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server
: update deepseek reasoning format (pass reasoning_content as diffs) (#13933)
* server: update deepseek reasoning format (now in reasoning_content diffs), add legacy option for compat * update unit/test_tool_call.py::test_thoughts
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@ -2869,6 +2869,7 @@ common_params_context common_params_parser_init(common_params & params, llama_ex
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"(default: deepseek)",
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[](common_params & params, const std::string & value) {
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/**/ if (value == "deepseek") { params.reasoning_format = COMMON_REASONING_FORMAT_DEEPSEEK; }
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else if (value == "deepseek-legacy") { params.reasoning_format = COMMON_REASONING_FORMAT_DEEPSEEK_LEGACY; }
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else if (value == "none") { params.reasoning_format = COMMON_REASONING_FORMAT_NONE; }
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else { throw std::invalid_argument("invalid value"); }
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}
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@ -82,10 +82,10 @@ json common_chat_msg::to_json_oaicompat() const
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std::vector<common_chat_msg_diff> common_chat_msg_diff::compute_diffs(const common_chat_msg & previous_msg, const common_chat_msg & new_msg) {
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std::vector<common_chat_msg_diff> diffs;
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// if (previous_msg.reasoning_content != current.reasoning_content) {
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// auto & diff = diffs.emplace_back();
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// diff.reasoning_content_delta = string_diff(previous_msg.reasoning_content, current.reasoning_content);
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// }
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if (previous_msg.reasoning_content != new_msg.reasoning_content) {
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auto & diff = diffs.emplace_back();
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diff.reasoning_content_delta = string_diff(previous_msg.reasoning_content, new_msg.reasoning_content);
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}
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if (previous_msg.content != new_msg.content) {
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auto & diff = diffs.emplace_back();
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diff.content_delta = string_diff(previous_msg.content, new_msg.content);
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@ -385,9 +385,9 @@ json common_chat_tools_to_json_oaicompat(const std::vector<common_chat_tool> & t
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template <> json common_chat_msg_diff_to_json_oaicompat(const common_chat_msg_diff & diff) {
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json delta = json::object();
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// if (!diff.reasoning_content_delta.empty()) {
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// delta["reasoning_content"] = msg.reasoning_content;
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// }
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if (!diff.reasoning_content_delta.empty()) {
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delta["reasoning_content"] = diff.reasoning_content_delta;
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}
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if (!diff.content_delta.empty()) {
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delta["content"] = diff.content_delta;
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}
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@ -598,6 +598,7 @@ const char * common_reasoning_format_name(common_reasoning_format format) {
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switch (format) {
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case COMMON_REASONING_FORMAT_NONE: return "none";
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case COMMON_REASONING_FORMAT_DEEPSEEK: return "deepseek";
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case COMMON_REASONING_FORMAT_DEEPSEEK_LEGACY: return "deepseek-legacy";
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default:
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throw std::runtime_error("Unknown reasoning format");
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}
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@ -70,7 +70,7 @@ struct common_chat_msg {
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};
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struct common_chat_msg_diff {
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// std::string reasoning_content_delta;
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std::string reasoning_content_delta;
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std::string content_delta;
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size_t tool_call_index = std::string::npos;
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common_chat_tool_call tool_call_delta;
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@ -215,7 +215,8 @@ struct common_params_vocoder {
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enum common_reasoning_format {
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COMMON_REASONING_FORMAT_NONE,
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COMMON_REASONING_FORMAT_DEEPSEEK, // Extract thinking tag contents and return as `message.reasoning_content`
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COMMON_REASONING_FORMAT_DEEPSEEK_LEGACY, // Extract thinking tag contents and return as `message.reasoning_content`, or leave inline in <think> tags in stream mode
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COMMON_REASONING_FORMAT_DEEPSEEK, // Extract thinking tag contents and return as `message.reasoning_content`, including in streaming deltas.
