align Command R7B w/ --think / reasoning_content behaviour
This commit is contained in:
Olivier Chafik
parent
3841a163ef
commit
e6d9b52480
9 changed files with 176 additions and 87 deletions
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@ -1978,7 +1978,7 @@ common_params_context common_params_parser_init(common_params & params, llama_ex
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add_opt(common_arg(
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{"--think"},
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"*experimental* thinking mode (default: disabled)\n"
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"returns reasoning_content in messages, forcing model to think unless it supports native <think> tags (DeepSeek R1)\n"
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"returns reasoning_content in messages, forcing model to think unless it supports native <think> tags (DeepSeek R1, Command R7B)\n"
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"only supported for non-streamed responses",
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[](common_params & params) {
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params.think = true;
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@ -316,7 +316,7 @@ class chat_template {
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auto polyfill_system_role = opts.polyfill_system_role && !caps_.supports_system_role;
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auto polyfill_tools = opts.polyfill_tools && has_tools && !caps_.supports_tools;
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auto polyfill_tool_call_example = polyfill_tools && opts.polyfill_tool_call_examples;
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auto polyfill_tool_call_example = polyfill_tools && opts.polyfill_tool_call_examples && caps_.supports_tool_calls;
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auto polyfill_tool_calls = opts.polyfill_tool_calls && has_tool_calls && !caps_.supports_tool_calls;
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auto polyfill_tool_responses = opts.polyfill_tool_responses && has_tool_responses && !caps_.supports_tool_responses;
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auto polyfill_object_arguments = opts.polyfill_object_arguments && has_tool_calls && caps_.requires_object_arguments;
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@ -12,12 +12,13 @@ std::string common_chat_format_name(common_chat_format format) {
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case COMMON_CHAT_FORMAT_LLAMA_3_X: return "Llama 3.x";
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case COMMON_CHAT_FORMAT_LLAMA_3_X_WITH_BUILTIN_TOOLS: return "Llama 3.x with builtin tools";
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case COMMON_CHAT_FORMAT_DEEPSEEK_R1: return "DeepSeek R1";
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case COMMON_CHAT_FORMAT_DEEPSEEK_R1_THINK: return "DeepSeek R1 (extract <think>)";
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case COMMON_CHAT_FORMAT_DEEPSEEK_R1_THINK: return "DeepSeek R1 (extract reasoning_content)";
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case COMMON_CHAT_FORMAT_FIREFUNCTION_V2: return "FireFunction v2";
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case COMMON_CHAT_FORMAT_FUNCTIONARY_V3_2: return "Functionary v3.2";
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case COMMON_CHAT_FORMAT_FUNCTIONARY_V3_1_LLAMA_3_1: return "Functionary v3.1 Llama 3.1";
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case COMMON_CHAT_FORMAT_HERMES_2_PRO: return "Hermes 2 Pro";
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case COMMON_CHAT_FORMAT_COMMAND_R7B: return "Command R7B";
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case COMMON_CHAT_FORMAT_COMMAND_R7B_THINK: return "Command R7B (extract reasoning_content)";
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default:
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throw std::runtime_error("Unknown chat format");
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}
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@ -469,22 +470,49 @@ static common_chat_params common_chat_params_init_command_r7b(const common_chat_
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"<|END_THINKING|>",
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"<|END_ACTION|>",
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};
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data.prompt = apply(tmpl, inputs.messages, inputs.tools.empty() ? json() : inputs.tools, inputs.add_generation_prompt);
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data.format = COMMON_CHAT_FORMAT_COMMAND_R7B;
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auto adjusted_messages = json::array();
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for (const auto & msg : inputs.messages) {
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auto has_reasoning_content = msg.contains("reasoning_content") && msg["reasoning_content"].is_string();
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auto has_tool_calls = msg.contains("tool_calls") && msg["tool_calls"].is_array();
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if (has_reasoning_content && has_tool_calls) {
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auto adjusted_message = msg;
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adjusted_message["tool_plan"] = msg["reasoning_content"];
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adjusted_message.erase("reasoning_content");
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adjusted_messages.push_back(adjusted_message);
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} else {
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adjusted_messages.push_back(msg);
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}
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}
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// } else {
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// adjusted_messages = inputs.messages;
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// }
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data.prompt = apply(tmpl, adjusted_messages, inputs.tools.empty() ? json() : inputs.tools, inputs.add_generation_prompt, {});
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data.format = inputs.think ? COMMON_CHAT_FORMAT_COMMAND_R7B_THINK : COMMON_CHAT_FORMAT_COMMAND_R7B;
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return data;
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}
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static common_chat_msg common_chat_parse_command_r7b(const std::string & input) {
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static std::regex response_regex("<\\|START_RESPONSE\\|>([\\s\\S\\n\\r]*?)<\\|END_RESPONSE\\|>");
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static std::regex thought_action_regex("<\\|START_THINKING\\|>([\\s\\S\\n\\r]*?)<\\|END_THINKING\\|><\\|START_ACTION\\|>([\\s\\S\\n\\r]*?)<\\|END_ACTION\\|>");
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static common_chat_msg common_chat_parse_command_r7b(const std::string & input, bool think) {
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static std::regex thought_regex("(<\\|START_THINKING\\|>([\\s\\S\\n\\r]*?)<\\|END_THINKING\\|>)([\\s\\S\\n\\r]*)");
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static std::regex action_regex("<\\|START_ACTION\\|>([\\s\\S\\n\\r]*?)<\\|END_ACTION\\|>");
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static std::regex response_regex("(?:<\\|START_RESPONSE\\|>)?([\\s\\S\\n\\r]*?)<\\|END_RESPONSE\\|>");
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std::smatch match;
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common_chat_msg result;
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result.role = "assistant";
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if (std::regex_match(input, match, response_regex)) {
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std::string rest = input;
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if (std::regex_match(rest, match, thought_regex)) {
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if (think) {
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result.reasoning_content = match[2].str();
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} else if (!match[2].str().empty()) {
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// Let the unparsed thinking tags through in content only if their insides aren't empty.
