DeepSeek open-sourced DeepSeek-R1, an LLM fine-tuned with support knowing (RL) to enhance reasoning ability. DeepSeek-R1 attains outcomes on par with OpenAI's o1 model on a number of benchmarks, including MATH-500 and SWE-bench.
DeepSeek-R1 is based upon DeepSeek-V3, a mixture of professionals (MoE) model recently open-sourced by DeepSeek. This base model is fine-tuned utilizing Group Relative Policy Optimization (GRPO), garagesale.es a reasoning-oriented version of RL. The research study team also performed knowledge distillation from DeepSeek-R1 to open-source Qwen and Llama models and launched several variations of each
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DeepSeek Open Sources DeepSeek R1 LLM with Performance Comparable To OpenAI's O1 Model
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