Reverted to a simple solution withing server only.
This commit is contained in:
parent
fc050381ef
commit
ec6212ee64
9 changed files with 27 additions and 52 deletions
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@ -1559,14 +1559,12 @@ std::string common_detokenize(llama_context * ctx, const std::vector<llama_token
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bool common_chat_verify_template(const std::string & tmpl) {
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bool common_chat_verify_template(const std::string & tmpl) {
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llama_chat_message chat[] = {{"user", "test"}};
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llama_chat_message chat[] = {{"user", "test"}};
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int res = llama_chat_apply_template(nullptr, tmpl.c_str(), nullptr, nullptr, chat, 1, true, nullptr, 0);
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int res = llama_chat_apply_template(nullptr, tmpl.c_str(), chat, 1, true, nullptr, 0);
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return res >= 0;
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return res >= 0;
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}
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}
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std::string common_chat_apply_template(const struct llama_model * model,
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std::string common_chat_apply_template(const struct llama_model * model,
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const std::string & tmpl,
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const std::string & tmpl,
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const std::string & prefix,
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const std::string & suffix,
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const std::vector<common_chat_msg> & msgs,
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const std::vector<common_chat_msg> & msgs,
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bool add_ass) {
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bool add_ass) {
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int alloc_size = 0;
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int alloc_size = 0;
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@ -1578,12 +1576,10 @@ std::string common_chat_apply_template(const struct llama_model * model,
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}
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}
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const char * ptr_tmpl = tmpl.empty() ? nullptr : tmpl.c_str();
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const char * ptr_tmpl = tmpl.empty() ? nullptr : tmpl.c_str();
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const char * ptr_prefix = prefix.empty() ? nullptr : prefix.c_str();
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const char * ptr_suffix = suffix.empty() ? nullptr : suffix.c_str();
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std::vector<char> buf(alloc_size);
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std::vector<char> buf(alloc_size);
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// run the first time to get the total output length
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// run the first time to get the total output length
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int32_t res = llama_chat_apply_template(model, ptr_tmpl, ptr_prefix, ptr_suffix, chat.data(), chat.size(), add_ass, buf.data(), buf.size());
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int32_t res = llama_chat_apply_template(model, ptr_tmpl, chat.data(), chat.size(), add_ass, buf.data(), buf.size());
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// error: chat template is not supported
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// error: chat template is not supported
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if (res < 0) {
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if (res < 0) {
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@ -1593,7 +1589,7 @@ std::string common_chat_apply_template(const struct llama_model * model,
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throw std::runtime_error("this custom template is not supported");
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throw std::runtime_error("this custom template is not supported");
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} else {
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} else {
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// If the built-in template is not supported, we default to chatml
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// If the built-in template is not supported, we default to chatml
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res = llama_chat_apply_template(nullptr, "chatml", nullptr, nullptr, chat.data(), chat.size(), add_ass, buf.data(), buf.size());
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res = llama_chat_apply_template(nullptr, "chatml", chat.data(), chat.size(), add_ass, buf.data(), buf.size());
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fallback = true;
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fallback = true;
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}
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}
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}
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}
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@ -1604,8 +1600,6 @@ std::string common_chat_apply_template(const struct llama_model * model,
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res = llama_chat_apply_template(
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res = llama_chat_apply_template(
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fallback ? nullptr : model,
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fallback ? nullptr : model,
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fallback ? "chatml" : ptr_tmpl,
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fallback ? "chatml" : ptr_tmpl,
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fallback ? nullptr : ptr_prefix,
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fallback ? nullptr : ptr_suffix,
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chat.data(), chat.size(), add_ass, buf.data(), buf.size());
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chat.data(), chat.size(), add_ass, buf.data(), buf.size());
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}
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}
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@ -1619,9 +1613,7 @@ std::string common_chat_format_single(const struct llama_model * model,
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const common_chat_msg & new_msg,
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const common_chat_msg & new_msg,
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bool add_ass) {
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bool add_ass) {
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std::ostringstream ss;
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std::ostringstream ss;
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const std::string prefix;
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auto fmt_past_msg = past_msg.empty() ? "" : common_chat_apply_template(model, tmpl, past_msg, false);
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const std::string suffix;
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auto fmt_past_msg = past_msg.empty() ? "" : common_chat_apply_template(model, tmpl, prefix, suffix, past_msg, false);
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std::vector<common_chat_msg> chat_new(past_msg);
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std::vector<common_chat_msg> chat_new(past_msg);
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// if the past_msg ends with a newline, we must preserve it in the formatted version
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// if the past_msg ends with a newline, we must preserve it in the formatted version
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if (add_ass && !fmt_past_msg.empty() && fmt_past_msg.back() == '\n') {
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if (add_ass && !fmt_past_msg.empty() && fmt_past_msg.back() == '\n') {
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@ -1629,21 +1621,21 @@ std::string common_chat_format_single(const struct llama_model * model,
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};
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};
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// format chat with new_msg
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// format chat with new_msg
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chat_new.push_back(new_msg);
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chat_new.push_back(new_msg);
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auto fmt_new_msg = common_chat_apply_template(model, tmpl, prefix, suffix, chat_new, add_ass);