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result.content = match[1].str();
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} else if (std::regex_match(input, match, thought_action_regex)) {
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result.tool_plan = match[1].str();
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auto actions_str = match[2].str();
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}
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rest = match[3].str();
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}
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if (std::regex_match(rest, match, action_regex)) {
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auto actions_str = match[1].str();
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auto actions = json::parse(actions_str);
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for (const auto & action : actions) {
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result.tool_calls.push_back({
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@ -493,9 +521,12 @@ static common_chat_msg common_chat_parse_command_r7b(const std::string & input)
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/* .id = */ action["tool_call_id"],
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});
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}
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} else if (std::regex_match(rest, match, response_regex)) {
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auto response = match[1].str();
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result.content += response;
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} else {
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LOG_ERR("Failed to parse command_r output");
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result.content = input;
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result.content += rest;
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}
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return result;
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}
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@ -1038,6 +1069,11 @@ common_chat_params common_chat_params_init(const common_chat_template & tmpl, co
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return common_chat_params_init_deepseek_r1(tmpl, inputs);
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}
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// Command R7B: : use handler in all cases except json schema (thinking / tools).
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if (src.find("<|END_THINKING|><|START_ACTION|>") != std::string::npos && inputs.json_schema.is_null()) {
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return common_chat_params_init_command_r7b(tmpl, inputs);
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}
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// Use generic handler when forcing thoughts or JSON schema for final output
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// TODO: support thinking mode and/or JSON schema in handlers below this.
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if (inputs.think || (!inputs.tools.is_null() && inputs.json_schema.is_object())) {
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@ -1081,11 +1117,6 @@ common_chat_params common_chat_params_init(const common_chat_template & tmpl, co
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return common_chat_params_init_mistral_nemo(tmpl, inputs);
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}
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// Command R7B (w/ tools)
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if (src.find("<|END_THINKING|><|START_ACTION|>") != std::string::npos) {
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return common_chat_params_init_command_r7b(tmpl, inputs);
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}
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// Generic fallback
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return common_chat_params_init_generic(tmpl, inputs);
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}
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@ -1123,7 +1154,9 @@ common_chat_msg common_chat_parse(const std::string & input, common_chat_format
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case COMMON_CHAT_FORMAT_FIREFUNCTION_V2:
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return common_chat_parse_firefunction_v2(input);
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case COMMON_CHAT_FORMAT_COMMAND_R7B:
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return common_chat_parse_command_r7b(input);
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return common_chat_parse_command_r7b(input, /* think= */ false);
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case COMMON_CHAT_FORMAT_COMMAND_R7B_THINK:
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return common_chat_parse_command_r7b(input, /* think= */ true);
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default:
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throw std::runtime_error("Unsupported format: " + common_chat_format_name(format));
