1
DeepSeek Open Sources DeepSeek R1 LLM with Performance Comparable To OpenAI's O1 Model
Ardis Saxon 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 OpenAI's o1 design on numerous benchmarks, consisting of MATH-500 and SWE-bench.
DeepSeek-R1 is based on DeepSeek-V3, a mix of experts (MoE) design just recently open-sourced by DeepSeek. This base design is fine-tuned using Group Relative Policy Optimization (GRPO), a reasoning-oriented version of RL. The research group also performed knowledge distillation from DeepSeek-R1 to open-source Qwen and Llama designs and launched several variations of each