新建一个 worker.py 文件,主要实现了 Worker 类,同时提供了api_generate接口将会被 API Server 调用以处理用户的请求。 importargparseimportasynciofromtypingimportOptionalimportrequestsimportuvicornimporttorchfromloguruimportloggerfromtransformersimportAutoTokenizer,AutoModelForCausalLMfromfastapiimportFastAPI,Requestdefloa...
Build accurate end-to-end ML models in just 3 lines of code! fromautogluon.tabularimportTabularPredictorpredictor=TabularPredictor(label="class").fit("train.csv")predictions=predictor.predict("test.csv") AutoGluon TaskQuickstartAPI TabularPredictor ...
For example, for anint: item_id:int or for a more complexItemmodel: item:Item ...and with that single declaration you get: Editor support, including: Completion. Type checks. Validation of data: Automatic and clear errors when the data is invalid. ...
量化章节中我们介绍,GGML库适合于CPU运行,因此推荐用户在CPU环境中或边缘计算中考虑cpp库进行推理。 5.FastChat FastChat Github地址: github.com/lm-sys/FastC FastChat架构:github.com/lm-sys/FastC FastChat是一个开源推理库,侧重于模型的分布式部署实现,并提供了OpenAI样式的RESTFul API。是一个开放平台,用于...
该库使用了ggml底层计算库进行推理。在使用之前需要额外将python的weights转为ggml格式或gguf格式方可使用。和llama.cpp类似,还有兼容ChatGLM模型的chatglm.cpp和兼容qwen模型的qwen.cpp和mistral的mistral.cpp。 安装依赖: 代码语言:javascript 代码运行次数:0 运行 AI代码解释 pip install modelscope 代码语言:...
ConcurrencyModel ConfigType ConfigurationKeySet Connection ContainerClass ContentLocation ControlAccess ControlFilterValue ControlNode ControlStyle CopyCallerQuery CryptoAPI Cue CueAlertCondition CueGroup CueReference DataArea DatabaseCLI DatabaseId DatabaseLog DatabaseLogType DataEntityContextEventArgs DataEntity...
INT8 Mode Arguments Sample Output Log Here is a sample log for exporting a FasterRCNN model. tao-converter-d3,544,960\-knvidia_tlt\-oNMS\/workspace/tao-experiments/faster_rcnn/resnet18_pruned.epoch45.etlt..[INFO]Sometacticsdonothavesufficientworkspacememorytorun.Increasingworkspacesizemayincreas...
ConcurrencyModel ConfigType ConfigurationKeySet Connection ContainerClass ContentLocation ControlAccess ControlFilterValue ControlNode ControlStyle CopyCallerQuery CryptoAPI Cue CueAlertCondition CueGroup CueReference DataArea DatabaseCLI DatabaseId DatabaseLog DatabaseLogType DataEntityContextEventArgs DataEntityCont...
Model Weights Inference with Command Line Interface Serving with Web GUI API Evaluation Fine-tuning Install Method 1: With pip pip3 install fschat Method 2: From source Clone this repository and navigate to the FastChat folder gitclonehttps://github.com/lm-sys/FastChat.gitcdFastChat ...
When you train the model, use Train Model.Add the Fast Forest Quantile Regression module to your experiment in Studio (classic). Set the Create trainer mode option to Single Parameter. For Number of Trees, type the maximum number of trees that can be created in the ...