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auto fmt_new_msg = common_chat_apply_template(model, tmpl, chat_new, add_ass);
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// get the diff part
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// get the diff part
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ss << fmt_new_msg.substr(fmt_past_msg.size(), fmt_new_msg.size() - fmt_past_msg.size());
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ss << fmt_new_msg.substr(fmt_past_msg.size(), fmt_new_msg.size() - fmt_past_msg.size());
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return ss.str();
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return ss.str();
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}
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}
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std::string common_chat_format_example(const struct llama_model * model,
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std::string common_chat_format_example(const struct llama_model * model,
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const std::string & tmpl, const std::string & prefix, const std::string & suffix) {
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const std::string & tmpl) {
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std::vector<common_chat_msg> msgs = {
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std::vector<common_chat_msg> msgs = {
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{"system", "You are a helpful assistant"},
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{"system", "You are a helpful assistant"},
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{"user", "Hello"},
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{"user", "Hello"},
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{"assistant", "Hi there"},
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{"assistant", "Hi there"},
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{"user", "How are you?"},
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{"user", "How are you?"},
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};
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};
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return common_chat_apply_template(model, tmpl, prefix, suffix, msgs, true);
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return common_chat_apply_template(model, tmpl, msgs, true);
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}
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}
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//
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//
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@ -523,8 +523,6 @@ bool common_chat_verify_template(const std::string & tmpl);
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// If the custom "tmpl" is not supported, we throw an error
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// If the custom "tmpl" is not supported, we throw an error
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std::string common_chat_apply_template(const struct llama_model * model,
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std::string common_chat_apply_template(const struct llama_model * model,
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const std::string & tmpl,
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const std::string & tmpl,
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const std::string & prefix,
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const std::string & suffix,
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const std::vector<common_chat_msg> & chat,
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const std::vector<common_chat_msg> & chat,
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bool add_ass);
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bool add_ass);
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@ -537,9 +535,7 @@ std::string common_chat_format_single(const struct llama_model * model,
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// Returns an example of formatted chat
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// Returns an example of formatted chat
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std::string common_chat_format_example(const struct llama_model * model,
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std::string common_chat_format_example(const struct llama_model * model,
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const std::string & tmpl,
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const std::string & tmpl);
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const std::string & prefix,
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const std::string & suffix);
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//
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//
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// KV cache utils
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// KV cache utils
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@ -202,7 +202,7 @@ int main(int argc, char ** argv) {
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// print chat template example in conversation mode
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// print chat template example in conversation mode
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if (params.conversation) {
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if (params.conversation) {
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if (params.enable_chat_template) {
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if (params.enable_chat_template) {
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LOG_INF("%s: chat template example:\n%s\n", __func__, common_chat_format_example(model, params.chat_template, params.input_suffix, params.input_suffix).c_str());
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LOG_INF("%s: chat template example:\n%s\n", __func__, common_chat_format_example(model, params.chat_template).c_str());
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} else {
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} else {
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LOG_INF("%s: in-suffix/prefix is specified, chat template will be disabled\n", __func__);
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LOG_INF("%s: in-suffix/prefix is specified, chat template will be disabled\n", __func__);
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}
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}
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@ -667,7 +667,7 @@ struct server_context {
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if (res >= 0) {
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if (res >= 0) {
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llama_chat_message chat[] = {{"user", "test"}};
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llama_chat_message chat[] = {{"user", "test"}};
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std::string tmpl = std::string(model_template.data(), model_template.size());
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std::string tmpl = std::string(model_template.data(), model_template.size());
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int32_t chat_res = llama_chat_apply_template(model, tmpl.c_str(), nullptr, nullptr, chat, 1, true, nullptr, 0);
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int32_t chat_res = llama_chat_apply_template(model, tmpl.c_str(), chat, 1, true, nullptr, 0);
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return chat_res > 0;
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return chat_res > 0;
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}
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}
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return false;
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return false;
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@ -3229,11 +3229,11 @@ int main(int argc, char ** argv) {
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}
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}
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} else if (!params.input_prefix.empty() || !params.input_suffix.empty()) {
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} else if (!params.input_prefix.empty() || !params.input_suffix.empty()) {
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LOG_WRN("%s: Prefix and suffix are not used because a chat template is defined.\n", __func__);
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LOG_WRN("%s: Prefix and suffix are not used because a chat template is defined.\n", __func__);
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} else {
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// print sample chat example to make it clear which template is used
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LOG_INF("%s: chat template, built_in: %d, chat_example: '%s'\n", __func__, params.chat_template.empty(), common_chat_format_example(ctx_server.model, params.chat_template).c_str());
