hugging face的Transformer库能够训练已经实现到这个库里的模型、微调预训练模型和推理,自己从头搭建一个模型的话建议参考以下仓库,在训练完成之后再嵌入到hugging face: https://github.com/facebookresearch/…
A good introductory tutorial to do so is An Introduction to Using Transformers and Hugging Face. Fine-tuning is a concept you should be aware of as well, as most of the time, models need to be optimized for specific goals. You can learn how to fine-tune a model with the An ...
在本例中，我们使用 AWS 预置的 PyTorch 深度学习 AMI，其已安装了正确的 CUDA 驱动程序和 PyTorch。在此基础上，我们还需要安装一些 Hugging Face 库，包括 transformers 和 datasets。运行下面的代码就可安装所有需要的包。https://docs.aws.amazon.com/dlami/latest/devguide/tutorial-pytorch.html # install ...
Hugging Face created a Playground where you can test a selection of the available LLMs. While this chat app doesn't have as many features as ChatGPT, it can give you a good feel of the quality of each model—so you can then choose whether you want to build with it. You can try mo...
Tutorial Hugging Face's Text Generation Inference Toolkit for LLMs - A Game Changer in AI A comprehensive guide to Hugging Face Text Generation Inference for self-hosting large language models on local devices. Josep Ferrer 11 min Tutorial An Introduction to Using Transformers and Hugging Face ...
For how to run an inference request, refer to theClientsection of this tutorial. Create Engines for each model [skip this step if you already have an engine]# TensorRT-LLM requires each model to be compiled for the configuration you need before running. To do so, b...
在本例中,我们使用 AWS 预置的 PyTorch 深度学习 AMI,其已安装了正确的 CUDA 驱动程序和 PyTorch。在此基础上,我们还需要安装一些 Hugging Face 库,包括 transformers 和 datasets。运行下面的代码就可安装所有需要的包。https://docs.aws.amazon.com/dlami/latest/devguide/tutorial-pytorch.html ...
01-ai/Yi-VL-34B · Hugging Face Yi-VL-34B模型托管在Hugging Face上,是全球首个开源的340亿视觉语言模型,代表了人工智能领域的重大进展。它以其双语多模态能力脱颖而出,可以进行英文和中文的多轮文本-图像对话。该模型在图像理解方面表现出色,并在MMMU和CMMMU等基准测试中... 内容导读 Yi-VL-34B模型托管在...
在本例中,我们使用 AWS 预置的 PyTorch 深度学习 AMI,其已安装了正确的 CUDA 驱动程序和 PyTorch。在此基础上,我们还需要安装一些 Hugging Face 库,包括 transformers 和 datasets。运行下面的代码就可安装所有需要的包。 https://docs.aws.amazon.com/dlami/latest/devguide/tutorial-pytorch.html ...
Query the pipeline and interact with the LLM. Transformers, PyTorch and Hugging Face This tutorial creates a virtual Python environment and installs the required PyTorch and Hugging Face dependencies with the following PIP installs: pip3 install --pre torch torchvision torchaudio --extra-index-url...