推理引擎：支持 Qwen2.5-1.5B 模型，输出对齐 HuggingFace。通过 Triton kernel 的 kernel fusion 实现、CUDA Graph 加速、Continuous Batching和 Prefix Caching 实现推理加速。在 5070 单卡上单 batch 实现 Qwen2.5-1.5B ...

Scientists have long sought to derive models from extensive observational input–output data, ensuring these models accurately capture the underlying mapping from inputs to outputs while remaining ...

Large language models (LLMs) are increasingly utilized for complex tasks requiring multiple generation calls, advanced prompting techniques, control flow, and structured inputs/outputs. However, ...

Great knowledge was gained about the computational substrate of the brain, but the way in which components and entities interact to perform information processing still remains a secret. Complex and ...

The main way of analyzing biological sequences is by comparing and aligning them to each other. It remains difficult, however, to compare modern multi-billionbase DNA data sets. The difficulty is ...

We strongly recommend you to run SMART using the r650 instances on CloudLab as the code has been thoroughly tested there. We haven't done any test in other hardware environment. If you want to ...