Utilizing 7 Deepseek Strategies Like The pros
The freshest mannequin, released by DeepSeek in August 2024, is an optimized model of their open-supply mannequin for theorem proving in Lean 4, DeepSeek-Prover-V1.5. Below we present our ablation research on the techniques we employed for the policy model. Our remaining solutions were derived by means of a weighted majority voting system, which consists of generating a number of solutions with a coverage model, assigning a weight to each answer using a reward mannequin, and then choosing the answer with the very best complete weight. Multiple estimates put DeepSeek in the 20K (on ChinaTalk) to 50K (Dylan Patel) A100 equivalent of GPUs. The minimal deployment unit of the decoding stage consists of forty nodes with 320 GPUs.
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