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2 changes: 1 addition & 1 deletion docs/parameters.md
Original file line number Diff line number Diff line change
Expand Up @@ -138,7 +138,7 @@ Task specific parameters for different tasks (text generation/image generation/e
| `--max_prompt_len` | `integer` | Sets NPU specific property for maximum number of tokens in the prompt. |
| `--kv_cache_precision` | `string` | Reduced kv cache precision to `u8` lowers the cache size consumption. Accepted values: `u8` or empty (default). |
| `--model_distribution_policy` | `string` | TENSOR_PARALLEL distributes tensor to multiple sockets/devices and processes it in parallel. PIPELINE_PARALLEL distributes different tensors to process by each device. Accepted values: `TENSOR_PARALLEL`, `PIPELINE_PARALLEL` or empty (default). |
| `--reasoning_parser` | `string` | Type of parser to use for reasoning content extraction from model output. Currently supported: [qwen3] |
| `--reasoning_parser` | `string` | Type of parser to use for reasoning content extraction from model output. Currently supported: [qwen3, gemma4] |
| `--tool_parser` | `string` | Type of parser to use for tool calls extraction from model output. Currently supported: [llama3, hermes3, phi4] |
Comment on lines +141 to 142
| `--enable_tool_guided_generation` | `bool` | Enables enforcing tool schema during generation. Requires setting response parser. Default: false. |

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1 change: 1 addition & 0 deletions src/llm/BUILD
Original file line number Diff line number Diff line change
Expand Up @@ -184,6 +184,7 @@ ovms_cc_library( # TODO split further so we don't have to recompile everything w
"io_processing/devstral/tool_parser.hpp",
"io_processing/mistral/tool_parser.hpp",
"io_processing/qwen3/reasoning_parser.hpp",
"io_processing/gemma4/reasoning_parser.hpp",
"io_processing/gptoss/reasoning_parser.hpp",
"io_processing/gptoss/tool_parser.hpp",
"io_processing/gptoss/harmony.hpp",
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29 changes: 29 additions & 0 deletions src/llm/io_processing/gemma4/reasoning_parser.hpp
Original file line number Diff line number Diff line change
@@ -0,0 +1,29 @@
//*****************************************************************************
// Copyright 2025 Intel Corporation
//
// Licensed under the Apache License, Version 2.0 (the "License");
// you may not use this file except in compliance with the License.
// You may obtain a copy of the License at
//
// http://www.apache.org/licenses/LICENSE-2.0
//
// Unless required by applicable law or agreed to in writing, software
// distributed under the License is distributed on an "AS IS" BASIS,
// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
// See the License for the specific language governing permissions and
// limitations under the License.
//*****************************************************************************
#pragma once

#include <openvino/genai/tokenizer.hpp>

#include "../qwen3/reasoning_parser.hpp"

namespace ovms {
class Gemma4ReasoningParser : public Qwen3ReasoningParser {
public:
Gemma4ReasoningParser() = delete;
explicit Gemma4ReasoningParser(ov::genai::Tokenizer& tokenizer) :
Qwen3ReasoningParser(tokenizer, "<|channel>thought\n", "<channel|>", true) {}
};
} // namespace ovms
3 changes: 3 additions & 0 deletions src/llm/io_processing/output_parser.cpp
Original file line number Diff line number Diff line change
Expand Up @@ -28,6 +28,7 @@
#include "qwen3/reasoning_parser.hpp"
#include "qwen3coder/qwen3coder_tool_parser.hpp"
#include "devstral/tool_parser.hpp"
#include "gemma4/reasoning_parser.hpp"
#include "gptoss/reasoning_parser.hpp"

namespace ovms {
Expand Down Expand Up @@ -177,6 +178,8 @@ OutputParser::OutputParser(ov::genai::Tokenizer& tokenizer, const std::string to

if (reasoningParserName == "qwen3") {
reasoningParser = std::make_unique<Qwen3ReasoningParser>(tokenizer);
} else if (reasoningParserName == "gemma4") {
reasoningParser = std::make_unique<Gemma4ReasoningParser>(tokenizer);
} else if (reasoningParserName == "gptoss") {
Comment on lines 179 to 183
reasoningParser = std::make_unique<GptOssReasoningParser>(tokenizer);
} else if (!reasoningParserName.empty()) {
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25 changes: 20 additions & 5 deletions src/llm/io_processing/qwen3/reasoning_parser.hpp
Original file line number Diff line number Diff line change
Expand Up @@ -28,26 +28,41 @@ namespace ovms {
class Qwen3ReasoningParser : public BaseOutputParser {
protected:
// Tags used to identify the reasoning segment in the content
const std::string parsingStartTag = "<think>";
const std::string parsingEndTag = "</think>";
const std::string parsingStartTag;
const std::string parsingEndTag;
const bool specialTokensRequired;
const std::vector<std::string> parsingStartTags;
const std::vector<std::string> specialParsingStartTags;

Qwen3ReasoningParser(ov::genai::Tokenizer& tokenizer,
const std::string& startTag,
const std::string& endTag,
bool requiresSpecialTokens) :
BaseOutputParser(tokenizer),
parsingStartTag(startTag),
parsingEndTag(endTag),
specialTokensRequired(requiresSpecialTokens),
parsingStartTags{startTag},
specialParsingStartTags{} {}

public:
Qwen3ReasoningParser() = delete;
explicit Qwen3ReasoningParser(ov::genai::Tokenizer& tokenizer) :
BaseOutputParser(tokenizer) {}
Qwen3ReasoningParser(tokenizer, "<think>", "</think>", false) {}

void parse(ParsedOutput& parsedOutput, const std::vector<int64_t>& generatedTokens) override;
std::optional<rapidjson::Document> parseChunk(const std::string& chunk, ov::genai::GenerationFinishReason finishReason) override;
const std::vector<std::string>& getParsingStartTags() const override {
static const std::vector<std::string> parsingStartTags{this->parsingStartTag};
return parsingStartTags;
}
const std::vector<std::string>& getSpecialParsingStartTags() const override {
static const std::vector<std::string> specialParsingStartTags{};
return specialParsingStartTags;
}
const std::string& getParsingEndTag() const override {
return parsingEndTag;
}
bool requiresStreamingWithSpecialTokens() const override {
return specialTokensRequired;
}
};
} // namespace ovms