(); ++offs) { + if (text[offs] == ' ') { + if (!escaping) { + result += "\xe2\x96\x81"; + escaping = true; + } + } + else { + escaping = false; + result += text[offs]; + } + } + return result; +} + +static std::string llama_unescape_whitespace(const std::string& word) { + if (word.length() >= 3 && word.substr(0, 3) == "\xe2\x96\x81") { + return std::string(" ") + word.substr(3); + } + return word; +} + static size_t utf8_len(char src) { const size_t lookup[] = { 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 2, 2, 3, 4 }; uint8_t highbits = static_cast(src) >> 4; @@ -1795,39 +1853,6 @@ struct llama_sp_bigram { size_t size; }; -static std::string llama_escape_whitespace(const std::string& text) { - std::string result; - bool escaping = false; - result += char(0xe2); - result += char(0x96); - result += char(0x81); - for (size_t offs = 0; offs < text.length(); ++offs) { - if (text[offs] == ' ') { - if (!escaping) { - result += char(0xe2); - result += char(0x96); - result += char(0x81); - escaping = true; - } - } - else { - escaping = false; - result += text[offs]; - } - } - return result; -} - -static std::string llama_unescape_whitespace(const std::string& word) { - if (word.length() >= 3 && - word[0] == char(0xe2) && - word[1] == char(0x96) && - word[2] == char(0x81)) { - return std::string(" ") + word.substr(3); - } - return word; -} - // original implementation: // https://github.com/ggerganov/llama.cpp/commit/074bea2eb1f1349a0118239c4152914aecaa1be4 struct llama_tokenizer { @@ -3727,12 +3752,29 @@ float * llama_get_embeddings(struct llama_context * ctx) { int llama_token_to_str_with_model(const struct llama_model * model, llama_token token, char * str, int length) { if (0 <= token && token < llama_n_vocab_from_model(model)) { - std::string result = llama_unescape_whitespace(model->vocab.id_to_token[token].tok); - if(result.length() > length) { - return - result.length(); - } - strcpy(str, result.c_str()); - return result.length(); + if (llama_is_normal_token(token)) { + std::string result = llama_unescape_whitespace(model->vocab.id_to_token[token].tok); + if(result.length() > length) { + return - result.length(); + } + strcpy(str, result.c_str()); + return result.length(); + } else if (llama_is_unknown_token(token)) { + if(3 > length) { + return -3; + } + strcpy(str, "\xe2\x96\x85"); + return 3; + } else if (llama_is_control_token(token)) { + ; + } else if (llama_is_byte_token(token)) { + if(1 > length) { + return -1; + } + str[0] = token - 3; + str[1] = 0x00; + return 1; + } } return 0; } diff --git a/tests/test-tokenizer-1.cpp b/tests/test-tokenizer-1.cpp index d9a6293c04a86..836233f29d9d6 100644 --- a/tests/test-tokenizer-1.cpp +++ b/tests/test-tokenizer-1.cpp @@ -12,15 +12,11 @@ static std::string escape_whitespace(const std::string& text) { std::string result; bool escaping = false; - result += char(0xe2); - result += char(0x96); - result += char(0x81); + result += "\xe2\x96\x81"; for (size_t offs = 0; offs < text.length(); ++offs) { if (text[offs] == ' ') { if (!escaping) { - result += char(0xe2); - result += char(0x96); - result += char(0x81); + result += "\xe2\x96\x81"; escaping = true; } } @@ -93,15 +89,15 @@ int main(int argc, char **argv) { if (n == 1) { if (i != tokens[0]) { std::string backward = llama_token_to_str(ctx, tokens[0]); - fprintf(stderr, "%s : error: token %d is string %s but tokenize() returns token %d %s\n", + fprintf(stderr, "%s : error: token %d is string %s but bpe returns token %d %s\n", __func__, i, llama_token_to_str(ctx, i).c_str(), tokens[0], backward.c_str()); } } else { if (i <= 258) { - fprintf(stderr, "%s : info: token %d is string %s and tokenize() returns tokens %s\n", + fprintf(stderr, "%s : info: token %d is string %s and bpe returns tokens %s\n", __func__, i, llama_token_to_str(ctx, i).c_str(), unescape_whitespace(ctx, tokens.data(), n).c_str()); } else { - fprintf(stderr, "%s : error: token %d is string %s but tokenize() returns tokens %s\n", + fprintf(stderr, "%s : error: token %d is string %s but bpe returns tokens %s\n", __func__, i, llama_token_to_str(ctx, i).c_str(), unescape_whitespace(ctx, tokens.data(), n).c_str()); } } From 281a4b4f274b8c56a6f6939d6511adfae3144831 Mon Sep 17 00:00:00 2001 From: goerch Date: Mon, 24 Jul 2023 09:45:20 +0200 Subject: [PATCH 12/25] Fixing tests --- llama.cpp | 9 +++++---- models/ggml-vocab.bin | Bin 432610 -> 466955 bytes 2 files changed, 5 insertions(+), 4 deletions(-) diff --git a/llama.cpp b/llama.cpp index fb71aef19b5de..e8522dbe82db7 100644 --- a/llama.cpp +++ b/llama.cpp @@ -995,6 +995,11 @@ static void llama_model_load_internal( std::unique_ptr ml(new llama_model_loader(fname, use_mmap)); vocab = std::move(ml->file_loader->vocab); + + if (vocab_only) { + return; + } + model.hparams = ml->file_loader->hparams; model.n_gpu_layers = n_gpu_layers; llama_file_version file_version = ml->file_loader->file_version; @@ -1055,10 +1060,6 @@ static void llama_model_load_internal( } } - if (vocab_only) { - return; - } - auto & ctx = model.ctx; size_t ctx_size; diff --git a/models/ggml-vocab.bin b/models/ggml-vocab.bin index 38f63493a97a7e85ef04a21697f7d2989156e5e4..c1a3194c4012e36899b0bc0cebc47aaed2a261ac 100644 GIT binary patch literal 466955 zcma&P37A|()i-|FcW5@*;SvH#AcW4oK;X`r1hO=lfv^O)J>5Msoy<%()6*Fe#P@;= zD5$L>qM}~hQPE~c)(ev;F0Xdncdxkbc`#PpsybU$ojP^u zRQ1G`p`pD9e>d?z`X_nI;Q#l-|1PMHZM~4c?ZcUxB=_ayd79pz)7cxcSt+sH{8Vm1 zDz`9|Ta?NzPUV)Qa!XUWWvSfqRIVeH>rCakQn~I_t|yi2eR*zviof|O{^qCno1fxu zeu}^ODgNfC_?w^NZ+?ou`6>S9r}&$n;%|P6zxgTt=BN0ZpW<&pioXRZ{uZS8Tae;! zL5jZxDgG9u_*;~r1rC<2nc}Z2#a~y7zpfO2T`B&$Qv7wL z`0GmX*OlV0E5%<|iodQDe_bj5x>EdgrTFVg@z<5&uRFzGcZ$F66o1_*{<>5Ab*K32 zPVv{B;;%c!Uw4YX?i7FBDgL@s{B@`J>rV04o#L-2#a~Z~zn&C-Jt_WrQvCI#`0GjW z*OTI}C&gb+ioc!