发布日期 | 博客标题 | 源文件 | 中文翻译文档链接 | 认领人 ------------|----------------------------------------------------------------------------------------------------------------------------------------------|--------------------------------------------------------------------------------------------------------------------------------------------|-------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|-------------------- 2023-04-13 | [Train and Deploy BLOOM with Amazon SageMaker and PEFT](https://www.philschmid.de/bloom-sagemaker-peft) | [GitHub](https://github.com/huggingface/notebooks/blob/main/sagemaker/24_train_bloom_peft_lora/sagemaker-notebook.ipynb) | [2023-04-13-bloom-sagemaker-peft.ipynb](https://github.com/huggingface-cn/translation/blob/main/philschmid/2023-04-13-bloom-sagemaker-peft.ipynb) | xiaodouzi666 (已认领) 2023-04-04 | [Introducing IGEL an instruction-tuned German large Language Model](https://www.philschmid.de/introducing-igel) | 无 | [2023-04-04-introducing-igel.md](https://github.com/huggingface-cn/translation/blob/main/philschmid/2023-04-04-introducing-igel.md) | 2023-03-23 | [Efficient Large Language Model training with LoRA and Hugging Face](https://www.philschmid.de/fine-tune-flan-t5-peft) | [GitHub](https://github.com/philschmid/deep-learning-pytorch-huggingface/blob/main/training/peft-flan-t5-int8-summarization.ipynb) | [2023-03-23-fine-tune-flan-t5-peft.ipynb](https://github.com/huggingface-cn/translation/blob/main/philschmid/2023-03-23-fine-tune-flan-t5-peft.ipynb) | Matrix Yao (已发布) 2023-03-20 | [Deploy FLAN-UL2 20B on Amazon SageMaker](https://www.philschmid.de/deploy-flan-ul2-sagemaker) | [GitHub](https://github.com/philschmid/amazon-sagemaker-flan-ul2/blob/main/sagemaker-notebook.ipynb) | [2023-03-20-deploy-flan-ul2-sagemaker.ipynb](https://github.com/huggingface-cn/translation/blob/main/philschmid/2023-03-20-deploy-flan-ul2-sagemaker.ipynb) | 2023-03-16 | [Getting started with Pytorch 2.0 and Hugging Face Transformer](https://www.philschmid.de/getting-started-pytorch-2-0-transformers) | [GitHub](https://github.com/philschmid/deep-learning-pytorch-huggingface/blob/main/training/pytorch-2-0-bert-text-classification.ipynb) | [2023-03-16-getting-started-pytorch-2-0-transformers.ipynb](https://github.com/huggingface-cn/translation/blob/main/philschmid/2023-03-16-getting-started-pytorch-2-0-transformers.ipynb) | VermillionDe (已认领) 2023-03-03 | [Controlled text-to-image generation with ControlNet on Inference Endpoints](https://www.philschmid.de/stable-diffusion-controlnet-endpoint) | 无 | [2023-03-03-stable-diffusion-controlnet-endpoint.md](https://github.com/huggingface-cn/translation/edit/main/philschmid/2023-03-03-stable-diffusion-controlnet-endpoint.md) | VermillionDe (已认领) 2023-02-22 | [Combine Amazon SageMaker and DeepSpeed to fine-tune FLAN-T5 XXL](https://www.philschmid.de/sagemaker-deepspeed) | [GitHub](https://github.com/philschmid/deepspeed-sagemaker-example/blob/main/sagemaker-notebook.ipynb) | [2023-02-22-sagemaker-deepspeed.ipynb](https://github.com/huggingface-cn/translation/blob/main/philschmid/2023-02-22-sagemaker-deepspeed.ipynb) | 2023-02-16 | [Fine-tune FLAN-T5 XL/XXL using DeepSpeed & Hugging Face Transformers](https://www.philschmid.de/fine-tune-flan-t5-deepspeed) | [GitHub](https://github.com/philschmid/deep-learning-pytorch-huggingface/blob/main/training/deepseed-flan-t5-summarization.ipynb) | 2023-02-16-fine-tune-flan-t5-deepspeed.ipynb | Matrix Yao (已完成) 2023-02-08 | [Deploy FLAN-T5 XXL on Amazon SageMaker](https://www.philschmid.de/deploy-flan-t5-sagemaker) | [GitHub](https://github.com/philschmid/amazon-sagemaker-flan-t5-xxl/blob/main/sagemaker-notebook.ipynb) | [2023-02-08-deploy-flan-t5-sagemaker.ipynb](https://github.com/huggingface-cn/translation/blob/main/philschmid/2023-02-08-deploy-flan-t5-sagemaker.ipynb) | 2023-01-26 | [Hugging Face Transformers Examples](https://www.philschmid.de/huggingface-transformers-examples) | 无 | [2023-01-26-huggingface-transformers-examples.md](https://github.com/huggingface-cn/translation/blob/main/philschmid/2023-01-26-huggingface-transformers-examples.md) | 2023-01-16 | [Getting started with Transformers and TPU using PyTorch](https://www.philschmid.de/getting-started-tpu-transformers) | [GitHub](https://github.com/philschmid/deep-learning-pytorch-huggingface/blob/main/training/accelerate-tpu-bert-text-classification.ipynb) | [2023-01-16-getting-started-tpu-transformers.ipynb](https://github.com/huggingface-cn/translation/blob/main/philschmid/2023-01-16-getting-started-tpu-transformers.ipynb) |
