2023年9月

至于如何评估一个模型的好坏：MTEB Leaderboard - a Hugging Face Space by mteb (https://huggingface.co/spaces/mteb/leaderboard)是针对大规模文本表示学习方法的一个评测排行榜。这个排行榜会将文本向量化模型在大量的评测数据集:文本分类，聚类，文本排序，文本召回等大量数据集上进行评测，并给出一个平均的分数，来评估这个模型文本embeding的能力。

一、查看GPU型号

查看GPU型号：lspci | grep -i nvidia

10:00.0 3D controller: NVIDIA Corporation Device 20f3 (rev a1)
16:00.0 3D controller: NVIDIA Corporation Device 20f3 (rev a1)
49:00.0 3D controller: NVIDIA Corporation Device 20f3 (rev a1)
4d:00.0 3D controller: NVIDIA Corporation Device 20f3 (rev a1)
54:00.0 Bridge: NVIDIA Corporation Device 1af1 (rev a1)
55:00.0 Bridge: NVIDIA Corporation Device 1af1 (rev a1)
56:00.0 Bridge: NVIDIA Corporation Device 1af1 (rev a1)
57:00.0 Bridge: NVIDIA Corporation Device 1af1 (rev a1)
58:00.0 Bridge: NVIDIA Corporation Device 1af1 (rev a1)
59:00.0 Bridge: NVIDIA Corporation Device 1af1 (rev a1)
89:00.0 3D controller: NVIDIA Corporation Device 20f3 (rev a1)
8e:00.0 3D controller: NVIDIA Corporation Device 20f3 (rev a1)
c5:00.0 3D controller: NVIDIA Corporation Device 20f3 (rev a1)
c9:00.0 3D controller: NVIDIA Corporation Device 20f3 (rev a1)

通过网址：https://admin.pci-ids.ucw.cz/read/PC/10de/20f3 查看具体型号

2.A100，A800，H100，H800GPU的区别

8_r.jpg

参考
1.https://www.zhihu.com/question/618932114/answer/3192465335