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DeepSeek-R1-Distill-Qwen-32B

DeepSeek · 2025-01-20 · 32.8B parameters

DeepSeek-R1-Distill-Qwen-32B is a dense reasoning checkpoint fine-tuned from Qwen2.5-32B using approximately 800,000 samples curated with DeepSeek-R1; DeepSeek states that the distilled models used only supervised fine-tuning, without reinforcement learning. Released January 20, 2025, it is the largest Qwen-based R1 distillation, and its released configuration declares a 131,072-token maximum while tokenizer_config.json separately sets model_max_length to 16,384.

Benchmark scores

BenchmarkScore
AA-LCR9.7
AA-LCR v1.18.7
AIME 2025 (Artificial Analysis avg@10)63.0
AIME 2025 (MathArena repeated-run mean)60.0
Artificial Analysis Progress Index v1190
BALROG19.5
BALROG — BabaIsAI (LLM)40.0
BALROG — BabyAI (LLM)48.0
BALROG — Crafter (LLM)15.0
BALROG — MiniHack (LLM)2.5
BALROG — NetHack (LLM)0.7
BALROG — TextWorld (LLM)10.6
BBH (Open LLM Leaderboard v2)42.0
BigCodeBench Complete54.9
BigCodeBench Instruct43.9
BigCodeBench-Hard Complete29.1
BigCodeBench-Hard Instruct23.6
BRIDGE Medical (chain-of-thought)38.7
BRIDGE Medical (few-shot)44.3
BRIDGE Medical (zero-shot)39.8
BRUMO 202568.3
Capability124.6
Chess Puzzles1.0
Creative Writing v273.0
Global PIQA - Non-Parallel (Strict Exact Match)72.2
Global PIQA - Parallel (Strict Exact Match)56.5
GPQA (Open LLM Leaderboard v2)28.4
GPQA Diamond64.1
GPQA Diamond (Artificial Analysis avg@5)61.5
HMMT Feb 202533.3
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