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}
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}
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// print sample chat example to make it clear which template is used
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LOG_INF("%s: chat template, built_in: %d, chat_example: '%s'\n", __func__, params.chat_template.empty(), common_chat_format_example(ctx_server.model, params.chat_template, params.input_prefix, params.input_suffix).c_str());
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ctx_server.queue_tasks.on_new_task(std::bind(
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ctx_server.queue_tasks.on_new_task(std::bind(
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&server_context::process_single_task, &ctx_server, std::placeholders::_1));
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&server_context::process_single_task, &ctx_server, std::placeholders::_1));
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@ -302,6 +302,7 @@ static llama_tokens format_infill(
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// Format given chat. If tmpl is empty, we take the template from model metadata
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// Format given chat. If tmpl is empty, we take the template from model metadata
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inline std::string format_chat(const struct llama_model * model, const std::string & tmpl, const std::string & prefix, const std::string & suffix, const std::vector<json> & messages) {
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inline std::string format_chat(const struct llama_model * model, const std::string & tmpl, const std::string & prefix, const std::string & suffix, const std::vector<json> & messages) {
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std::vector<common_chat_msg> chat;
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std::vector<common_chat_msg> chat;
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std::string formatted_chat;
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for (size_t i = 0; i < messages.size(); ++i) {
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for (size_t i = 0; i < messages.size(); ++i) {
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const auto & curr_msg = messages[i];
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const auto & curr_msg = messages[i];
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@ -325,10 +326,16 @@ inline std::string format_chat(const struct llama_model * model, const std::stri
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throw std::runtime_error("Missing 'content' (ref: https://github.com/ggerganov/llama.cpp/issues/8367)");
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throw std::runtime_error("Missing 'content' (ref: https://github.com/ggerganov/llama.cpp/issues/8367)");
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}
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}
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chat.push_back({role, content});
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if (tmpl == "custom") {
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// simple format using prefix and suffix
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if (role == "user") formatted_chat += prefix + content + suffix;
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else formatted_chat += content;
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} else {
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chat.push_back({role, content});
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}
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}
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}
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const auto formatted_chat = common_chat_apply_template(model, tmpl, prefix, suffix, chat, true);
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if (tmpl != "custom") formatted_chat = common_chat_apply_template(model, tmpl, chat, true);
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LOG_DBG("formatted_chat: '%s'\n", formatted_chat.c_str());
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LOG_DBG("formatted_chat: '%s'\n", formatted_chat.c_str());
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return formatted_chat;
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return formatted_chat;
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@ -158,10 +158,10 @@ int main(int argc, char ** argv) {
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// add the user input to the message list and format it
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// add the user input to the message list and format it
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messages.push_back({"user", strdup(user.c_str())});
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messages.push_back({"user", strdup(user.c_str())});
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int new_len = llama_chat_apply_template(model, nullptr, nullptr, nullptr, messages.data(), messages.size(), true, formatted.data(), formatted.size());
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int new_len = llama_chat_apply_template(model, nullptr, messages.data(), messages.size(), true, formatted.data(), formatted.size());
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if (new_len > (int)formatted.size()) {
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if (new_len > (int)formatted.size()) {
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formatted.resize(new_len);
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formatted.resize(new_len);
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new_len = llama_chat_apply_template(model, nullptr, nullptr, nullptr, messages.data(), messages.size(), true, formatted.data(), formatted.size());
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new_len = llama_chat_apply_template(model, nullptr, messages.data(), messages.size(), true, formatted.data(), formatted.size());
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}
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}
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if (new_len < 0) {
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if (new_len < 0) {
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fprintf(stderr, "failed to apply the chat template\n");
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fprintf(stderr, "failed to apply the chat template\n");
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// add the response to the messages
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// add the response to the messages
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messages.push_back({"assistant", strdup(response.c_str())});
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messages.push_back({"assistant", strdup(response.c_str())});
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prev_len = llama_chat_apply_template(model, nullptr, nullptr, nullptr, messages.data(), messages.size(), false, nullptr, 0);
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prev_len = llama_chat_apply_template(model, nullptr, messages.data(), messages.size(), false, nullptr, 0);
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if (prev_len < 0) {
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if (prev_len < 0) {
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fprintf(stderr, "failed to apply the chat template\n");
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fprintf(stderr, "failed to apply the chat template\n");
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return 1;
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return 1;
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@ -981,8 +981,6 @@ extern "C" {
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LLAMA_API int32_t llama_chat_apply_template(
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LLAMA_API int32_t llama_chat_apply_template(
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const struct llama_model * model,
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const struct llama_model * model,
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const char * tmpl,
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const char * tmpl,
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const char * prefix,
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const char * suffix,
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const struct llama_chat_message * chat,
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const struct llama_chat_message * chat,
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size_t n_msg,
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size_t n_msg,
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bool add_ass,
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bool add_ass,
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@ -21820,8 +21820,6 @@ int32_t llama_detokenize(
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// This function uses heuristic checks to determine commonly used template. It is not a jinja parser.