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}
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@ -35,6 +35,7 @@ enum common_chat_format {
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COMMON_CHAT_FORMAT_FUNCTIONARY_V3_1_LLAMA_3_1,
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COMMON_CHAT_FORMAT_HERMES_2_PRO,
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COMMON_CHAT_FORMAT_COMMAND_R7B,
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COMMON_CHAT_FORMAT_COMMAND_R7B_THINK,
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COMMON_CHAT_FORMAT_COUNT, // Not a format, just the # formats
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};
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@ -625,7 +625,6 @@ struct common_chat_msg {
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std::string content;
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std::vector<common_tool_call> tool_calls;
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std::string reasoning_content = "";
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std::string tool_plan = "";
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};
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// Check if the template supplied via "--chat-template" is supported or not. Returns true if it's valid
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@ -127,6 +127,8 @@ The project is under active development, and we are [looking for feedback and co
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| `--grammar-file FNAME` | file to read grammar from |
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| `-j, --json-schema SCHEMA` | JSON schema to constrain generations (https://json-schema.org/), e.g. `{}` for any JSON object<br/>For schemas w/ external $refs, use --grammar + example/json_schema_to_grammar.py instead |
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| `--jinja` | Enable experimental Jinja templating engine (required for tool use) |
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| `--think` | Enable experimental thinking mode (extracts DeepSeek R1 & Command R7B's native thinking tags and forces any other model to think before responding, resulting thoughts are in the `reasoning_content` output field) (requires `--jinja`) |
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--think
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**Example-specific params**
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@ -1223,10 +1225,10 @@ curl http://localhost:8080/v1/chat/completions \
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# Native support for DeepSeek R1 works best w/ our own template (official template buggy)
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llama-server --jinja -fa -hf bartowski/DeepSeek-R1-Distill-Qwen-7B-GGUF:Q6_K_L \
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llama-server --jinja -fa -hf bartowski/DeepSeek-R1-Distill-Qwen-7B-GGUF:Q6_K_L --think \
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--chat-template-file models/templates/llama-cpp-deepseek-r1.jinja
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llama-server --jinja -fa -hf bartowski/DeepSeek-R1-Distill-Qwen-32B-GGUF:Q4_K_M \
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llama-server --jinja -fa -hf bartowski/DeepSeek-R1-Distill-Qwen-32B-GGUF:Q4_K_M --think \
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--chat-template-file models/templates/llama-cpp-deepseek-r1.jinja
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# Native support requires the right template for these GGUFs:
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@ -1240,7 +1242,7 @@ curl http://localhost:8080/v1/chat/completions \
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llama-server --jinja -fa -hf bartowski/firefunction-v2-GGUF -hff firefunction-v2-IQ1_M.gguf \
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--chat-template-file <( python scripts/get_chat_template.py fireworks-ai/llama-3-firefunction-v2 tool_use )
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llama-server --jinja -fa -hf bartowski/c4ai-command-r7b-12-2024-GGUF:Q6_K_L \
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llama-server --jinja -fa -hf bartowski/c4ai-command-r7b-12-2024-GGUF:Q6_K_L --think \
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--chat-template-file <( python scripts/get_chat_template.py CohereForAI/c4ai-command-r7b-12-2024 tool_use )
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# Generic format support
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@ -748,9 +748,6 @@ struct server_task_result_cmpl_final : server_task_result {
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if (!msg.reasoning_content.empty()) {
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message["reasoning_content"] = msg.reasoning_content;
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}
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if (!msg.tool_plan.empty()) {
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message["tool_plan"] = msg.tool_plan;
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}
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json choice {
