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Local Deployment

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php中文网 Courses
php中文网 Courses
May 22, 2025 · Backend Development

Building an Offline PHP API Self‑Service Terminal

This article explains how to design and implement a fully offline self‑service terminal using PHP, covering the reasons for a local solution, three‑tier architecture, UI, API layer, data storage options, security, performance optimizations, deployment strategies, and real‑world use cases.

Backend DevelopmentEdge ComputingLocal Deployment
0 likes · 8 min read
Building an Offline PHP API Self‑Service Terminal
Java Architecture Diary
Java Architecture Diary
May 19, 2025 · Artificial Intelligence

How Ollama 0.7 Unlocks Local Multimodal AI with One Command

Ollama 0.7 introduces a fully re‑engineered core that brings seamless multimodal model support, lists top visual models, showcases OCR and image analysis capabilities, explains technical breakthroughs, and provides a quick three‑step guide to deploy powerful local AI vision.

AI EngineeringAI modelsImage Recognition
0 likes · 7 min read
How Ollama 0.7 Unlocks Local Multimodal AI with One Command
Java Architecture Diary
Java Architecture Diary
Mar 19, 2025 · Artificial Intelligence

Unlocking Google’s Gemma 3: Multimodal Power, 128k Context & Local Deployment Guide

This article introduces Google’s open‑source Gemma 3 model, highlighting its multimodal capabilities, massive 128k token context window, multilingual support, and provides step‑by‑step instructions for installing Ollama, pulling the model, and running local tests with code examples.

AI modelGemma 3Local Deployment
0 likes · 7 min read
Unlocking Google’s Gemma 3: Multimodal Power, 128k Context & Local Deployment Guide
Java Architect Essentials
Java Architect Essentials
Mar 2, 2025 · Artificial Intelligence

Zero‑Code Local Deployment of DeepSeek LLM on Consumer GPUs Using Ollama

This guide explains why DeepSeek is a compelling GPT‑4‑level alternative, provides hardware recommendations for various model sizes, and walks through a three‑step Windows deployment using Ollama, including installation, environment configuration, model download, performance tuning, and common troubleshooting tips.

AIDeepSeekGPU
0 likes · 8 min read
Zero‑Code Local Deployment of DeepSeek LLM on Consumer GPUs Using Ollama
Efficient Ops
Efficient Ops
Feb 25, 2025 · Artificial Intelligence

How to Deploy DeepSeek R1 Locally: A Step‑by‑Step Guide for AI Enthusiasts

This guide explains what DeepSeek R1 is, compares its full and distilled versions, details hardware requirements for Linux, Windows, and macOS, and provides step‑by‑step instructions for local deployment using Ollama, LM Studio, Docker, and visual interfaces like Open‑WebUI and Dify.

AI modelDeepSeekDify
0 likes · 9 min read
How to Deploy DeepSeek R1 Locally: A Step‑by‑Step Guide for AI Enthusiasts
Top Architect
Top Architect
Feb 20, 2025 · Artificial Intelligence

Deploying DeepSeek R1 671B Model Locally with Ollama and Dynamic Quantization

This guide explains how to download, quantize, and run the full‑size 671‑billion‑parameter DeepSeek R1 model on local hardware using Ollama, covering model selection, hardware requirements, step‑by‑step deployment commands, optional web UI setup, performance observations, and practical recommendations.

AIDeepSeekLocal Deployment
0 likes · 16 min read
Deploying DeepSeek R1 671B Model Locally with Ollama and Dynamic Quantization
Cognitive Technology Team
Cognitive Technology Team
Feb 12, 2025 · Artificial Intelligence

Step-by-Step Guide to Deploy DeepSeek AI Locally on macOS with Ollama and Chatbox AI

This article provides a comprehensive tutorial on installing Ollama, downloading and running the DeepSeek‑R1 model on a Mac, explains the benefits of local deployment for stability and privacy, and shows how to integrate the model with the Chatbox AI visual interface.

AIDeepSeekLocal Deployment
0 likes · 5 min read
Step-by-Step Guide to Deploy DeepSeek AI Locally on macOS with Ollama and Chatbox AI
Top Architect
Top Architect
Feb 6, 2025 · Artificial Intelligence

Deploying DeepSeek R1 671B Model Locally with Ollama: Quantization, Hardware Requirements, and Step‑by‑Step Guide

This article provides a comprehensive tutorial on locally deploying the full‑size DeepSeek R1 671B model using Ollama, covering dynamic quantization options, hardware specifications, detailed installation commands, configuration files, performance observations, and practical recommendations for consumer‑grade systems.

AIDeepSeekGPU
0 likes · 14 min read
Deploying DeepSeek R1 671B Model Locally with Ollama: Quantization, Hardware Requirements, and Step‑by‑Step Guide
Code Mala Tang
Code Mala Tang
Feb 2, 2025 · Artificial Intelligence

How to Deploy DeepSeek AI Coding Assistant Locally: A Step‑by‑Step Guide

This guide walks you through the hardware and software prerequisites, Docker-based installation, environment configuration, model fine‑tuning, IDE integration, maintenance, and troubleshooting for running the DeepSeek AI programming assistant entirely on your own machine.

AI coding assistantDeepSeekDocker
0 likes · 12 min read
How to Deploy DeepSeek AI Coding Assistant Locally: A Step‑by‑Step Guide
Rare Earth Juejin Tech Community
Rare Earth Juejin Tech Community
Apr 1, 2024 · Artificial Intelligence

Deploying and Using Ollama Large Language Models Locally with Streamlit

This guide explains how to install Ollama, explore its supported open‑source LLMs, use its REST API for generation, chat, and embeddings, and build a Streamlit‑based web chat application that runs locally on your machine.

AIAPILocal Deployment
0 likes · 6 min read
Deploying and Using Ollama Large Language Models Locally with Streamlit
Ant R&D Efficiency
Ant R&D Efficiency
Sep 25, 2023 · Artificial Intelligence

Running LLaMA 7B Model Locally on a Single Machine

This guide shows how to download, convert, 4‑bit quantize, and run Meta’s 7‑billion‑parameter LLaMA model on a single 16‑inch Apple laptop using Python, torch, and the llama.cpp repository, demonstrating that the quantized model fits in memory and generates responses quickly, with optional scaling to larger models.

7B modelAILLaMA
0 likes · 5 min read
Running LLaMA 7B Model Locally on a Single Machine
WeiLi Technology Team
WeiLi Technology Team
May 8, 2023 · Artificial Intelligence

How to Run GPT‑2 Locally: Complete Setup and Code Adjustments

This guide explains the GPT‑2 background, required software, environment configuration, code modifications for TensorFlow 2.x, data download, execution commands, and sample test results, providing a full step‑by‑step process for local deployment of the model.

AIGPT-2Local Deployment
0 likes · 7 min read
How to Run GPT‑2 Locally: Complete Setup and Code Adjustments