1
DeepSeek Open Sources DeepSeek R1 LLM with Performance Comparable To OpenAI's O1 Model
bethanycharter edited this page 2 months ago
DeepSeek-R1, an LLM fine-tuned with support learning (RL) to improve reasoning ability. DeepSeek-R1 attains outcomes 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 mixture of experts (MoE) model recently open-sourced by DeepSeek. This base design is fine-tuned using Group Relative Policy Optimization (GRPO), a reasoning-oriented variation of RL. The research study group also performed knowledge distillation from DeepSeek-R1 to open-source Qwen and Llama models and launched several variations of each