Model Memory Calculator是HuggingFace的Accelerate推出的一个网页工具,你可以直接输入HuggingFace上某个模型地址,它就会估计这个模型运行所需要的显存大小,包括推理和使用Adam进行训练的显存估计。 这个工具估算大模型最小推荐显存资源的方式是用最大层的大小(the minimum recommended vRAM)来表示的。而训练这个模型所需的训练...
根据官方的说法,最准确的时候,这个工具估算出来的显存大小与实际估计的误差可能也就50MB左右(例如,bert-base-cased模型实际运行需要413.68MB,而这个工具估算的结果是413.18MB)。 使用Model Memory Calculator估算大模型显存的实测 这个工具的使用非常简单,如下图所示,你只需要找到对应的模型所在的HuggingFace地址,直接输入...
以严格的参数格式调用工具: 例如,在尝试计算一辆汽车 10 分钟内行驶 3 公里的速度时,你必须调用Calculator工具,通过distance除以time来计算: 即便你的 Calculator 工具接受 JSON 格式的调用{“tool”: “Calculator”, “args”: “3km/10min”},也存在许多陷阱,例如: 工具名称拼写错误:“calculator”或“Compute”...
- external: https://huggingface.co/calculator title: "How Big Should My Language Model Be?" author: teven date: June 8, 2020 tags: - research - nlp - external: https://yjernite.github.io/lfqa.html title: "Long Form Question Answering with ELI5" author: yjernite date: June 17...
Essentially that was our first attempt, a calculator, and then we helped create a package called code carbon which actually does that in real-time. So it's gonna run in parallel to whatever you're doing training a model and then at the end spit out an estimate of the car...
Note: This section is originally taken from theDALLE-MINI model card, was used for Stable Diffusion v1, but applies in the same way to Stable Diffusion v2. The model should not be used to intentionally create or disseminate images that create hostile or alienating environments for people. Thi...
The BERT model was pretrained on the 104 languages with the largest Wikipedias. You can find the complete list here. Training procedure Preprocessing The texts are lowercased and tokenized using WordPiece and a shared vocabulary size of 110,000. The languages with a larger Wikipedia are under-sam...
The model should not be used to intentionally create or disseminate images that create hostile or alienating environments for people. This includes generating images that people would foreseeably find disturbing, distressing, or offensive; or content that propagates historical or current stereotypes. ...
Note: This section is taken from theDALLE-MINI model card, but applies in the same way to Stable Diffusion v1. The model should not be used to intentionally create or disseminate images that create hostile or alienating environments for people. This includes generating images that people would ...
Model Memory Calculator是HuggingFace的Accelerate推出的一个网页工具,你可以直接输入HuggingFace上某个模型地址,它就会估计这个模型运行所需要的显存大小,包括推理和使用Adam进行训练的显存估计。 这个工具估算大模型最小推荐显存资源的方式是用最大层的大小(the minimum recommended vRAM)来表示的。而训练这个模型所需的训练...