LMFlow Benchmarkis an automatic evaluation framework for open-source large language models. We use negative log likelihood (NLL) as the metric to evaluate different aspects of a language model: chitchat, commonsense reasoning, and instruction following abilities. ...
然而,训练大模型需要的时空消耗依然居高不下,给大模型的普及和发展带来了巨大困难。面对这一挑战,原先在计算机视觉领域流行的 LoRA 技术成功转型大模型 [1][2],带来了接近 2 倍的时间加速和理论最高 8 倍的空间压缩,将微调技术带进千家万户。 但LoRA 技术仍存在一定的挑战。一是 LoRA 技术在很多任务上还没有...
Over 60 standard academic benchmarks for LLMs, with hundreds of subtasks and variants implemented. Support for models loaded viatransformers(including quantization viaAutoGPTQ),GPT-NeoX, andMegatron-DeepSpeed, with a flexible tokenization-agnostic interface. Support for fast and memory-efficient inferen...
首先是代表综合性能的 PC Mark10,酷睿 Ultra 9 285K 的综合分数为 11186 分,生产力子分数为 12677 分。 在3D 渲染软件 V-Ray BenchMark 6 的 CPU 测试中,酷睿 Ultra 9 285K 达到了 42448 分的成绩。 在视频剪辑测试插件 PugetBench For PS 和 PR 中,酷睿 Ultra 9 285K 分别得到了 1557 分的 PS ...
TheHDCytoDatapackage is an extensible resource containing a set of publicly available high-dimensional flow cytometry and mass cytometry (CyTOF) benchmark datasets, which have been formatted intoSummarizedExperimentandflowSetBioconductor object formats. The data objects are hosted on Bioconductor'sExperimentH...
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You can directly run the LMFlow benchmark evaluation to obtain the results to participate in the LLM comparision. For example, to run GPT2 XL, one may execute bash ./scripts/run_benchmark.sh --model_name_or_path gpt2-xl --model_name_or_path is required, you may fill in huggingface ...