|e?2MwdQ$xLr1{Pm{z>rL_3yNACQ@46ZP&E7ipCEgh#IYAUYyEoFMar_f= zsys&I$L;bw%H?YbUn5CXkcwm8adP`%qC_jy@a4Hf^|Rthqe8j&TpMhWDEk~E%Yy)4 zQWX%8({Df!Sj_@aRlb(dK9tmWiRd={hSrVecq=QU;QQSQ0k9%Tjo{ly4b~)4)6!L< 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Mon Sep 17 00:00:00 2001 From: goerch Date: Mon, 24 Jul 2023 09:48:51 +0200 Subject: [PATCH 13/25] Remove comment --- convert.py | 1 - 1 file changed, 1 deletion(-) diff --git a/convert.py b/convert.py index 8cd9ca75c3ad8..13e983d2eb3ce 100755 --- a/convert.py +++ b/convert.py @@ -231,7 +231,6 @@ def __init__(self, fname_tokenizer: Path, fname_added_tokens: Optional[Path]) -> def sentencepiece_tokens(self) -> Iterable[Tuple[bytes, float]]: tokenizer = self.sentencepiece_tokenizer for i in range(tokenizer.vocab_size()): - # TODO: How do we want to support is_unknown, is_control, is_byte and is_unused? piece = tokenizer.id_to_piece(i) text: bytes = piece.encode("utf-8") score: float = tokenizer.get_score(i) From 39c9a3b55339b4167de1b27ab2c9e0b6ba686e6d Mon Sep 17 00:00:00 2001 From: goerch Date: Mon, 24 Jul 2023 10:20:25 +0200 Subject: [PATCH 14/25] Added test cases --- tests/test-tokenizer-0.cpp | 35 ++++++++++++++++++++++------------- 1 file changed, 22 insertions(+), 13 deletions(-) diff --git a/tests/test-tokenizer-0.cpp b/tests/test-tokenizer-0.cpp index dca3e72c766e8..9d7b5b348fffa 100644 --- a/tests/test-tokenizer-0.cpp +++ b/tests/test-tokenizer-0.cpp @@ -17,19 +17,28 @@ static std::string unescape_whitespace(llama_context* ctx, const llama_token* to static const std::map> & k_tests() { static std::map> _k_tests = { - { " ", {1, 259, }, }, - { "\t", { 1, 29871, 12, }, }, - { "\n", { 1, 29871, 13, }, }, - { "\t\n", { 1, 29871, 12, 13, }, }, - { "Hello world", { 1, 15043, 3186, }, }, - { " Hello world", { 1, 29871, 15043, 3186, }, }, - { "Hello World", { 1, 15043, 2787, }, }, - { " Hello World", { 1, 29871, 15043, 2787, }, }, - {" Hello World!", { 1, 29871, 15043, 2787, 29991, }, }, - {" this is 🦙.cpp", { 1, 29871, 445, 338, 29871, 243, 162, 169, 156, 29889, 8223, }, }, - {"w048 7tuijk dsdfhu", { 1, 281, 29900, 29946, 29947, 29871, 29955, 9161, 13535, 18031, 2176, 6905, }, }, - {"нещо на Български", { 1, 1538, 4851, 665, 1386, 29713, 1305, }, }, - {"How are you?", { 1, 1128, 526, 366, 29973, }, }, + { " ", {1, 259, }, }, + { "\t", { 1, 29871, 12, }, }, + { "\n", { 1, 29871, 13, }, }, + { "\t\n", { 1, 29871, 12, 13, }, }, + { "Hello world", { 1, 15043, 3186, }, }, + { " Hello world", { 1, 29871, 15043, 3186, }, }, + { "Hello World", { 1, 15043, 2787, }, }, + { " Hello World", { 1, 29871, 15043, 2787, }, }, + { " Hello World!", { 1, 29871, 15043, 2787, 29991, }, }, + { " this is 🦙.cpp", { 1, 29871, 445, 338, 29871, 243, 162, 169, 156, 29889, 8223, }, }, + { "w048 7tuijk dsdfhu", { 1, 281, 29900, 29946, 29947, 29871, 29955, 9161, 13535, 18031, 2176, 6905, }, }, + { "нещо на Български", { 1, 1538, 4851, 665, 1386, 29713, 1305, }, }, + { "កាន់តែពិសេសអាចខលចេញ", { 1, 29871, 31849, 31324, 31934, 228, 162, 142, 228, 161, + 146, 228, 162, 133, 228, 161, 153, 228, 161, 186, + 31708, 228, 162, 132, 31708, 228, 161, 165, 31324, 228, + 161, 136, 228, 161, 132, 228, 161, 158, 228, 161, + 136, 228, 162, 132, 228, 161, 140, }, }, + { "🚀 (normal) 😶‍🌫️ (multiple emojis concatenated) ✅ (only emoji that has its own token)", + { 1, 29871, 243, 162, 157, 131, 313, 8945, 29897, 29871, + 243, 162, 155, 185, 30722, 243, 162, 143, 174, 30598, + 313, 20787, 953, 3848, 275, 16125, 630, 29897, 29871, 31681, + 313, 6194, 953, 29877, 2397, 393, 756, 967, 1914, 5993, 29897, }, }, }; return _k_tests; }; From fe7508c408ccd8df3f58da7d78e2da478acb2bf7 Mon Sep 17 00:00:00 2001 From: goerch Date: Mon, 24 Jul 2023 13:21:24 +0200 Subject: [PATCH 15/25] Fix review remarks. --- llama.cpp | 3 --- llama.cpp.h | 1 + llama.h | 1 - 3 files changed, 1 insertion(+), 4 deletions(-) diff --git a/llama.cpp b/llama.cpp index e8522dbe82db7..a1a85e3963185 100644 --- a/llama.cpp +++ b/llama.cpp @@ -1866,9 +1866,6 @@ struct llama_tokenizer { while (offs < text.size()) { llama_sp_symbol sym; size_t len = utf8_len(text[offs]); - if (len == 0) { - len = utf8_len(text[offs]); - } sym.text = text.c_str() + offs; sym.n = len; offs += len; diff --git a/llama.cpp.h b/llama.cpp.h index 6e806bef2c247..0354c5892457b 100644 --- a/llama.cpp.h +++ b/llama.cpp.h @@ -4,6 +4,7 @@ #include "llama.h" #include +#include static std::string llama_token_to_str( const struct llama_context * ctx, diff --git a/llama.h b/llama.h index 8305432ef01e8..54a5e246c0c27 100644 --- a/llama.h +++ b/llama.h @@ -11,7 +11,6 @@ #include #include #include -#include #ifdef LLAMA_SHARED # if defined(_WIN32) && !defined(__MINGW32__) From 8253a534ebcb769f796302cf1c2b47ed334f7861 Mon Sep 17 00:00:00 2001 From: goerch Date: Mon, 24 Jul 2023 13:38:25 +0200 Subject: [PATCH 16/25] Fix test --- tests/test-tokenizer-1.cpp | 2 ++ 1 file changed, 2 insertions(+) diff --git a/tests/test-tokenizer-1.cpp b/tests/test-tokenizer-1.cpp index 836233f29d9d6..b7db2c877adb4 100644 --- a/tests/test-tokenizer-1.cpp +++ b/tests/test-tokenizer-1.cpp @@ -91,6 +91,7 @@ int main(int argc, char **argv) { std::string backward = llama_token_to_str(ctx, tokens[0]); fprintf(stderr, "%s : error: token %d is string %s but bpe returns token %d %s\n", __func__, i, llama_token_to_str(ctx, i).c_str(), tokens[0], backward.c_str()); + return 3; } } else { if (i <= 258) { @@ -99,6 +100,7 @@ int main(int argc, char **argv) { } else { fprintf(stderr, "%s : error: token %d is string %s but bpe returns tokens %s\n", __func__, i, llama_token_to_str(ctx, i).c_str(), unescape_whitespace(ctx, tokens.data(), n).c_str()); + return 3; } } } From e68580f9937ad2fd4a8c3e35940ca04670de7df4 Mon Sep 17 00:00:00 2001 From: goerch Date: Tue, 25 Jul 2023 17:49:24 +0200 Subject: [PATCH 17/25] Remove llama.cpp.h --- examples/common.h | 2 +- examples/quantize-stats/quantize-stats.cpp | 1 + llama.cpp | 37 +++++++++++++++++- llama.cpp.h | 45 ---------------------- llama.h | 20 ++++++++-- tests/test-tokenizer-0.cpp | 2 +- tests/test-tokenizer-1.cpp | 2 +- 7 files changed, 57 insertions(+), 52 deletions(-) delete mode 100644 llama.cpp.h diff --git a/examples/common.h b/examples/common.h index a9dd6933c6040..2fd5d38a87963 100644 --- a/examples/common.h +++ b/examples/common.h @@ -2,8 +2,8 @@ #pragma once +#define LLAMA_API_CPP // TODO: eliminate me #include "llama.h" -#include "llama.cpp.h" #include #include diff --git a/examples/quantize-stats/quantize-stats.cpp b/examples/quantize-stats/quantize-stats.cpp index 6aa06ec8fa115..a330b20df2963 100644 --- a/examples/quantize-stats/quantize-stats.cpp +++ b/examples/quantize-stats/quantize-stats.cpp @@ -1,6 +1,7 @@ #include "ggml.h" #include "build-info.h" +#define LLAMA_API_CPP // TODO: eliminate me #define LLAMA_API_INTERNAL #include "llama.h" diff --git a/llama.cpp b/llama.cpp index a1a85e3963185..f49bca4cfc72f 100644 --- a/llama.cpp +++ b/llama.cpp @@ -3694,7 +3694,6 @@ int llama_tokenize_bpe( return res.size(); } - int llama_n_vocab_from_model(const struct llama_model * model) { return model->vocab.id_to_token.size(); } @@ -3781,6 +3780,24 @@ int llama_token_to_str(const struct llama_context * ctx, llama_token token, char return llama_token_to_str_with_model(&ctx->model, token, str, length); } +std::string llama_token_to_str( + const struct llama_context * ctx, + llama_token token) { + std::string result; + int length = 8; + result.resize(length); + length = llama_token_to_str(ctx, token, (char *)result.data(), result.length()); + if (length < 0) { + result.resize(-length); + int check = llama_token_to_str(ctx, token, (char *)result.data(), result.length()); + assert(check == -length); + GGML_UNUSED(check); + } else { + result.resize(length); + } + return result; +} + int llama_token_to_str_bpe(const struct llama_context * ctx, llama_token token, char * str, int length) { if (0 <= token && token < llama_n_vocab_from_model(&ctx->model)) { std::string result = ctx->model.vocab.id_to_token[token].tok; @@ -3793,6 +3810,24 @@ int llama_token_to_str_bpe(const struct llama_context * ctx, llama_token token, return 0; } +std::string llama_token_to_str_bpe( + const struct llama_context * ctx, + llama_token token) { + std::string result; + int length = 8; + result.resize(length); + length = llama_token_to_str_bpe(ctx, token, (char*)result.data(), result.length()); + if (length < 0) { + result.resize(-length); + int check = llama_token_to_str_bpe(ctx, token, (char*)result.data(), result.length()); + assert(check == -length); + GGML_UNUSED(check); + } else { + result.resize(length); + } + return result; +} + llama_token llama_token_bos() { return 1; } diff --git a/llama.cpp.h b/llama.cpp.h deleted file mode 100644 index 0354c5892457b..0000000000000 --- a/llama.cpp.h +++ /dev/null @@ -1,45 +0,0 @@ -#ifndef LLAMA_CPP_H -#define LLAMA_CPP_H - -#include "llama.h" - -#include -#include - -static std::string llama_token_to_str( - const struct llama_context * ctx, - llama_token token) { - std::string result; - int length = 8; - result.resize(length); - length = llama_token_to_str(ctx, token, (char *)result.data(), result.length()); - if (length < 0) { - result.resize(-length); - int check = llama_token_to_str(ctx, token, (char *)result.data(), result.length()); - assert(check == -length); - GGML_UNUSED(check); - } else { - result.resize(length); - } - return result; -} - -static std::string llama_token_to_str_bpe( - const struct llama_context * ctx, - llama_token token) { - std::string result; - int length = 8; - result.resize(length); - length = llama_token_to_str_bpe(ctx, token, (char*)result.data(), result.length()); - if (length < 0) { - result.resize(-length); - int check = llama_token_to_str_bpe(ctx, token, (char*)result.data(), result.length()); - assert(check == -length); - GGML_UNUSED(check); - } else { - result.resize(length); - } - return result; -} - -#endif diff --git a/llama.h b/llama.h index 54a5e246c0c27..c5852a3b4a716 100644 --- a/llama.h +++ b/llama.h @@ -415,15 +415,29 @@ extern "C" { } #endif -// Internal API to be implemented by llama.cpp and used by tests/benchmarks only -#ifdef LLAMA_API_INTERNAL +// C++ API, will be moving to common.h soon (TM) +#ifdef LLAMA_API_CPP #include #include + +static std::string llama_token_to_str( + const struct llama_context * ctx, + llama_token token); + +static std::string llama_token_to_str_bpe( + const struct llama_context * ctx, + llama_token token); + +// Internal API to be implemented by llama.cpp and used by tests/benchmarks only +#ifdef LLAMA_API_INTERNAL + struct ggml_tensor; const std::vector>& llama_internal_get_tensor_map(struct llama_context * ctx); -#endif +#endif // LLAMA_API_CPP + +#endif // LLAMA_API_INTERNAL #endif // LLAMA_H diff --git a/tests/test-tokenizer-0.cpp b/tests/test-tokenizer-0.cpp index 9d7b5b348fffa..f8642996ab916 100644 --- a/tests/test-tokenizer-0.cpp +++ b/tests/test-tokenizer-0.cpp @@ -1,5 +1,5 @@ +#define LLAMA_API_CPP // TODO: eliminate me #include "llama.h" -#include "llama.cpp.h" #include #include diff --git a/tests/test-tokenizer-1.cpp b/tests/test-tokenizer-1.cpp index b7db2c877adb4..cde7a203bb513 100644 --- a/tests/test-tokenizer-1.cpp +++ b/tests/test-tokenizer-1.cpp @@ -1,5 +1,5 @@ +#define LLAMA_API_CPP // TODO: eliminate me #include "llama.h" -#include "llama.cpp.h" #include #include From b4a5461ff8e04f2a1b23d313762ec2934a254f31 Mon Sep 17 00:00:00 2001 From: goerch Date: Tue, 25 Jul 2023 18:14:38 +0200 Subject: [PATCH 18/25] Resolve merge conflict with grammar stuff. --- llama.cpp | 47 ++++++++++++++++++++++++----------------------- 1 file changed, 24 insertions(+), 23 deletions(-) diff --git a/llama.cpp b/llama.cpp index 06dc032827ce0..1be101ca2c67e 100644 --- a/llama.cpp +++ b/llama.cpp @@ -2624,6 +2624,25 @@ void llama_sample_frequency_and_presence_penalties(struct llama_context * ctx, l } } +// TODO: reorder functions? +std::string llama_token_to_str( + const struct llama_context * ctx, + llama_token token) { + std::string result; + int length = 8; + result.resize(length); + length = llama_token_to_str(ctx, token, (char *)result.data(), result.length()); + if (length < 0) { + result.resize(-length); + int check = llama_token_to_str(ctx, token, (char *)result.data(), result.length()); + assert(check == -length); + GGML_UNUSED(check); + } else { + result.resize(length); + } + return result; +} + void llama_sample_grammar(struct llama_context * ctx, llama_token_data_array * candidates, const struct llama_grammar * grammar) { assert(ctx); const int64_t t_start_sample_us = ggml_time_us(); @@ -2643,15 +2662,15 @@ void llama_sample_grammar(struct llama_context * ctx, llama_token_data_array * c for (size_t i = 0; i < candidates->size; ++i) { const llama_token id = candidates->data[i].id; - const char * str = llama_token_to_str(ctx, id); + std::string str = llama_token_to_str(ctx, id); if (id == eos) { if (!allow_eos) { candidates->data[i].logit = -INFINITY; } - } else if (*str == 0) { + } else if (str.empty()) { candidates->data[i].logit = -INFINITY; } else { - candidates_decoded.push_back(decode_utf8(str)); + candidates_decoded.push_back(decode_utf8(str.c_str())); candidates_grammar.push_back({ i, candidates_decoded.back().data() }); } } @@ -2852,9 +2871,9 @@ void llama_grammar_accept_token(struct llama_context * ctx, struct llama_grammar LLAMA_ASSERT(false); } - const char * str = llama_token_to_str(ctx, token); + std::string str = llama_token_to_str(ctx, token); // Note terminating 0 in decoded string - auto code_points = decode_utf8(str); + auto code_points = decode_utf8(str.c_str()); for (auto it = code_points.begin(), end = code_points.end() - 1; it != end; ++it) { grammar->stacks = llama_grammar_accept(grammar->rules, grammar->stacks, *it); } @@ -4182,24 +4201,6 @@ int llama_token_to_str(const struct llama_context * ctx, llama_token token, char return llama_token_to_str_with_model(&ctx->model, token, str, length); } -std::string llama_token_to_str( - const struct llama_context * ctx, - llama_token token) { - std::string result; - int length = 8; - result.resize(length); - length = llama_token_to_str(ctx, token, (char *)result.data(), result.length()); - if (length < 0) { - result.resize(-length); - int check = llama_token_to_str(ctx, token, (char *)result.data(), result.length()); - assert(check == -length); - GGML_UNUSED(check); - } else { - result.resize(length); - } - return result; -} - int llama_token_to_str_bpe(const struct llama_context * ctx, llama_token token, char * str, int length) { if (0 <= token && token < llama_n_vocab_from_model(&ctx->model)) { std::string result = ctx->model.vocab.id_to_token[token].tok; From de41d5ecd8b85aad1df25510d6be279990763d44 Mon Sep 17 00:00:00 2001 From: goerch Date: Wed, 26 Jul 2023 08:30:25 +0200 Subject: [PATCH 19/25] Fix static declarations --- llama.cpp | 2 +- llama.h | 4 ++-- 2 files changed, 3 