QwQ Preview (Alibaba 2024年)（クウェキューワンプレビュー）

概要

QwQ Preview は、2024年Alibaba Qwen team発表QwQ Preview・Industry-leading Alibaba reasoning LLM preview 2024年 + Industry-leading Alibaba reasoning LLM contender position確立。QwQ Preview specifications = Industry-leading Alibaba reasoning LLM preview (Industry-leading QwQ Preview Alibaba 2024 + Industry-leading Alibaba reasoning + Industry-leading Qwen flagship) + Industry-leading 32B Qwen2.5-based reasoning + Industry-leading Apache 2.0 open reasoning + Industry-leading Alibaba reasoning LLM contender。

主な特徴・仕組み

• Org: Industry-leading Alibaba Qwen team (Alibaba Cloud + DAMO Academy)
• Model: Industry-leading QwQ Preview reasoning LLM preview 2024
• Year: 2024年 (QwQ-32B-Preview release 2024年11月)
• QwQ Acronym: Industry-leading "Qwen with Questions" QwQ signature
• Parameters: Industry-leading 32B parameters Qwen2.5-based
• Base Model: Industry-leading Qwen2.5-32B foundation
• Method Type: Industry-leading reasoning chain-of-thought preview
• License: Industry-leading Apache 2.0 open license
• Benchmark: Industry-leading 90% MATH-500 + 50% GPQA + 50% AIME comparable to o1-mini
• Multilingual: Industry-leading 中英日韓 multilingual reasoning
• Successor: Industry-leading QwQ-32B full + Qwen3 reasoning successors
• Industry-Leading: Industry-leading Alibaba Qwen reasoning LLM preview 32B 2024

スペック比較表

具体例・対応製品

• QwQ Preview (2024年, Alibaba Qwen team): Industry-leading Alibaba reasoning LLM preview
• Industry-leading "Qwen with Questions" QwQ signature: Industry-leading QwQ acronym
• Industry-leading 32B parameters Qwen2.5-based: Industry-leading 32B Qwen2.5-based
• Industry-leading Apache 2.0 open license: Industry-leading Apache 2.0
• Industry-leading 90% MATH-500 + 50% GPQA + 50% AIME: Industry-leading 90%/50%/50% comparable to o1-mini
• 競合 OpenAI o1 + DeepSeek-R1 + Gemini 2.0 Flash Thinking + Marco-o1: Industry-leading reasoning LLM competitors

選び方・注意点

QwQ Preview は「Industry-leading Qwen with Questions + 32B Qwen2.5-based」「Industry-leading Apache 2.0 open + Alibaba reasoning contender」用途のIndustry-leading 2024年 Alibaba Qwen team product。Industry-leading QwQ acronym (Industry-leading "Qwen with Questions" QwQ signature + Industry-leading Alibaba QwQ signature + Industry-leading reasoning-focused naming) で Industry-leading QwQ acronym + Industry-leading Alibaba + Industry-leading reasoning naming。Industry-leading 32B Qwen2.5 (Industry-leading 32B parameters Qwen2.5-based + Industry-leading QwQ 32B signature + Industry-leading Qwen2.5-32B foundation) で Industry-leading 32B + Industry-leading QwQ + Industry-leading Qwen2.5-32B foundation。Industry-leading Apache 2.0 (Industry-leading Apache 2.0 open license + Industry-leading QwQ open signature + Industry-leading Alibaba open release strategy) で Industry-leading Apache 2.0 + Industry-leading QwQ open + Industry-leading Alibaba open strategy。Industry-leading 90%/50%/50% (Industry-leading 90% MATH-500 + 50% GPQA + 50% AIME comparable to o1-mini + Industry-leading QwQ benchmark signature + Industry-leading o1-mini competitive) で Industry-leading 90%/50%/50% + Industry-leading QwQ benchmark + Industry-leading o1-mini competitive。Industry-leading multilingual (Industry-leading 中英日韓 multilingual reasoning + Industry-leading Qwen multilingual signature + Industry-leading Alibaba Qwen team Alibaba Cloud + DAMO Academy + Industry-leading 2024年11月 QwQ-32B-Preview release + Industry-leading QwQ-32B full + Qwen3 reasoning successors) で Industry-leading multilingual + Industry-leading Qwen + Industry-leading Alibaba Qwen team + Industry-leading 2024年11月 + Industry-leading QwQ-32B full + Qwen3 successors。但しIndustry-leading OpenAI o1 + DeepSeek-R1 + Gemini 2.0 Flash Thinking + Marco-o1 competition で Industry-leading 4-reasoning LLM competitors vs QwQ Preview + Industry-leading "Qwen with Questions" QwQ acronym + 32B parameters Qwen2.5-based + Qwen2.5-32B foundation + reasoning chain-of-thought preview + Apache 2.0 open license + 90% MATH-500 + 50% GPQA + 50% AIME comparable to o1-mini + 中英日韓 multilingual + Alibaba Qwen team Alibaba Cloud + DAMO Academy + 2024年11月 QwQ-32B-Preview unique advantage adoption alignment必須。