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{"finish_reason", finish_reason},
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@ -274,43 +274,44 @@ def test_completion_without_tool_call_slow(template_name: str, n_predict: int, t
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@pytest.mark.slow
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@pytest.mark.parametrize("hf_repo,template_override", [
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("bartowski/c4ai-command-r7b-12-2024-GGUF:Q4_K_M", ("CohereForAI/c4ai-command-r7b-12-2024", "tool_use")),
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@pytest.mark.parametrize("think,hf_repo,template_override", [
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(True, "bartowski/c4ai-command-r7b-12-2024-GGUF:Q4_K_M", ("CohereForAI/c4ai-command-r7b-12-2024", "tool_use")),
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("bartowski/Meta-Llama-3.1-8B-Instruct-GGUF:Q4_K_M", None),
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("bartowski/Meta-Llama-3.1-8B-Instruct-GGUF:Q4_K_M", "chatml"),
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(False, "bartowski/Meta-Llama-3.1-8B-Instruct-GGUF:Q4_K_M", None),
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(False, "bartowski/Meta-Llama-3.1-8B-Instruct-GGUF:Q4_K_M", "chatml"),
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("bartowski/Phi-3.5-mini-instruct-GGUF:Q4_K_M", None),
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("bartowski/Phi-3.5-mini-instruct-GGUF:Q4_K_M", "chatml"),
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(False, "bartowski/Phi-3.5-mini-instruct-GGUF:Q4_K_M", None),
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(False, "bartowski/Phi-3.5-mini-instruct-GGUF:Q4_K_M", "chatml"),
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("bartowski/Qwen2.5-7B-Instruct-GGUF:Q4_K_M", None),
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("bartowski/Qwen2.5-7B-Instruct-GGUF:Q4_K_M", "chatml"),
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(False, "bartowski/Qwen2.5-7B-Instruct-GGUF:Q4_K_M", None),
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(False, "bartowski/Qwen2.5-7B-Instruct-GGUF:Q4_K_M", "chatml"),
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("bartowski/Hermes-2-Pro-Llama-3-8B-GGUF:Q4_K_M", ("NousResearch/Hermes-2-Pro-Llama-3-8B", "tool_use")),
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("bartowski/Hermes-2-Pro-Llama-3-8B-GGUF:Q4_K_M", "chatml"),
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(False, "bartowski/Hermes-2-Pro-Llama-3-8B-GGUF:Q4_K_M", ("NousResearch/Hermes-2-Pro-Llama-3-8B", "tool_use")),
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(False, "bartowski/Hermes-2-Pro-Llama-3-8B-GGUF:Q4_K_M", "chatml"),
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("bartowski/Hermes-3-Llama-3.1-8B-GGUF:Q4_K_M", ("NousResearch/Hermes-3-Llama-3.1-8B", "tool_use")),
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("bartowski/Hermes-3-Llama-3.1-8B-GGUF:Q4_K_M", "chatml"),
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(False, "bartowski/Hermes-3-Llama-3.1-8B-GGUF:Q4_K_M", ("NousResearch/Hermes-3-Llama-3.1-8B", "tool_use")),
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(False, "bartowski/Hermes-3-Llama-3.1-8B-GGUF:Q4_K_M", "chatml"),
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("bartowski/Mistral-Nemo-Instruct-2407-GGUF:Q4_K_M", None),
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("bartowski/Mistral-Nemo-Instruct-2407-GGUF:Q4_K_M", "chatml"),
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(False, "bartowski/Mistral-Nemo-Instruct-2407-GGUF:Q4_K_M", None),
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(False, "bartowski/Mistral-Nemo-Instruct-2407-GGUF:Q4_K_M", "chatml"),
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("bartowski/functionary-small-v3.2-GGUF:Q8_0", ("meetkai/functionary-medium-v3.2", None)),
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("bartowski/functionary-small-v3.2-GGUF:Q8_0", "chatml"),
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(False, "bartowski/functionary-small-v3.2-GGUF:Q8_0", ("meetkai/functionary-medium-v3.2", None)),
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(False, "bartowski/functionary-small-v3.2-GGUF:Q8_0", "chatml"),
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("bartowski/Llama-3.2-3B-Instruct-GGUF:Q4_K_M", ("meta-llama/Llama-3.2-3B-Instruct", None)),
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("bartowski/Llama-3.2-3B-Instruct-GGUF:Q4_K_M", "chatml"),
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(False, "bartowski/Llama-3.2-3B-Instruct-GGUF:Q4_K_M", ("meta-llama/Llama-3.2-3B-Instruct", None)),
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(False, "bartowski/Llama-3.2-3B-Instruct-GGUF:Q4_K_M", "chatml"),
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("bartowski/DeepSeek-R1-Distill-Qwen-7B-GGUF:Q4_K_M", None),
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(True, "bartowski/DeepSeek-R1-Distill-Qwen-7B-GGUF:Q4_K_M", None),
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# Note: gemma-2-2b-it knows itself as "model", not "assistant", so we don't test the ill-suited chatml on it.