insertions(+), 3 deletions(-) diff --git a/llama.cpp b/llama.cpp index 1be101ca2c67e..27f1478eacd47 100644 --- a/llama.cpp +++ b/llama.cpp @@ -4205,7 +4205,7 @@ int llama_token_to_str_bpe(const struct llama_context * ctx, llama_token token, if (0 <= token && token < llama_n_vocab_from_model(&ctx->model)) { std::string result = ctx->model.vocab.id_to_token[token].tok; if (result.length() > length) { - return -result.length(); + return - result.length(); } strcpy(str, result.c_str()); return result.length(); diff --git a/llama.h b/llama.h index 2f2ea037a6035..435ce7ba7ea13 100644 --- a/llama.h +++ b/llama.h @@ -476,11 +476,11 @@ extern "C" { #include #include -static std::string llama_token_to_str( +std::string llama_token_to_str( const struct llama_context * ctx, llama_token token); -static std::string llama_token_to_str_bpe( +std::string llama_token_to_str_bpe( const struct llama_context * ctx, llama_token token); From 30a0e4ccba359ce1b68446495ba786283277b5be Mon Sep 17 00:00:00 2001 From: goerch Date: Sun, 6 Aug 2023 05:55:14 +0200 Subject: [PATCH 20/25] Fixing function ordering issue --- llama.cpp | 38 +++++++++++++++++++------------------- 1 file changed, 19 insertions(+), 19 deletions(-) diff --git a/llama.cpp b/llama.cpp index 27f1478eacd47..c5ca25dfcf6c0 100644 --- a/llama.cpp +++ b/llama.cpp @@ -7,6 +7,7 @@ #endif #include "llama-util.h" +#define LLAMA_API_CPP // TODO: eliminate me #include "llama.h" #include "ggml.h" @@ -2624,25 +2625,6 @@ void llama_sample_frequency_and_presence_penalties(struct llama_context * ctx, l } } -// TODO: reorder functions? -std::string llama_token_to_str( - const struct llama_context * ctx, - llama_token token) { - std::string result; - int length = 8; - result.resize(length); - length = llama_token_to_str(ctx, token, (char *)result.data(), result.length()); - if (length < 0) { - result.resize(-length); - int check = llama_token_to_str(ctx, token, (char *)result.data(), result.length()); - assert(check == -length); - GGML_UNUSED(check); - } else { - result.resize(length); - } - return result; -} - void llama_sample_grammar(struct llama_context * ctx, llama_token_data_array * candidates, const struct llama_grammar * grammar) { assert(ctx); const int64_t t_start_sample_us = ggml_time_us(); @@ -4201,6 +4183,24 @@ int llama_token_to_str(const struct llama_context * ctx, llama_token token, char return llama_token_to_str_with_model(&ctx->model, token, str, length); } +std::string llama_token_to_str( + const struct llama_context * ctx, + llama_token token) { + std::string result; + int length = 8; + result.resize(length); + length = llama_token_to_str(ctx, token, (char *)result.data(), result.length()); + if (length < 0) { + result.resize(-length); + int check = llama_token_to_str(ctx, token, (char *)result.data(), result.length()); + assert(check == -length); + GGML_UNUSED(check); + } else { + result.resize(length); + } + return result; +} + int llama_token_to_str_bpe(const struct llama_context * ctx, llama_token token, char * str, int length) { if (0 <= token && token < llama_n_vocab_from_model(&ctx->model)) { std::string result = ctx->model.vocab.id_to_token[token].tok; From 1b5442923ac017ee63cd405ffcedc6af1df1aaa0 Mon Sep 17 00:00:00 2001 From: goerch Date: Sun, 6 Aug 2023 07:47:55 +0200 Subject: [PATCH 21/25] Fix tokenizer regression in convert.py and improve CPP interface for llama_tokenize --- convert.py | 1 + examples/common.cpp | 11 ------ examples/common.h | 6 --- examples/save-load-state/save-load-state.cpp | 5 +-- .../train-text-from-scratch.cpp | 9 ++--- llama.cpp | 38 ++++++++++++++++++- llama.h | 14 +++++++ tests/test-tokenizer-0.cpp | 10 ++--- tests/test-tokenizer-1.cpp | 18 ++++----- 9 files changed, 69 insertions(+), 43 deletions(-) diff --git a/convert.py b/convert.py index dbd9366b93127..d4750df9f6261 100755 --- a/convert.py +++ b/convert.py @@ -276,6 +276,7 @@ def sentencepiece_tokens(self) -> Iterable[Tuple[bytes, float]]: piece = tokenizer.id_to_piece(i) text: bytes = piece.encode("utf-8") score: float = tokenizer.get_score(i) + yield text, score def added_tokens(self) -> Iterable[Tuple[bytes, float]]: for text in self.added_tokens_list: diff --git a/examples/common.cpp b/examples/common.cpp index 9f1c0d904e9b4..d2fa68ad9a623 100644 --- a/examples/common.cpp +++ b/examples/common.cpp @@ -608,17 +608,6 @@ std::string gpt_random_prompt(std::mt19937 & rng) { return "The"; } -// TODO: not great allocating this every time -std::vector llama_tokenize(struct llama_context * ctx, const std::string & text, bool add_bos) { - // initialize to prompt numer of chars, since n_tokens <= n_prompt_chars - std::vector res(text.size() + (int) add_bos + 1); - const int n = llama_tokenize(ctx, text.c_str(), res.data(), res.size(), add_bos); - assert(n >= 0); - res.resize(n); - - return res; -} - struct llama_context_params llama_context_params_from_gpt_params(const gpt_params & params) { auto lparams = llama_context_default_params(); diff --git a/examples/common.h b/examples/common.h index 75f622c7717c0..cea1fee022005 100644 --- a/examples/common.h +++ b/examples/common.h @@ -102,12 +102,6 @@ void gpt_print_usage(int