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DeepSeek Open Sources DeepSeek R1 LLM with Performance Comparable To OpenAI's O1 Model
israelz660394 edited this page 1 month ago
DeepSeek open-sourced DeepSeek-R1, an LLM fine-tuned with support learning (RL) to improve reasoning ability. DeepSeek-R1 attains results on par with OpenAI's o1 design on several benchmarks, including MATH-500 and SWE-bench.
DeepSeek-R1 is based upon DeepSeek-V3, a mix of experts (MoE) model just recently open-sourced by DeepSeek. This base model is fine-tuned using Group Relative Policy Optimization (GRPO), a reasoning-oriented variation of RL. The research study group also performed understanding distillation from DeepSeek-R1 to open-source Qwen and Llama designs and released several versions of each