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};
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struct common_params {
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@ -19,8 +19,8 @@
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using json = nlohmann::ordered_json;
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static std::ostream & operator<<(std::ostream & os, const common_chat_msg_diff & diff) {
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// os << "reasoning_content_delta: " << diff.reasoning_content_delta << '\n';
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os << "{ content_delta: " << diff.content_delta << "; ";
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os << "reasoning_content_delta: " << diff.reasoning_content_delta << "; ";
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if (diff.tool_call_index != std::string::npos) {
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os << "tool_call_index: " << diff.tool_call_index << "; ";
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os << "tool_call_delta.name: " << diff.tool_call_delta.name << "; ";
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@ -360,7 +360,7 @@ struct server_task {
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params.oaicompat_chat_syntax.format = defaults.oaicompat_chat_syntax.format;
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}
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params.oaicompat_chat_syntax.reasoning_format = params_base.reasoning_format;
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params.oaicompat_chat_syntax.reasoning_in_content = params.stream;
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params.oaicompat_chat_syntax.reasoning_in_content = params.stream && (params_base.reasoning_format == COMMON_REASONING_FORMAT_DEEPSEEK_LEGACY);
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params.oaicompat_chat_syntax.thinking_forced_open = json_value(data, "thinking_forced_open", false);
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params.oaicompat_chat_syntax.parse_tool_calls = json_value(data, "parse_tool_calls", false);
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}
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@ -499,13 +499,12 @@ def do_test_calc_result(server: ServerProcess, result_override: str | None, n_pr
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@pytest.mark.slow
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@pytest.mark.parametrize("n_predict,reasoning_format,stream,expect_reasoning_content,expect_content,hf_repo,template_override", [
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(128, 'deepseek', CompletionMode.NORMAL, None, "^The sum of 102 and 7 is 109[\\s\\S]*", "bartowski/Phi-3.5-mini-instruct-GGUF:Q4_K_M", None),
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(128, None, CompletionMode.NORMAL, None, "^The sum of 102 and 7 is 109[\\s\\S]*", "bartowski/Phi-3.5-mini-instruct-GGUF:Q4_K_M", None),
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(1024, 'deepseek', CompletionMode.NORMAL, "I need to calculate the sum of 102 and 7[\\s\\S]*", "To find the sum of[\\s\\S]*", "bartowski/DeepSeek-R1-Distill-Qwen-7B-GGUF:Q4_K_M", None),
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(1024, 'deepseek', CompletionMode.STREAMED, None, "^<think>I need to calculate [\\s\\S]*?</think>To find the sum of [\\s\\S]*", "bartowski/DeepSeek-R1-Distill-Qwen-7B-GGUF:Q4_K_M", None),
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(1024, 'deepseek', CompletionMode.NORMAL, "First, I [\\s\\S]*", "To find the sum of[\\s\\S]*", "bartowski/DeepSeek-R1-Distill-Qwen-7B-GGUF:Q4_K_M", ("llama-cpp-deepseek-r1", None)),
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(1024, 'deepseek', CompletionMode.STREAMED, None, "^<think>First, I [\\s\\S]*?</think>To find the sum of[\\s\\S]*", "bartowski/DeepSeek-R1-Distill-Qwen-7B-GGUF:Q4_K_M", ("llama-cpp-deepseek-r1", None)),
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@pytest.mark.parametrize("stream", [CompletionMode.NORMAL, CompletionMode.STREAMED])
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@pytest.mark.parametrize("n_predict,reasoning_format,expect_reasoning_content,expect_content,hf_repo,template_override", [
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(128, 'deepseek', None, "^The sum of 102 and 7 is 109[\\s\\S]*", "bartowski/Phi-3.5-mini-instruct-GGUF:Q4_K_M", None),
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(128, None, None, "^The sum of 102 and 7 is 109[\\s\\S]*", "bartowski/Phi-3.5-mini-instruct-GGUF:Q4_K_M", None),
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(1024, 'deepseek', "I need to calculate the sum of 102 and 7[\\s\\S]*", "To find the sum of[\\s\\S]*", "bartowski/DeepSeek-R1-Distill-Qwen-7B-GGUF:Q4_K_M", None),
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(1024, 'deepseek', "First, I [\\s\\S]*", "To find the sum of[\\s\\S]*", "bartowski/DeepSeek-R1-Distill-Qwen-7B-GGUF:Q4_K_M", ("llama-cpp-deepseek-r1", None)),
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# (1024, 'none', CompletionMode.NORMAL, None, "^(<think>\\s*)?I need[\\s\\S]*?</think>\\s*To find[\\s\\S]*", "bartowski/DeepSeek-R1-Distill-Qwen-7B-GGUF:Q4_K_M", None),
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# (128, 'deepseek', None, "^Okay, let me figure out the sum of 102 and 7[\\s\\S]*", "bartowski/Qwen_QwQ-32B-GGUF:Q4_K_M", None),
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])
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@ -308,10 +308,12 @@ class ServerProcess:
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stream = data.get('stream', False)
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if stream:
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content: list[str] = []
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reasoning_content: list[str] = []
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tool_calls: list[dict] = []
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finish_reason: Optional[str] = None
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content_parts = 0
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reasoning_content_parts = 0
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tool_call_parts = 0
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arguments_parts = 0
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@ -322,6 +324,10 @@ class ServerProcess:
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assert len(choice['delta']['content']) > 0, f'Expected non empty content delta!'
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content.append(choice['delta']['content'])
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content_parts += 1
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if choice['delta'].get('reasoning_content') is not None:
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assert len(choice['delta']['reasoning_content']) > 0, f'Expected non empty reasoning_content delta!'
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reasoning_content.append(choice['delta']['reasoning_content'])
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reasoning_content_parts += 1
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if choice['delta'].get('finish_reason') is not None:
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finish_reason = choice['delta']['finish_reason']
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for tc in choice['delta'].get('tool_calls', []):
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@ -349,8 +355,10 @@ class ServerProcess:
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tool_call['function']['name'] = tool_call['function'].get('name', '') + fct['name']
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if fct.get('arguments') is not None:
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tool_call['function']['arguments'] += fct['arguments']
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arguments_parts += 1
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tool_call_parts += 1
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print(f'Streamed response had {content_parts} content parts, {tool_call_parts} tool call parts incl. {arguments_parts} arguments parts')
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print(f'Streamed response had {content_parts} content parts, {reasoning_content_parts} reasoning_content parts, {tool_call_parts} tool call parts incl. {arguments_parts} arguments parts')
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result = dict(
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choices=[
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dict(
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@ -359,6 +367,7 @@ class ServerProcess:
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message=dict(
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role='assistant',
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content=''.join(content) if content else None,
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reasoning_content=''.join(reasoning_content) if reasoning_content else None,
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tool_calls=tool_calls if tool_calls else None,
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),
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)
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