argc, char ** argv, const gpt_params & params); std::string gpt_random_prompt(std::mt19937 & rng); -// -// Vocab utils -// - -std::vector llama_tokenize(struct llama_context * ctx, const std::string & text, bool add_bos); - // // Model utils // diff --git a/examples/save-load-state/save-load-state.cpp b/examples/save-load-state/save-load-state.cpp index d09c27dae2f3f..3db61b7541171 100644 --- a/examples/save-load-state/save-load-state.cpp +++ b/examples/save-load-state/save-load-state.cpp @@ -44,9 +44,8 @@ int main(int argc, char ** argv) { llama_free_model(model); return 1; } - auto tokens = std::vector(params.n_ctx); - auto n_prompt_tokens = llama_tokenize(ctx, params.prompt.c_str(), tokens.data(), int(tokens.size()), true); - + auto tokens = llama_tokenize(ctx, params.prompt.c_str(), true); + auto n_prompt_tokens = tokens.size(); if (n_prompt_tokens < 1) { fprintf(stderr, "%s : failed to tokenize prompt\n", __func__); llama_free(ctx); diff --git a/examples/train-text-from-scratch/train-text-from-scratch.cpp b/examples/train-text-from-scratch/train-text-from-scratch.cpp index 6e25265d75d4b..d446c6ea5cfb2 100644 --- a/examples/train-text-from-scratch/train-text-from-scratch.cpp +++ b/examples/train-text-from-scratch/train-text-from-scratch.cpp @@ -2189,11 +2189,10 @@ int tokenize_file(struct llama_context * lctx, const char * filename, std::vecto f.read_raw(buf.data(), f.size); buf[f.size] = '\0'; - out.resize(buf.size()); - - int n_tokens = llama_tokenize(lctx, buf.data(), out.data(), buf.size(), false); - if (n_tokens >= 0) { - out.resize(n_tokens); + int n_tokens = llama_tokenize(lctx, buf.data(), out.data(), out.size(), false); + if (n_tokens < 0) { + out.resize(-n_tokens); + llama_tokenize(lctx, buf.data(), out.data(), out.size(), false); } bool verify = false; diff --git a/llama.cpp b/llama.cpp index c5ca25dfcf6c0..53f73f6b8003c 100644 --- a/llama.cpp +++ b/llama.cpp @@ -4057,7 +4057,6 @@ int llama_tokenize_with_model( auto res = llama_tokenize(model->vocab, text, add_bos, true); if (n_max_tokens < (int) res.size()) { - fprintf(stderr, "%s: too many tokens\n", __func__); return -((int) res.size()); } @@ -4077,6 +4076,24 @@ int llama_tokenize( return llama_tokenize_with_model(&ctx->model, text, tokens, n_max_tokens, add_bos); } +std::vector llama_tokenize( + struct llama_context * ctx, + const std::string & text, + bool add_bos) { + int length = text.length() + add_bos; + std::vector result(length); + length = llama_tokenize(ctx, text.c_str(), result.data(), result.size(), add_bos); + if (length < 0) { + result.resize(-length); + int check = llama_tokenize(ctx, text.c_str(), result.data(), result.size(), add_bos); + assert(check == -length); + GGML_UNUSED(check); + } else { + result.resize(length); + } + return result; +} + int llama_tokenize_bpe( struct llama_context * ctx, const char * text, @@ -4086,7 +4103,6 @@ int llama_tokenize_bpe( auto res = llama_tokenize(ctx->model.vocab, text, add_bos, false); if (n_max_tokens < (int) res.size()) { - fprintf(stderr, "%s: too many tokens\n", __func__); return -((int) res.size()); } @@ -4097,6 +4113,24 @@ int llama_tokenize_bpe( return res.size(); } +std::vector llama_tokenize_bpe( + struct llama_context * ctx, + const std::string & text, + bool add_bos) { + int length = text.length() + add_bos; + std::vector result(length); + length = llama_tokenize_bpe(ctx, text.c_str(), result.data(), result.size(), add_bos); + if (length < 0) { + result.resize(-length); + int check = llama_tokenize_bpe(ctx, text.c_str(), result.data(), result.size(), add_bos); + assert(check == -length); + GGML_UNUSED(check); + } else { + result.resize(length); + } + return result; +} + int llama_n_vocab_from_model(const struct llama_model * model) { return model->vocab.id_to_token.size(); } diff --git a/llama.h b/llama.h index 435ce7ba7ea13..b67867ae3b81c 100644 --- a/llama.h +++ b/llama.h @@ -476,6 +476,20 @@ extern "C" { #include #include +// +// Vocab utils +// + +std::vector llama_tokenize( + struct llama_context * ctx, + const std::string & text, + bool add_bos); + +std::vector llama_tokenize_bpe( + struct llama_context * ctx, + const std::string & text, + bool add_bos); + std::string llama_token_to_str( const struct llama_context * ctx, llama_token token); diff --git a/tests/test-tokenizer-0.cpp b/tests/test-tokenizer-0.cpp index f8642996ab916..a523c320c2aeb 100644 --- a/tests/test-tokenizer-0.cpp +++ b/tests/test-tokenizer-0.cpp @@ -6,9 +6,9 @@ #include #include -static std::string unescape_whitespace(llama_context* ctx, const llama_token* tokens, int count) { +static std::string unescape_whitespace(llama_context* ctx, const std::vector& tokens) { std::string result; - for (int i = 0; i < count; ++i) { + for (int i = 0; i < tokens.size(); ++i) { result += llama_token_to_str(ctx, tokens[i]); } return result; @@ -90,11 +90,9 @@ int main(int argc, char **argv) { } for (const auto & test_kv : k_tests()) { - std::vector res(test_kv.first.size() + 2); - const int n = llama_tokenize(ctx, test_kv.first.c_str(), res.data(), int(res.size()), true); + std::vector res = llama_tokenize(ctx, test_kv.first.c_str(), true); fprintf(stderr, "%s : '%s' tokenized to '%s'\n", - __func__, test_kv.first.c_str(), unescape_whitespace(ctx, res.data(), n).c_str()); - res.resize(n); + __func__, test_kv.first.c_str(), unescape_whitespace(ctx, res).c_str()); bool correct = res.size() == test_kv.second.size(); diff --git a/tests/test-tokenizer-1.cpp b/tests/test-tokenizer-1.cpp index cde7a203bb513..3803dad8d65b3 100644 --- a/tests/test-tokenizer-1.cpp +++ b/tests/test-tokenizer-1.cpp @@ -28,9 +28,9 @@ static std::string escape_whitespace(const std::string& text) { return result; } -static std::string unescape_whitespace(llama_context* ctx, const llama_token* tokens, int count) { +static std::string unescape_whitespace(llama_context* ctx, const std::vector& tokens) { std::string result; - for (int i = 0; i < count; ++i) { + for (int i = 0; i < tokens.size(); ++i) { result += llama_token_to_str(ctx, tokens[i]); } return result; @@ -84,9 +84,8 @@ int main(int argc, char **argv) { for (int i = 0; i < n_vocab; ++i) { std::string forward = llama_token_to_str_bpe(ctx, i); - std::vector tokens(forward.length()); - int n = llama_tokenize_bpe(ctx, forward.c_str(), tokens.data(), forward.length(), false); - if (n == 1) { + std::vector tokens = llama_tokenize_bpe(ctx, forward, false); + if (tokens.size() == 1) { if (i != tokens[0]) { std::string backward = llama_token_to_str(ctx, tokens[0]); fprintf(stderr, "%s : error: token %d is string %s but bpe returns token %d %s\n", @@ -96,10 +95,10 @@ int main(int argc, char **argv) { } else { if (i <= 258) { fprintf(stderr, "%s : info: token %d is string %s and bpe returns tokens %s\n", - __func__, i, llama_token_to_str(ctx, i).c_str(), unescape_whitespace(ctx, tokens.data(), n).c_str()); + __func__, i, llama_token_to_str(ctx, i).c_str(), unescape_whitespace(ctx, tokens).c_str()); } else { fprintf(stderr, "%s : error: token %d is string %s but bpe returns tokens %s\n", - __func__, i, llama_token_to_str(ctx, i).c_str(), unescape_whitespace(ctx, tokens.data(), n).c_str()); + __func__, i, llama_token_to_str(ctx, i).c_str(), unescape_whitespace(ctx, tokens).c_str()); return 3; } } @@ -109,9 +108,8 @@ int main(int argc, char **argv) { for (wchar_t ch = 0x0000; ch < 0xffff; ++ch) { std::wstring wstr(1, ch); std::string str = converter.to_bytes(wstr); - std::vector tokens(str.length() + 1); - auto n = llama_tokenize(ctx, escape_whitespace(str).c_str(), tokens.data(), str.length() + 1, false); - if (n == 1) { + std::vector tokens = llama_tokenize(ctx, escape_whitespace(str).c_str(), false); + if (tokens.size() == 1) { fprintf(stderr, "%s : info: %s tokenized to %d \n", __func__, str.c_str(), tokens[0]); } From 19e950f0514a8f9663f3cf1d712ce0f682c70d39 Mon Sep 17 00:00:00 2001 From: goerch Date: Sun, 6 Aug 2023 13:24:05 +0200 Subject: [PATCH 22/25] Adding support for Aquila (GPT2?) tokenizer. --- convert.py | 11 ++- llama.cpp | 93 +++++++++++++----- models/ggml-vocab-aquila.bin | Bin 0 -> 1963875 bytes .../{ggml-vocab.bin => ggml-vocab-llama.bin} | Bin tests/CMakeLists.txt | 36 +++++-- tests/test-tokenizer-1.cpp | 18 ++-- 6 files changed, 110 insertions(+), 48 deletions(-) create mode 100644 models/ggml-vocab-aquila.bin rename models/{ggml-vocab.bin => ggml-vocab-llama.bin} (100%) diff --git a/convert.py b/convert.py index d4750df9f6261..ba1522990da4c 100755 --- a/convert.py +++ b/convert.py @@ -237,12 +237,12 @@ class SentencePieceVocab: def __init__(self, fname_tokenizer: Path, fname_added_tokens: Optional[Path], vocabtype: Optional[str]) -> None: self.vocabtype = vocabtype if self.vocabtype == "bpe": - self.sentencepiece_tokenizer = json.loads(open(str(fname_tokenizer)).read()) + self.sentencepiece_tokenizer = json.loads(open(str(fname_tokenizer), encoding="utf-8").read()) else: - self.sentencepiece_tokenizer = SentencePieceProcessor(str(fname_tokenizer)) + self.sentencepiece_tokenizer = SentencePieceProcessor(str(fname_tokenizer)) added_tokens: Dict[str, int] if fname_added_tokens is not None: - added_tokens = json.load(open(fname_added_tokens)) + added_tokens = json.load(open(fname_added_tokens, encoding="utf-8")) else: added_tokens = {} if self.vocabtype == "bpe": @@ -267,8 +267,9 @@ def sentencepiece_tokens(self) -> Iterable[Tuple[bytes, float]]: byte_encoder = tokenization_gpt2.bytes_to_unicode() byte_decoder = {v: k for k, v in byte_encoder.items()} for i, item in enumerate(tokenizer): - text: bytes - text = b''.join([x.to_bytes(1, byteorder='big') for x in [byte_decoder[y] for y in item]]) + # text: bytes + # text = b''.join([x.to_bytes(1, byteorder='big') for x in [byte_decoder[y] for y in item]]) + text: bytes = item.encode("utf-8") score: float = -i yield text, score else: diff --git a/llama.cpp b/llama.cpp index 53f73f6b8003c..797bbd76017ba 100644 --- a/llama.cpp +++ b/llama.cpp @@ -539,7 +539,7 @@ struct llama_file_loader { float score = 0.0f; file.read_raw(&score, sizeof(score)); - assert(vocab.token_to_id.find(word) == vocab.token_to_id.end()); + GGML_ASSERT(vocab.token_to_id.find(word) == vocab.token_to_id.end()); vocab.token_to_id[word] = i; auto & tok_score = vocab.id_to_token[i]; @@ -1832,36 +1832,77 @@ static bool llama_eval_internal( // tokenizer // -bool