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("bartowski/gemma-2-2b-it-GGUF:Q4_K_M", None),
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(False, "bartowski/gemma-2-2b-it-GGUF:Q4_K_M", None),
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# ("bartowski/Llama-3.2-1B-Instruct-GGUF:Q4_K_M", ("meta-llama/Llama-3.2-3B-Instruct", None)),
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])
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def test_weather(hf_repo: str, template_override: Tuple[str, str | None] | None):
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def test_weather(think: bool, hf_repo: str, template_override: Tuple[str, str | None] | None):
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global server
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n_predict = 512
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server.think = think
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server.n_slots = 1
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server.jinja = True
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server.n_ctx = 8192
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@ -488,44 +489,45 @@ def test_thoughts(n_predict: int, think: bool, expect_content: str | None, expec
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@pytest.mark.slow
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@pytest.mark.parametrize("expected_arguments_override,hf_repo,template_override", [
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(None, "bartowski/DeepSeek-R1-Distill-Qwen-7B-GGUF:Q4_K_M", None),
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(None, "bartowski/DeepSeek-R1-Distill-Qwen-7B-GGUF:Q4_K_M", "chatml"),
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@pytest.mark.parametrize("think,expected_arguments_override,hf_repo,template_override", [
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(True, None, "bartowski/DeepSeek-R1-Distill-Qwen-7B-GGUF:Q4_K_M", None),
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(True, None, "bartowski/DeepSeek-R1-Distill-Qwen-7B-GGUF:Q4_K_M", "chatml"),
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(None, "bartowski/Phi-3.5-mini-instruct-GGUF:Q4_K_M", None),
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(None, "bartowski/Phi-3.5-mini-instruct-GGUF:Q4_K_M", "chatml"),
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(False, None, "bartowski/Phi-3.5-mini-instruct-GGUF:Q4_K_M", None),
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(False, None, "bartowski/Phi-3.5-mini-instruct-GGUF:Q4_K_M", "chatml"),
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(None, "bartowski/functionary-small-v3.2-GGUF:Q8_0", ("meetkai-functionary-medium-v3.2", None)),
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(None, "bartowski/functionary-small-v3.2-GGUF:Q8_0", "chatml"),
|
||||
(False, None, "bartowski/functionary-small-v3.2-GGUF:Q8_0", ("meetkai-functionary-medium-v3.2", None)),
|
||||
(False, None, "bartowski/functionary-small-v3.2-GGUF:Q8_0", "chatml"),
|
||||
|
||||
(None, "bartowski/Meta-Llama-3.1-8B-Instruct-GGUF:Q4_K_M", None),
|
||||
('{"code":"print("}', "bartowski/Meta-Llama-3.1-8B-Instruct-GGUF:Q4_K_M", "chatml"),
|
||||
(False, None, "bartowski/Meta-Llama-3.1-8B-Instruct-GGUF:Q4_K_M", None),
|
||||
(False, '{"code":"print("}', "bartowski/Meta-Llama-3.1-8B-Instruct-GGUF:Q4_K_M", "chatml"),
|
||||
|
||||
('{"code":"print("}', "bartowski/Llama-3.2-1B-Instruct-GGUF:Q4_K_M", ("meta-llama-Llama-3.2-3B-Instruct", None)),
|
||||
(None, "bartowski/Llama-3.2-1B-Instruct-GGUF:Q4_K_M", "chatml"),
|
||||
(False, '{"code":"print("}', "bartowski/Llama-3.2-1B-Instruct-GGUF:Q4_K_M", ("meta-llama-Llama-3.2-3B-Instruct", None)),
|
||||
(False, None, "bartowski/Llama-3.2-1B-Instruct-GGUF:Q4_K_M", "chatml"),
|
||||
|
||||
('{"code":"print("}', "bartowski/Llama-3.2-3B-Instruct-GGUF:Q4_K_M", ("meta-llama-Llama-3.2-3B-Instruct", None)),
|
||||
('{"code":"print("}', "bartowski/Llama-3.2-3B-Instruct-GGUF:Q4_K_M", "chatml"),
|
||||
(False, '{"code":"print("}', "bartowski/Llama-3.2-3B-Instruct-GGUF:Q4_K_M", ("meta-llama-Llama-3.2-3B-Instruct", None)),
|
||||
(False, '{"code":"print("}', "bartowski/Llama-3.2-3B-Instruct-GGUF:Q4_K_M", "chatml"),
|
||||
|
||||
(None, "bartowski/Qwen2.5-7B-Instruct-GGUF:Q4_K_M", None),
|
||||
(None, "bartowski/Qwen2.5-7B-Instruct-GGUF:Q4_K_M", "chatml"),
|
||||
(False, None, "bartowski/Qwen2.5-7B-Instruct-GGUF:Q4_K_M", None),
|
||||
(False, None, "bartowski/Qwen2.5-7B-Instruct-GGUF:Q4_K_M", "chatml"),
|
||||
|
||||
(None, "bartowski/Hermes-2-Pro-Llama-3-8B-GGUF:Q4_K_M", ("NousResearch/Hermes-2-Pro-Llama-3-8B", "tool_use")),
|
||||
(None, "bartowski/Hermes-2-Pro-Llama-3-8B-GGUF:Q4_K_M", "chatml"),
|
||||
(False, None, "bartowski/Hermes-2-Pro-Llama-3-8B-GGUF:Q4_K_M", ("NousResearch/Hermes-2-Pro-Llama-3-8B", "tool_use")),
|
||||
(False, None, "bartowski/Hermes-2-Pro-Llama-3-8B-GGUF:Q4_K_M", "chatml"),
|
||||
|
||||
(None, "bartowski/Hermes-3-Llama-3.1-8B-GGUF:Q4_K_M", ("NousResearch-Hermes-3-Llama-3.1-8B", "tool_use")),
|
||||
(None, "bartowski/Hermes-3-Llama-3.1-8B-GGUF:Q4_K_M", "chatml"),
|
||||
(False, None, "bartowski/Hermes-3-Llama-3.1-8B-GGUF:Q4_K_M", ("NousResearch-Hermes-3-Llama-3.1-8B", "tool_use")),
