The 236B DeepSeek coder V2 runs at 25 toks/sec on a single M2 Ultra. Reinforcement Learning: The model utilizes a more subtle reinforcement studying method, together with Group Relative Policy Optimization (GRPO), which makes use of feedback from compilers and check cases, and a realized reward model to tremendous-tune the Coder. Fill-In-The-Middle (FIM): One of many particular features of this mannequin is its ability to fill in lacking parts of code. The efficiency of DeepSeek-Coder-V2 on mat...