llama_is_normal_token(llama_token token) { - return token >= 259; +static std::string llama_vocab_type(const llama_vocab& vocab) { + return vocab.token_to_id.size() == 32000 ? "spm": "bpe"; } -bool llama_is_unknown_token(llama_token token) { - return token == 0; +static bool llama_is_normal_token(const llama_vocab& vocab, llama_token token) { + if(llama_vocab_type(vocab) == "spm") + return token >= 259; + else if(llama_vocab_type(vocab) == "bpe") + return token >= 95; + else + return false; } -bool llama_is_control_token(llama_token token) { - return token == 1 || token == 2; +static bool llama_is_unknown_token(const llama_vocab& vocab, llama_token token) { + if(llama_vocab_type(vocab) == "spm") + return token == 0; + else + // TODO: improve? + return false; } -bool llama_is_bos_token(llama_token token) { - return token == 1; +static bool llama_is_control_token(const llama_vocab& vocab, llama_token token) { + if(llama_vocab_type(vocab) == "spm") + return token == 1 || token == 2; + else + // TODO: improve? + return false; } -bool llama_is_eos_token(llama_token token) { - return token == 2; +static bool llama_is_bos_token(const llama_vocab& vocab, llama_token token) { + if(llama_vocab_type(vocab) == "spm") + return token == 1; + else + // TODO: improve? + return false; +} + +static bool llama_is_eos_token(const llama_vocab& vocab, llama_token token) { + if(llama_vocab_type(vocab) == "spm") + return token == 2; + else + // TODO: improve? + return false; } -bool llama_is_user_defined_token(llama_token token) { +static bool llama_is_user_defined_token(const llama_vocab& vocab, llama_token token) { + // TODO: improve? return false; } -bool llama_is_unused_token(llama_token token) { +static bool llama_is_unused_token(const llama_vocab& vocab, llama_token token) { + // TODO: improve? return false; } -bool llama_is_byte_token(llama_token token) { - return 3 <= token && token < 259; +static bool llama_is_byte_token(const llama_vocab& vocab, llama_token token) { + if(llama_vocab_type(vocab) == "spm") + return 3 <= token && token < 259; + else if(llama_vocab_type(vocab) == "bpe") + return 1 <= token && token < 95; + else + return false; +} + +static uint8_t llama_byte_to_char(const llama_vocab& vocab, uint8_t byte) { + if(llama_vocab_type(vocab) == "spm") + return byte + 3; + else if(llama_vocab_type(vocab) == "bpe") + return byte + 32; + else + return false; } static std::string llama_escape_whitespace(const std::string& text) { @@ -1932,6 +1973,7 @@ struct llama_tokenizer { while (offs < text.size()) { llama_sp_symbol sym; size_t len = utf8_len(text[offs]); + GGML_ASSERT(offs + len <= text.size()); sym.text = text.c_str() + offs; sym.n = len; offs += len; @@ -1999,7 +2041,7 @@ struct llama_tokenizer { if (p == rev_merge.end()) { // output any symbols that did not form tokens as bytes. for (int j = 0; j < (int)symbol.n; ++j) { - llama_vocab::id token_id = static_cast(symbol.text[j]) + 3; + llama_vocab::id token_id = llama_byte_to_char(vocab_, symbol.text[j]); output.push_back(token_id); } return; @@ -4054,7 +4096,7 @@ int llama_tokenize_with_model( llama_token * tokens, int n_max_tokens, bool add_bos) { - auto res = llama_tokenize(model->vocab, text, add_bos, true); + auto res = llama_tokenize(model->vocab, text, add_bos, llama_vocab_type(model->vocab) == "spm"); if (n_max_tokens < (int) res.size()) { return -((int) res.size()); @@ -4186,29 +4228,32 @@ float * llama_get_embeddings(struct llama_context * ctx) { int llama_token_to_str_with_model(const struct llama_model * model, llama_token token, char * str, int length) { if (0 <= token && token < llama_n_vocab_from_model(model)) { - if (llama_is_normal_token(token)) { - std::string result = llama_unescape_whitespace(model->vocab.id_to_token[token].tok); + if (llama_is_normal_token(model->vocab, token)) { + std::string result = model->vocab.id_to_token[token].tok; + if(llama_vocab_type(model->vocab) == "spm") { + result = llama_unescape_whitespace(result); + } if(result.length() > length) { return - result.length(); } strcpy(str, result.c_str()); return result.length(); - } else if (llama_is_unknown_token(token)) { + } else if (llama_is_unknown_token(model->vocab, token)) { if(3 > length) { return -3; } strcpy(str, "\xe2\x96\x85"); return 3; - } else if (llama_is_control_token(token)) { + } else if (llama_is_control_token(model->vocab, token)) { ; - } else if (llama_is_byte_token(token)) { + } else if (llama_is_byte_token(model->vocab, token)) { if(1 > length) { return -1; } - str[0] = token - 3; + str[0] = llama_byte_to_char(model->vocab, token); str[1] = 0x00; return 1; - } + } } return 0; } diff --git a/models/ggml-vocab-aquila.bin b/models/ggml-vocab-aquila.bin new file mode 100644 index 0000000000000000000000000000000000000000..e06b39b5a31c1ced47e4891fc892bc956e97bcb5 GIT binary patch literal 1963875 zcmc${d7Pa^mH2%G1X0m;$NkD4WVwW}gFNgY+ZDnh>%HmjBn_SPolZhPWaa_fN1b*V zmvMVY(n}yDHwh#_2zl(>cA3$cc3)?_qmDW{YLDBD>%8By)DwJv^T+S~>kS{0Q%_Z$ zI(6#QsZ*y;)m?eZk|j?Ok*T-n-~MM0uYks>t%UM*5L;3yCpaI{Fn zfMZ0O1{^EWHlR*h1{^2yHUs91j2Upe$cGGA02v0HKwk|wQKVzQNg|IJa55AcaEi!h 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