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DeepSeek Open Sources DeepSeek R1 LLM with Performance Comparable To OpenAI's O1 Model
uwcjosef611389 edited this page 7 days ago
DeepSeek open-sourced DeepSeek-R1, an LLM fine-tuned with reinforcement knowing (RL) to enhance reasoning ability. DeepSeek-R1 attains results on par with OpenAI's o1 design on numerous standards, consisting of MATH-500 and SWE-bench.
DeepSeek-R1 is based on DeepSeek-V3, a mixture of specialists (MoE) design just recently open-sourced by DeepSeek. This base model is fine-tuned using Group Relative Policy Optimization (GRPO), a reasoning-oriented variant of RL. The research group also performed knowledge distillation from DeepSeek-R1 to open-source Qwen and Llama models and launched a number of variations of each