|
||||
(False, None, "bartowski/Hermes-3-Llama-3.1-8B-GGUF:Q4_K_M", "chatml"),
|
||||
|
||||
(None, "bartowski/Mistral-Nemo-Instruct-2407-GGUF:Q4_K_M", None),
|
||||
(None, "bartowski/Mistral-Nemo-Instruct-2407-GGUF:Q4_K_M", "chatml"),
|
||||
(False, None, "bartowski/Mistral-Nemo-Instruct-2407-GGUF:Q4_K_M", None),
|
||||
(False, None, "bartowski/Mistral-Nemo-Instruct-2407-GGUF:Q4_K_M", "chatml"),
|
||||
|
||||
# Note: gemma-2-2b-it knows itself as "model", not "assistant", so we don't test the ill-suited chatml on it.
|
||||
(None, "bartowski/gemma-2-2b-it-GGUF:Q4_K_M", None),
|
||||
(False, None, "bartowski/gemma-2-2b-it-GGUF:Q4_K_M", None),
|
||||
])
|
||||
def test_hello_world_tool_call(expected_arguments_override: str | None, hf_repo: str, template_override: str | Tuple[str, str | None] | None):
|
||||
def test_hello_world(think: bool, expected_arguments_override: str | None, hf_repo: str, template_override: str | Tuple[str, str | None] | None):
|
||||
global server
|
||||
server.n_slots = 1
|
||||
server.jinja = True
|
||||
server.think = think
|
||||
server.n_ctx = 8192
|
||||
server.n_predict = 512 # High because of DeepSeek R1
|
||||
server.model_hf_repo = hf_repo
|
||||
|
|
|
|||
|
|
@ -24,7 +24,7 @@ static common_chat_msg msg_from_json(const json & message) {
|
|||
ret.content = message.at("content");
|
||||
}
|
||||
if (message.contains("tool_plan")) {
|
||||
ret.tool_plan = message.at("tool_plan");
|
||||
ret.reasoning_content = message.at("tool_plan");
|
||||
}
|
||||
if (message.contains("reasoning_content")) {
|
||||
ret.reasoning_content = message.at("reasoning_content");
|
||||
|
|
@ -109,7 +109,6 @@ static void assert_msg_equals(const common_chat_msg & expected, const common_cha
|
|||
assert_equals(expected.role, actual.role);
|
||||
assert_equals(expected.content, actual.content);
|
||||
assert_equals(expected.reasoning_content, actual.reasoning_content);
|
||||
assert_equals(expected.tool_plan, actual.tool_plan);
|
||||
assert_equals(expected.tool_calls.size(), actual.tool_calls.size());
|
||||
for (size_t i = 0; i < expected.tool_calls.size(); i++) {
|
||||
const auto & expected_tool_call = expected.tool_calls[i];
|
||||
|
|
@ -181,13 +180,15 @@ struct delta_data {
|
|||
|
||||
static delta_data init_delta(const common_chat_template & tmpl, const std::vector<std::string> & end_tokens,
|
||||
const json & user_message, const json & delta_message, const json & tools,
|
||||
const json & tool_choice) {
|
||||
const json & tool_choice,
|
||||
bool think = false) {
|
||||
common_chat_inputs inputs;
|
||||
inputs.parallel_tool_calls = true;
|
||||
inputs.messages = json::array();
|
||||
inputs.messages.push_back(user_message);
|
||||
inputs.tools = tools;
|
||||
inputs.tool_choice = tool_choice;
|
||||
inputs.think = think;
|
||||
auto params_prefix = common_chat_params_init(tmpl, inputs);
|
||||
|
||||
inputs.messages.push_back(delta_message);
|
||||
|
|
@ -229,7 +230,8 @@ static delta_data init_delta(const common_chat_template & tmpl, const std::vecto
|
|||
static void test_template(const common_chat_template & tmpl, const std::vector<std::string> & end_tokens,
|
||||
const json & test_message, const json & tools = {}, const std::string & expected_delta = "",
|
||||
bool expect_grammar_triggered = true,
|
||||
bool test_grammar_if_triggered = true) {
|
||||
bool test_grammar_if_triggered = true,
|
||||
bool think = false) {
|
||||
common_chat_msg expected_msg = msg_from_json(test_message);
|
||||
|
||||
auto user_message = json{
|
||||
|
|
@ -238,7 +240,7 @@ static void test_template(const common_chat_template & tmpl, const std::vector<s
|
|||
};
|
||||
|
||||
for (const auto & tool_choice : json({ "auto", "required" })) {
|
||||
auto data = init_delta(tmpl, end_tokens, user_message, test_message, tools, tool_choice);
|
||||
