DeepSeek open-sourced DeepSeek-R1, wiki.snooze-hotelsoftware.de an LLM fine-tuned with reinforcement knowing (RL) to enhance thinking capability. DeepSeek-R1 attains outcomes on par with OpenAI’s o1 model on numerous criteria, including MATH-500 and SWE-bench.

DeepSeek-R1 is based upon DeepSeek-V3, a mix of professionals (MoE) design recently open-sourced by DeepSeek. This base design is fine-tuned utilizing Group Relative Policy Optimization (GRPO), a reasoning-oriented variant of RL. The research group also carried out understanding distillation from DeepSeek-R1 to open-source Qwen and setiathome.berkeley.edu Llama designs and released a number of variations of each