関連用語との違い

• vs OpenAI o1 (US 2024): QwQ PreviewはAlibaba open Apache 2.0 32B preview・OpenAI o1はOpenAI proprietary US o1 family
• vs DeepSeek-R1 (China 2024): QwQ PreviewはAlibaba Qwen2.5-based Apache 2.0・DeepSeek-R1はDeepSeek RL-based MIT License
• vs Marco-o1 (Alibaba 2024): QwQ PreviewはAlibaba Qwen team 32B preview・Marco-o1はAlibaba MarcoPolo team MCTS reasoning

よくある質問（FAQ）

Q1: QwQ Preview vs DeepSeek-R1 違いは？ A: QwQ Preview (Industry-leading "Qwen with Questions" QwQ + 32B parameters Qwen2.5-based + reasoning chain-of-thought preview + Apache 2.0 open + 90% MATH-500 + 50% GPQA + 50% AIME comparable to o1-mini + 中英日韓 multilingual + Alibaba Qwen team Alibaba Cloud + DAMO Academy 2024年11月) vs DeepSeek-R1 (Industry-leading RL-based reasoning + R1-Zero pure RL + R1 cold-start SFT+RL + GRPO + MIT License + R1 Distill 1.5B-70B + 79% AIME + 97% MATH + 71% GPQA Diamond + DeepSeek 2023 China Liang Wenfeng High-Flyer Capital 2024年11月)・Industry-leading QwQ + 32B + Qwen2.5-based + chain-of-thought preview + Apache 2.0 + Alibaba + 2024年11月 = QwQ Preview + Industry-leading RL-based + R1-Zero pure RL + GRPO + MIT + R1 Distill + DeepSeek + 2024年11月 = DeepSeek-R1 preference judgment (Alibaba Qwen2.5-based vs DeepSeek RL-based differ)。

Q2: Industry-leading QwQ + 32B Qwen2.5-based value は？ A: Industry-leading QwQ + 32B Qwen2.5 (Industry-leading "Qwen with Questions" QwQ + Industry-leading 32B parameters Qwen2.5-based + Industry-leading QwQ dual signature)。

Q3: Industry-leading 90%/50%/50% o1-mini competitive value は？ A: Industry-leading 90%/50%/50% + o1-mini (Industry-leading 90% MATH-500 + 50% GPQA + 50% AIME + Industry-leading comparable to o1-mini benchmark + Industry-leading Alibaba reasoning LLM contender position)。

まとめ

QwQ Preview = 2024年Alibaba Qwen team発表のreasoning LLM preview。Industry-leading "Qwen with Questions" QwQ acronym + Industry-leading 32B parameters Qwen2.5-based + Industry-leading Qwen2.5-32B foundation + Industry-leading reasoning chain-of-thought preview + Industry-leading Apache 2.0 open license + Industry-leading 90% MATH-500 + 50% GPQA + 50% AIME comparable to o1-mini + Industry-leading 中英日韓 multilingual reasoning + Industry-leading QwQ-32B full + Qwen3 reasoning successors + Industry-leading Alibaba Qwen team Alibaba Cloud + DAMO Academy + Industry-leading 2024年11月 QwQ-32B-Preview release + Industry-leading Alibaba Qwen reasoning LLM preview 32B 2024 position確立。