auto data = init_delta(tmpl, end_tokens, user_message, test_message, tools, tool_choice, think);
|
||||
if (!expected_delta.empty()) {
|
||||
assert_equals(expected_delta, data.delta);
|
||||
}
|
||||
|
|
@ -297,10 +299,14 @@ static void test_template_output_parsers() {
|
|||
{ "role", "assistant" },
|
||||
{ "content", "Hello, world!\nWhat's up?" },
|
||||
};
|
||||
json message_assist_thoughts_unparsed {
|
||||
json message_assist_thoughts_unparsed_think {
|
||||
{ "role", "assistant" },
|
||||
{ "content", "<think>I'm thinking</think>Hello, world!\nWhat's up?" },
|
||||
};
|
||||
json message_assist_thoughts_unparsed_r7b {
|
||||
{ "role", "assistant" },
|
||||
{ "content", "<|START_THINKING|>I'm thinking<|END_THINKING|>Hello, world!\nWhat's up?" },
|
||||
};
|
||||
json message_assist_thoughts {
|
||||
{ "role", "assistant" },
|
||||
{ "content", "Hello, world!\nWhat's up?" },
|
||||
|
|
@ -371,7 +377,6 @@ static void test_template_output_parsers() {
|
|||
json message_assist_call_idx {
|
||||
{ "role", "assistant"},
|
||||
{ "content", {}},
|
||||
{ "tool_plan", "I'm not so sure"},
|
||||
{ "tool_calls", {
|
||||
{
|
||||
{ "type", "function" },
|
||||
|
|
@ -387,6 +392,8 @@ static void test_template_output_parsers() {
|
|||
{ "content", {} },
|
||||
{ "tool_calls", tool_calls }
|
||||
};
|
||||
json message_assist_call_tool_plan_idx = message_assist_call_idx;
|
||||
message_assist_call_tool_plan_idx["tool_plan"] = "I'm thinking";
|
||||
|
||||
auto python_message_assist_call = json{
|
||||
{ "role", "assistant" },
|
||||
|
|
@ -448,14 +455,52 @@ static void test_template_output_parsers() {
|
|||
const common_chat_template tmpl(read_file("models/templates/CohereForAI-c4ai-command-r7b-12-2024-tool_use.jinja"), "<s>", "</s>");
|
||||
std::vector<std::string> end_tokens{ "<|END_OF_TURN_TOKEN|>" };
|
||||
|
||||
assert_equals(COMMON_CHAT_FORMAT_CONTENT_ONLY, common_chat_params_init(tmpl, inputs_no_tools).format);
|
||||
assert_equals(COMMON_CHAT_FORMAT_COMMAND_R7B, common_chat_params_init(tmpl, inputs_no_tools).format);
|
||||
assert_equals(COMMON_CHAT_FORMAT_COMMAND_R7B, common_chat_params_init(tmpl, inputs_tools).format);
|
||||
assert_equals(COMMON_CHAT_FORMAT_COMMAND_R7B_THINK, common_chat_params_init(tmpl, inputs_tools_think).format);
|
||||
|
||||
assert_msg_equals(msg_from_json(message_assist),
|
||||
common_chat_parse(
|
||||
"Hello, world!\nWhat's up?",
|
||||
COMMON_CHAT_FORMAT_COMMAND_R7B));
|
||||
assert_msg_equals(msg_from_json(message_assist),
|
||||
common_chat_parse(
|
||||
"Hello, world!\nWhat's up?<|END_RESPONSE|>",
|
||||
COMMON_CHAT_FORMAT_COMMAND_R7B));
|
||||
assert_msg_equals(msg_from_json(message_assist),
|
||||
common_chat_parse(
|
||||
"<|START_RESPONSE|>Hello, world!\nWhat's up?<|END_RESPONSE|>",
|
||||
COMMON_CHAT_FORMAT_COMMAND_R7B));
|
||||
assert_msg_equals(msg_from_json(message_assist_thoughts_unparsed_r7b),
|
||||
common_chat_parse(
|
||||
"<|START_THINKING|>I'm thinking<|END_THINKING|>"
|
||||
"<|START_RESPONSE|>Hello, world!\nWhat's up?<|END_RESPONSE|>",
|
||||
COMMON_CHAT_FORMAT_COMMAND_R7B));
|
||||
assert_msg_equals(msg_from_json(message_assist_thoughts_unparsed_r7b),
|
||||
common_chat_parse(
|
||||
"<|START_THINKING|>I'm thinking<|END_THINKING|>"
|
||||
"Hello, world!\nWhat's up?<|END_RESPONSE|>",
|
||||
COMMON_CHAT_FORMAT_COMMAND_R7B));
|
||||
|
||||
assert_msg_equals(msg_from_json(message_assist_thoughts),
|
||||
common_chat_parse(
|
||||
"<|START_THINKING|>I'm thinking<|END_THINKING|>"
|
||||
"<|START_RESPONSE|>Hello, world!\nWhat's up?<|END_RESPONSE|>",
|
||||
COMMON_CHAT_FORMAT_COMMAND_R7B_THINK));
|
||||
|
||||
test_template(tmpl, end_tokens, message_assist_call_idx, tools,
|
||||
"<|START_THINKING|>I'm not so sure<|END_THINKING|>"
|
||||
"<|START_THINKING|><|END_THINKING|>"
|
||||
"<|START_ACTION|>[\n"
|
||||