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// This function uses heuristic checks to determine commonly used template. It is not a jinja parser.
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static int32_t llama_chat_apply_template_internal(
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static int32_t llama_chat_apply_template_internal(
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const std::string & tmpl,
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const std::string & tmpl,
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const std::string & prefix,
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const std::string & suffix,
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const std::vector<const llama_chat_message *> & chat,
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const std::vector<const llama_chat_message *> & chat,
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std::string & dest, bool add_ass) {
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std::string & dest, bool add_ass) {
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// Taken from the research: https://github.com/ggerganov/llama.cpp/issues/5527
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// Taken from the research: https://github.com/ggerganov/llama.cpp/issues/5527
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@ -22098,16 +22096,6 @@ static int32_t llama_chat_apply_template_internal(
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if (add_ass) {
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if (add_ass) {
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ss << "<|start_of_role|>assistant<|end_of_role|>\n";
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ss << "<|start_of_role|>assistant<|end_of_role|>\n";
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}
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}
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} else if (tmpl == "custom") {
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// a custom template using only prefix and suffix
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for (auto message : chat) {
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std::string role(message->role);
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if (role == "user") {
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ss << prefix << message->content << suffix;
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} else {
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ss << message->content;
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}
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}
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} else {
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} else {
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// template not supported
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// template not supported
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return -1;
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return -1;
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@ -22119,8 +22107,6 @@ static int32_t llama_chat_apply_template_internal(
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int32_t llama_chat_apply_template(
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int32_t llama_chat_apply_template(
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const struct llama_model * model,
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const struct llama_model * model,
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const char * tmpl,
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const char * tmpl,
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const char * prefix,
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const char * suffix,
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const struct llama_chat_message * chat,
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const struct llama_chat_message * chat,
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size_t n_msg,
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size_t n_msg,
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bool add_ass,
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bool add_ass,
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@ -22149,9 +22135,7 @@ int32_t llama_chat_apply_template(
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}
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}
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std::string formatted_chat;
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std::string formatted_chat;
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std::string prefix_chat = (prefix == nullptr ? "" : prefix);
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int32_t res = llama_chat_apply_template_internal(curr_tmpl, chat_vec, formatted_chat, add_ass);
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std::string suffix_chat = (suffix == nullptr ? "" : suffix);
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int32_t res = llama_chat_apply_template_internal(curr_tmpl, prefix_chat, suffix_chat, chat_vec, formatted_chat, add_ass);
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if (res < 0) {
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if (res < 0) {
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return res;
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return res;
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}
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}
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@ -118,7 +118,7 @@ int main(void) {
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int32_t res;
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int32_t res;
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// test invalid chat template
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// test invalid chat template
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res = llama_chat_apply_template(nullptr, "INVALID TEMPLATE", nullptr, nullptr, conversation, message_count, true, formatted_chat.data(), formatted_chat.size());
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res = llama_chat_apply_template(nullptr, "INVALID TEMPLATE", conversation, message_count, true, formatted_chat.data(), formatted_chat.size());
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assert(res < 0);
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assert(res < 0);
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|
|
||||||
for (size_t i = 0; i < templates.size(); i++) {
|
for (size_t i = 0; i < templates.size(); i++) {
|
||||||
|
@ -128,8 +128,6 @@ int main(void) {
|
||||||
res = llama_chat_apply_template(
|
res = llama_chat_apply_template(
|
||||||
nullptr,
|
nullptr,
|
||||||
custom_template.c_str(),
|
custom_template.c_str(),
|
||||||
nullptr,
|
|
||||||
nullptr,
|
|
||||||
conversation,
|
conversation,
|
||||||
message_count,
|
message_count,
|
||||||
true,
|
true,
|
||||||
|
|
Loading…
Add table
Add a link
Reference in a new issue