一键部署 Hugging Face 模型 API Server WebUI 离线推理 部署4bit 量化模型 构建量化模型 使用量化模型 结语 Hugging Face 平台在人工智能研究,尤其是自然语言处理领域产生深远影响,平台通过提供易用的接口、丰富的预训练模型和开源工具如 transformers,简化了语言模型的使用难度, 大大降低了 NLP 应用的开发门槛。另外...
LMDeploy 是一个开源的模型部署工具,它允许用户将预训练模型转换为可部署的格式,并提供了多种部署选项,如 HTTP API、gRPC、WebSocket 等。而 transformers 是 Hugging Face 提供的 Python 库,用于加载和转换 Hugging Face 模型。通过将 LMDeploy 和 transformers 结合使用,我们可以轻松地将 Hugging Face 模型部署到生...
40 - Load Data with Hugging Face Datasets Library 07:39 41 - Data Tokenization 08:07 42 - Build Model Evaluation Function 03:16 43 - Model Building and Training 08:05 44 - Model Save and Load for Inference 05:31 45 - Push Model to AWS S3 Part 1 06:42 46 - Push Model ...
这个参数用于指定模型的格式。hf代表 “Hugging Face” 格式。Hugging Face 是一个知名的提供大量预训练模型和相关工具的平台,其模型格式有一定的规范和特点。通过指定这个参数,系统就知道要加载的模型是按照 Hugging Face 格式存储的,从而可以使用相应的方法来正确地读取和处理模型数据。 --quant - policy 0 该参数...
hugging-face-endpoints-on-azure.md image-search-datasets.md infinity-cpu-performance.md intel.md introducing-private-hub.md large-language-models.md lewis-tunstall-interview.md long-range-transformers.md meg-mitchell-interview.md megatron-training.md ml-director-insights-2.md ml-director...
hugging-face-endpoints-on-azure.md image-search-datasets.md image-similarity.md inference-endpoints.md inference-update.md infinity-cpu-performance.md informer.md intel-sapphire-rapids-inference.md intel-sapphire-rapids.md intel.md interns-2023.md intro-graphml.md introducing-csearch.md...
deployments, manage traffic and scaling the Endpoints hub. You also use the Test tab on the endpoint page to test the model with sample inputs. Sample inputs are available on the model page. You can find input format, parameters and sample inputs on theHugging Face hub inference API ...
Choose from Hugging Face, NVIDIA NIM, or your own private models. Enable Choice for Enterprise AI Run enterprise AI securely, on-premises, or in public clouds on any CNCF-certified Kubernetes runtime while leveraging your current AI tools....
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Scenario-based model deployment:EASprovides various scenario-specific deployment solutions that are suitable for different models, such as ModelScope, Hugging Face, Triton, TFServing, Stable Diffusion (for AI painting), and pre-trained large language models (LLMs). EAS provides simplified deployment...