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DeepSeek Open Sources DeepSeek R1 LLM with Performance Comparable To OpenAI's O1 Model
jeremyseeley42 edited this page 2 months ago
DeepSeek open-sourced DeepSeek-R1, an LLM fine-tuned with reinforcement learning (RL) to improve thinking capability. DeepSeek-R1 attains results on par with o1 design on numerous benchmarks, consisting of MATH-500 and SWE-bench.
DeepSeek-R1 is based upon DeepSeek-V3, a mixture of experts (MoE) design just recently open-sourced by DeepSeek. This base model is fine-tuned utilizing Group Relative Policy Optimization (GRPO), engel-und-waisen.de a reasoning-oriented variant of RL. The research group likewise performed knowledge distillation from DeepSeek-R1 to open-source Qwen and Llama designs and launched numerous versions of each