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QwQ 32B

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QwQ 32B

QwQ-32B, from Alibaba’s Qwen Team, is a 32B-parameter reasoning AI excelling in math, coding, and logic. It rivals larger models like DeepSeek-R1 with a 131K token context window.

📄Details

Key Features

• Advanced Reasoning

-1. Optimized for math, coding, and multi-step problem-solving

-2. Uses reinforcement learning (RL) for step-by-step logical thinking

-3. Competitive with DeepSeek-R1 and o1-mini on benchmarks

• Efficient Design

-1. 32 billion parameters, dense architecture for high performance

-2. Runs locally on consumer GPUs (e.g., 24GB VRAM)

• Extended Context

-1. 131,072 token context window for long inputs

-2. Handles up to 300 pages of text or complex codebases

• Performance Highlights

-1. Scores 79.5% on AIME24 (math), 63.4% on LiveCodeBench (coding)

-2. Outperforms o1-mini in function calling (66.4% on BFCL)

• Developer-Friendly

-1. Open-source under Apache 2.0 license on Hugging Face

-2. Supports tools, structured outputs, and APIs like Groq

• Accessibility

-1. Free via Qwen Chat or local deployment

-2. Quantized versions (e.g., 4-bit AWQ) for lower resource use

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