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https://github.com/ggml-org/llama.cpp.git
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server: improve user message detection and create checkpoints at every user message (#24176)
* server : improve message span logic * cont : cast size_t to int32_t in comparisons * server : create checkpoints before every user msg * chat : remove \n in gemma4 delimiters * chat : merge msg delimiter structs into one * cont : reword comment * cont : initialize tokens in delimiter * cont : add server_tokens::get_raw_tokens() for mtmd * cont : move message finding to server_tokens and skip mtmd tokens * cont : update cohere2moe parser * cont : increase min-step to 8192 and always produce a chkpt for last user message
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+99
-24
@@ -1562,37 +1562,112 @@ static void test_msgs_oaicompat_json_conversion() {
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}
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}
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static void test_split_by_role() {
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static void test_msg_token_delimiters_split() {
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LOG_DBG("%s\n", __func__);
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// Delimiters that share a leading token, distinguished by the second token,
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// to exercise the per-position token matching.
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const common_chat_msg_delimiters delims = {
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{ { COMMON_CHAT_ROLE_USER, "", { 10, 11 } },
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{ COMMON_CHAT_ROLE_ASSISTANT, "", { 10, 12 } } }
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};
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// Empty inputs
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assert_equals<size_t>(0, common_chat_split_by_role("", {}).size());
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assert_equals<size_t>(0, common_chat_split_by_role("hello", {}).size());
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assert_equals<size_t>(0, common_chat_split_by_role("", { { "user", "<|user|>" } }).size());
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assert_equals<size_t>(0, common_chat_msg_delimiters{}.split({}).spans.size());
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assert_equals<size_t>(0, common_chat_msg_delimiters{}.split({ 10, 11 }).spans.size());
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assert_equals<size_t>(0, delims.split({}).spans.size());
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// Multi-role conversation, no leading/trailing content
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// No delimiters match -> no spans
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assert_equals<size_t>(0, delims.split({ 100, 101, 102 }).spans.size());
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// Multi-role conversation: <user>Hi<assistant>Hello<user>Bye
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{
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const std::string prompt = "<|user|>Hi<|assistant|>Hello<|user|>Bye";
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const auto splits = common_chat_split_by_role(prompt, {
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{ "user", "<|user|>" },
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{ "assistant", "<|assistant|>" },
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});
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assert_equals<size_t>(3, splits.size());
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const llama_tokens tokens = {
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10, 11, // <user>
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100, 101, // Hi
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10, 12, // <assistant>
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200, 201, 202, // Hello
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10, 11, // <user>
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300, 301, // Bye
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};
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assert_equals<std::string>("user", splits[0].role);
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assert_equals<size_t>(0, splits[0].pos);
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assert_equals<size_t>(10, splits[0].len);
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assert_equals<std::string>("<|user|>Hi", prompt.substr(splits[0].pos, splits[0].len));
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const auto result = delims.split(tokens);
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const auto & spans = result.spans;
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assert_equals<size_t>(3, spans.size());
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assert_equals<std::string>("assistant", splits[1].role);
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assert_equals<size_t>(10, splits[1].pos);
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assert_equals<size_t>(18, splits[1].len);
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assert_equals<std::string>("<|assistant|>Hello", prompt.substr(splits[1].pos, splits[1].len));
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assert_equals(COMMON_CHAT_ROLE_USER, spans[0].role);
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assert_equals<size_t>(0, spans[0].pos);
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assert_equals<size_t>(4, spans[0].len);
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assert_equals<std::string>("user", splits[2].role);
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assert_equals<size_t>(28, splits[2].pos);
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assert_equals<size_t>(11, splits[2].len);
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assert_equals<std::string>("<|user|>Bye", prompt.substr(splits[2].pos, splits[2].len));
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assert_equals(COMMON_CHAT_ROLE_ASSISTANT, spans[1].role);
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assert_equals<size_t>(4, spans[1].pos);
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assert_equals<size_t>(5, spans[1].len);
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assert_equals(COMMON_CHAT_ROLE_USER, spans[2].role);
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assert_equals<size_t>(9, spans[2].pos);
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assert_equals<size_t>(4, spans[2].len);
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// is_user_start() is true at the token position where a user span begins
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assert_equals(true, result.is_user_start(0));
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assert_equals(false, result.is_user_start(4)); // assistant span
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assert_equals(true, result.is_user_start(9));
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}
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// Content before the first delimiter is not captured as a span
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{
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const llama_tokens tokens = {
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500, 501, // leading content (dropped)
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10, 11, // <user>
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100, // Hi
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};
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const auto spans = delims.split(tokens).spans;
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assert_equals<size_t>(1, spans.size());
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assert_equals(COMMON_CHAT_ROLE_USER, spans[0].role);
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assert_equals<size_t>(2, spans[0].pos);
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assert_equals<size_t>(3, spans[0].len);
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}
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// Skipped regions (media chunks) are jumped over but still count as span content
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{
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const llama_tokens tokens = {
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10, 11, // <user>
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LLAMA_TOKEN_NULL, // media chunk (3 tokens)
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LLAMA_TOKEN_NULL,
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LLAMA_TOKEN_NULL,
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100, // Hi
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10, 12, // <assistant>
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};
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const std::map<size_t, size_t> skips = { { 2, 3 } };
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const auto spans = delims.split(tokens, skips).spans;
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assert_equals<size_t>(2, spans.size());
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assert_equals(COMMON_CHAT_ROLE_USER, spans[0].role);
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assert_equals<size_t>(0, spans[0].pos);
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assert_equals<size_t>(6, spans[0].len);
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assert_equals(COMMON_CHAT_ROLE_ASSISTANT, spans[1].role);
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assert_equals<size_t>(6, spans[1].pos);
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assert_equals<size_t>(2, spans[1].len);
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}
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// A delimiter sequence inside a skipped region is not matched
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{
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const llama_tokens tokens = {
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10, 11, // <user>
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10, 12, // skipped region that happens to contain delimiter tokens
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100, // Hi
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};
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const std::map<size_t, size_t> skips = { { 2, 2 } };
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const auto spans = delims.split(tokens, skips).spans;
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assert_equals<size_t>(1, spans.size());
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assert_equals(COMMON_CHAT_ROLE_USER, spans[0].role);
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assert_equals<size_t>(0, spans[0].pos);
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assert_equals<size_t>(5, spans[0].len);
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}
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}
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@@ -5857,7 +5932,7 @@ int main(int argc, char ** argv) {
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{
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test_msg_diffs_compute();
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test_msgs_oaicompat_json_conversion();
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test_split_by_role();
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test_msg_token_delimiters_split();
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test_tools_oaicompat_json_conversion();
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test_convert_responses_to_chatcmpl();
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test_developer_role_to_system_workaround();
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