The creation of open source Large Language Models (LLMs) is a huge opportunity for new kinds of application development. Not having to share proprietary data with a third parties like OpenAI (chatgpt) or Anthropic (Claude) means that many companies that previously would have been hesitant/unable...
Python openllm库提供了多种机器学习模型,如线性回归、逻辑回归、K均值聚类等,可以进行模型训练和评估。 以下是一个模型训练和评估的示例: fromopenllmimportLinearRegressionfromopenllm.metricsimportmean_squared_error# 初始化线性回归模型model=LinearRegression()# 拟合模型model.fit(X_scaled,y)# 预测y_pred=model...
Python openllm库支持并行处理和分布式计算,能够加速大规模数据的处理和分析过程。 并行处理 Python openllm的并行处理功能通过多线程或多进程来同时处理数据,从而提高处理速度。 以下是一个并行处理数据的示例: from openllm import ParallelProcessing # 初始化并行处理对象 parallel = ParallelProcessing() # 并行处理数...
from openllm import KMeansClustering from openllm import DataLoader import matplotlib.pyplot as plt # 加载顾客购买记录数据集 loader = DataLoader('customer_data.csv') X, _ = loader.load_data # 初始化K均值聚类模型 kmeans = KMeansClustering(n_clusters=3) # 拟合模型并进行聚类 clusters = kmeans...
OpenLLM 框架支持内置的开箱即用的 HTTP API。在服务的首页,显示一个 Swagger 页面,列出了所有服务支持的 HTTP 端点。你甚至可以在这里直接与服务进行交互和测试,输入提示并获取 JSON 格式的响应体,就像我们之前在命令行中演示的一样。 由于我们暴露了 HTTP 接口,因此无论使用 Python、Node 还是 Curl 等任何能够访...
Open Interpreter 利用 OpenAI 的函数调用 API,并定义了一个名为 run_code 的函数,GPT-4 可以使用该函数来指定它想要使用 Python、R、shell、Applescript、Javascript 或 HTML 运行代码。 每个请求都会发送以下函数架构: function_schema = { "name": "run_code", "description": "Executes code on the user'...
OpenLLM is an open-source platform designed to facilitate the deployment and operation of large language models (LLMs) in real-world applications. With OpenLLM, you can run inference on any open-source LLM, deploy them on the cloud or on-premises, and build powerful AI applications....
> python query.py Answer: "positive" Full documentation of the service’s API is available here. Summary By following the steps in this blog post, you can seamlessly deploy Falcon LLMs (or other OSS large language models) within the secure, private GKE Autopilot cluster. This approach allows...
Dify is an open-source LLM app development platform. Its intuitive interface combines AI workflow, RAG pipeline, agent capabilities, model management, observability features and more, letting you quickly go from prototype to production. Here's a list of the core features: 1. Workflow: Build an...
By building open source solutions on common data standards,hikaya will be able to help nonprofits worldwide improve their delivery of goods and services to those most in need while making reporting to funders more transparent. https://github.com/hikaya-io ...