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Why AI Big Model Training Needs Proxy IPs?Revealing the Key to Data Crawling
2026年某电商平台的AI客服训练遭遇瓶颈——模型总是把墨西哥用户咨询的”taco调料”识别成”日式寿司材料”。工程师追查发现，训练时用的美食图片90%来自亚洲网站。这就像让只吃过川菜的…
From Principle to Practice: the Critical Role of Agent IP in AI Multimodal Large Model Training
Proxy IP and the Chemistry of AI Multimodal Training When training large AI multimodal models, engineers often encounter the dilemma that when the model needs to learn graphical data features from different regions, frequent accesses from a single IP address will trigger the anti-crawl mechanism, resulting in the interruption of critical data flow. At this point, proxy IPs are...
Professional foreign proxy ip service provider-IPIPGO
Enterprise-class proxy pool building program: Python + Scrapy automatic IP switching
First, the need for the existence of enterprise-level proxy pools In batch data collection scenarios, frequent requests from a single IP will trigger the protection mechanism of the target website. Recently, we have tested and found that an e-commerce platform will trigger the CAPTCHA if the frequency of visits to the same IP exceeds 30 times/minute. At this time it is necessary for the proxy pool to automatically switch IP...
Dynamic Residential Proxy IP vs Data Center IP: Which is better for crawlers?
Last month, a price comparison software customers to find me: "with the ordinary proxy to catch the e-commerce platform, just run two days IP all blocked!" The problem is that the IP of the server room is used, and today, through three real cases, we will take you to find out the temperament of the two proxies. One...
SOCKS5 proxy server setup tutorial: Windows/Linux one-click configuration
Last week, I helped a friend deal with the problem of cross-border e-commerce stores being blocked, and found that when he used a self-built proxy to log in to his account in bulk, there were 83% requests that were recognized as abnormal traffic. In fact, there is nothing wrong with the self-built SOCKS5 proxy, but many people ignore the configuration details. Today, we share two sets of configuration programs that have been verified in the field, so that you...
2026年最新免费代理IP地址列表（每日更新可用）
Lest recently a friend doing e-commerce complained: "The platform suddenly upgraded the wind control, and the product detail page was blocked after 10 times of brushing with its own IP!" This unexpected situation is too common in the field of data collection, account management, etc. Today, we will teach you to use a free proxy IP + professional tools for the combination of...
Dynamic IP Proxy Cost Calculator｜Pay Per View vs.
Uncalculated proxy bill? Please take this cost comparison table Last week a friend doing e-commerce complained that the proxy IP cost suddenly rose three times last month, only to find out later that the surge in business volume led to overpayment by volume. As a global proxy IP service provider, ipipgo's technical team has organized this set of dynamic IP cost...
Socks5 Proxy Server Load Balancing｜HAProxy Configuration
Why does your proxy always drop out? Try this load balancing solution Many users have encountered this trouble when using proxy IP: a single proxy server is not stable, frequent dropouts need to be manually switched. As a global proxy IP service provider, ipipgo's technical team recommends the use of HAProxy + Socks5 negative ...
Proxy IP Software Multi-Protocol Support｜HTTP/HTTPS/Socks5
Proxy IP Protocol Selection Pit Avoidance Guide: Don't Let Protocol Selection Errors Ruin Your Business Last week a friend doing cross-border e-commerce asked me: "Obviously using a proxy IP, how to collect data or be blocked?" Inspection found that he gave the crawler program with HTTP proxy, but the actual need to deal with encrypted interfaces - this...
When Crawlers Meet Proxy Pools: How Distributed Architecture Solves IP Problems
Friends who have done data collection know that the biggest headache is not writing crawler code, but just grabbing a few hundred pieces of data IP is blocked. Today we will talk about how to use distributed architecture and Redis clusters, with a professional proxy service provider ipipgo, to create a proxy pool that never breaks food. First, the proxy pool of three ...
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