zero-Shot lmage Classification(零样本图像分类)、lmage-to-Image(图像到图像的任务)、Unconditional lmage Generation(无条件图像生成)、Object Detection(目标检测)、Video Classification(视频分类)、Depth Estimation(深度估计,估计拍摄者距离图像各处的距离)
from diffusersimportUNet2DModel # Create a model model = UNet2DModel( sample_size=image_size, # the target image resolution in_channels=3, # the number of input channels,3forRGB images out_channels=3, # the number of output channels layers_per_block=2, # how many ResNet layers to use...
store_model_in_db 保存在线的模型修改 database_url UI 界面的管理需要数据库支持 Docker 配置 如果希望避免手动配置 Python 环境和数据库,官方提供了 Docker 部署方式。文档:Docker 部署。 以下是个人经过调整并验证有效的 docker-compose.yaml: version: "3.9" services: db: image: postgres:latest container_na...
prompt = processor.apply_chat_template(messages, add_generation_prompt=True) inputs = processor(text=prompt, images=[image], return_tensors="pt") # Generate generated_ids = model.generate(**inputs, max_new_tokens=500) generated_texts = processor.batch_decode( generated_ids, skip_special_tok...
To immediately use a model on a given input (text, image, audio, ...), we provide thepipelineAPI. Pipelines group together a pretrained model with the preprocessing that was used during that model's training. Here is how to quickly use a pipeline to classify positive versus negative texts...
docker run --gpus all --shm-size 1g -p 8080:80 -v $volume:/data \ ghcr.io/huggingface/text-generation-inference:3.1.0 --model-id deepseek-ai/DeepSeek-R1 What's Changed Attempt to remove AWS S3 flaky cache for sccache by @mfuntowicz in #2953 Update to attention-kernels 0.2.0 ...
image-to-text Mask Generation mask-generation Visual Question Answering visual-question-answering 示例 下面是一个用户层面创建步骤 进入到huggingface模型详情页,查看对应的模型ID/模型TASK/pipeline类型 以openai/whisper-large-v3为例,获取如下三个信息,如下三个信息在详情页不全的模型不支持部署 1、model_id 2、...
4. Since HuggingFace with its inference API creates a common interface for model generation, you can try different ImageToText models changing the target model in the HuggingFaceImageToText Service initialization. Dive Deeper Please reach out if you have any questions or feedback through ourSemantic...
text2text-generation Zero-Shot Classification zero-shot-classification Document Question Answering document-question-answering Visual Question Answering visual-question-answering Image-to-Text image-to-text 大语言对话模型 您可以在官方库tasks中选择要部署的大语言对话模型,并获取大语言对话模型的MODEL_ID(模型ID...
我们首先构建一个Docker,执行命令 docker image build -t hf_model_server . ,最新的构建会有问题,我把它独立成一个repo :https://github.com/mlnethub/hugging-face-http-server。 运行容器 docker run -p 5000:5000 -d hf_model_server 访问http://localhost:5000 ...