" {\"tool_call_id\": \"0\", \"tool_name\": \"special_function\", \"parameters\": {\"arg1\": 1}}\n"
|
||||
"]<|END_ACTION|>");
|
||||
test_template(tmpl, end_tokens, message_assist_call_tool_plan_idx, tools,
|
||||
"<|START_THINKING|>I'm thinking<|END_THINKING|>"
|
||||
"<|START_ACTION|>[\n"
|
||||
" {\"tool_call_id\": \"0\", \"tool_name\": \"special_function\", \"parameters\": {\"arg1\": 1}}\n"
|
||||
"]<|END_ACTION|>",
|
||||
/* expect_grammar_triggered= */ true,
|
||||
/* test_grammar_if_triggered= */ true,
|
||||
/* think= */ true);
|
||||
test_template(tmpl, end_tokens, message_assist, tools,
|
||||
"<|START_RESPONSE|>Hello, world!\n"
|
||||
"What's up?<|END_RESPONSE|>",
|
||||
|
|
@ -617,11 +662,16 @@ static void test_template_output_parsers() {
|
|||
std::vector<std::string> end_tokens{ "<｜end▁of▁sentence｜>" };
|
||||
|
||||
assert_equals(COMMON_CHAT_FORMAT_DEEPSEEK_R1, common_chat_params_init(tmpl, inputs_tools).format);
|
||||
assert_equals(COMMON_CHAT_FORMAT_DEEPSEEK_R1_THINK, common_chat_params_init(tmpl, inputs_tools_think).format);
|
||||
|
||||
test_template(tmpl, end_tokens, message_assist, tools, "Hello, world!\nWhat's up?", /* expect_grammar_triggered= */ false);
|
||||
test_template(tmpl, end_tokens, message_assist_thoughts, tools, "Hello, world!\nWhat's up?", /* expect_grammar_triggered= */ false);
|
||||
assert_msg_equals(msg_from_json(message_assist_thoughts_unparsed), common_chat_parse("<think>I'm thinking</think>Hello, world!\nWhat's up?", COMMON_CHAT_FORMAT_DEEPSEEK_R1));
|
||||
assert_msg_equals(msg_from_json(message_assist_thoughts), common_chat_parse("<think>I'm thinking</think>Hello, world!\nWhat's up?", COMMON_CHAT_FORMAT_DEEPSEEK_R1_THINK));
|
||||
assert_msg_equals(msg_from_json(message_assist_thoughts_unparsed_think),
|
||||
common_chat_parse("<think>I'm thinking</think>Hello, world!\nWhat's up?",
|
||||
COMMON_CHAT_FORMAT_DEEPSEEK_R1));
|
||||
assert_msg_equals(msg_from_json(message_assist_thoughts),
|
||||
common_chat_parse("<think>I'm thinking</think>Hello, world!\nWhat's up?",
|
||||
COMMON_CHAT_FORMAT_DEEPSEEK_R1_THINK));
|
||||
// test_template(tmpl, end_tokens, message_assist_call, tools,
|
||||
// "<｜tool▁calls▁begin｜><｜tool▁call▁begin｜>function<｜tool▁sep｜>special_function\n"
|
||||
// "```json\n"
|
||||
|
|
@ -638,11 +688,16 @@ static void test_template_output_parsers() {
|
|||
std::vector<std::string> end_tokens{ "<｜end▁of▁sentence｜>" };
|
||||
|
||||
assert_equals(COMMON_CHAT_FORMAT_DEEPSEEK_R1, common_chat_params_init(tmpl, inputs_tools).format);
|
||||
assert_equals(COMMON_CHAT_FORMAT_DEEPSEEK_R1_THINK, common_chat_params_init(tmpl, inputs_tools_think).format);
|
||||
|
||||
test_template(tmpl, end_tokens, message_assist, tools, "Hello, world!\nWhat's up?", /* expect_grammar_triggered= */ false);
|
||||
test_template(tmpl, end_tokens, message_assist_thoughts, tools, "Hello, world!\nWhat's up?", /* expect_grammar_triggered= */ false);
|
||||
assert_msg_equals(msg_from_json(message_assist_thoughts_unparsed), common_chat_parse("<think>I'm thinking</think>Hello, world!\nWhat's up?", COMMON_CHAT_FORMAT_DEEPSEEK_R1));
|
||||
assert_msg_equals(msg_from_json(message_assist_thoughts), common_chat_parse("<think>I'm thinking</think>Hello, world!\nWhat's up?", COMMON_CHAT_FORMAT_DEEPSEEK_R1_THINK));
|
||||
assert_msg_equals(msg_from_json(message_assist_thoughts_unparsed_think),
|
||||
common_chat_parse("<think>I'm thinking</think>Hello, world!\nWhat's up?",
|
||||
COMMON_CHAT_FORMAT_DEEPSEEK_R1));
|
||||
assert_msg_equals(msg_from_json(message_assist_thoughts),
|
||||
common_chat_parse("<think>I'm thinking</think>Hello, world!\nWhat's up?",
|
||||
COMMON_CHAT_FORMAT_DEEPSEEK_R1_THINK));
|
||||
|
||||
assert_msg_equals(msg_from_json(message_assist_call_thoughts_unparsed),
|
||||
common_chat_parse(
|
||||
|
|
|
|||
Loading…
Add table
Add a link
Reference in a new issue