[ { "instruction": "user instruction (required)", "input": "user input (optional)", "output": "model response (required)", "system": "system prompt (optional)", "history": [ ["user instruction in the the first round (optional)", "model response in the first␣ �→round (optional)"], ["user instruction in the second round (optional)", "model response in the␣ �→second round (optional)"] ] } ] • sharegpt sharegpt 格式的数据集应遵循以下格式： [ { "conversations": [ { "from": "human", "value": "user instruction" }, { "from": "gpt", "value": "model response" } ], "system": "system prompt (optional)", "tools": "tool

hardware technologies like the fixed-point SIMD instructions which allows data parallelism, the SSE instruction set in x86 architecture, and similar support on ARM processors as well as on specialized DSPs like performance improvement was the availability of fixed-point SIMD instructions in Intel's SSE4 instruction set which can parallelize Multiply-Accumulate (MAC) operations. 7 Vanhoucke, Vincent, Andrew Senior

communication patterns can trigger a corner-case bug that manifests either as a hang or as an "illegal instruction" exception. A workaround for this case is to set the environment variable NCCL_PROTO=^LL128. This

作。 这种执行方式是通过向量处理单元实现的。这些处理单元有不同的名称:在ARM上叫做NEON,在x86上被称 为AVX2154。一个常见的功能是它们能够执行单指令多数据（single instruction multiple data，SIMD）操作。 图12.4.5显示了如何在ARM上的一个时钟周期中完成8个整数加法。 图12.4.5: 128位NEON矢量化 根据体系结构的选择，此类