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How OkkProxy Powers LLM & Machine Learning (ML) Training?

From building foundational models to fine-tuning vertical applications, OkkProxy's unlimited proxies are key to acquiring the massive, diverse, and high-quality public web data needed to fuel your model's performance.

Stable & Reliable Infrastructure icon

Stable & Reliable Infrastructure

Our enterprise-grade infrastructure ensures your data acquisition tasks are never interrupted, providing a continuous and stable data stream for AI training.

  • Up to 99.9% uptime, guaranteeing the continuity of long-duration scraping tasks
  • Smart IP rotation and failover mechanisms to automatically handle IP blocks
Scalable Architecture Tailored for AI icon

Scalable Architecture Tailored for AI

Our unlimited proxy service is designed for data-intensive workloads, allowing you to flexibly configure resources based on your model training demands.

  • Easily collect any type of public web data, including text, social media, reviews, and multimedia files
  • Customize CPU and bandwidth on-demand to achieve the optimal balance of cost and performance
Global, Unbiased Datasets icon

Global, Unbiased Datasets

Leverage our vast global IP network to acquire diverse, geo-unbiased training data, enhancing your model's generalization capabilities.

  • IP nodes cover 70+ countries, meeting multi-lingual and multi-cultural data acquisition needs
  • A fixed-cost model allows you to execute large-scale global data projects on a predictable budget
High-Quality, Clean Data Sources icon

High-Quality, Clean Data Sources

We provide a high-quality residential IP network and data structuring capabilities to ensure you feed your models with clean, usable, high-quality data.

  • A clean, unpolluted IP network to avoid data bias caused by 'dirty' IPs
  • Built-in data parsing can directly output structured data in JSON/CSV format, simplifying your preprocessing workflow
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LLM training advantages

Core Advantages of Proxies in AI & LLM Training

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    Accelerate Data Acquisition

    Dramatically reduce the time required to gather massive datasets through high concurrency and millisecond response times, speeding up model iteration.

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    Ensure Uninterrupted Training

    A stable 99.9% uptime and smart fault tolerance ensure that long-term, large-scale training data collection tasks are not unexpectedly interrupted.

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    Unrestricted Training Scale

    Tailored for AI training with no traffic, IP, or concurrency limits, allowing you to focus on the model itself, not data acquisition bottlenecks.

AI Use Cases Benefiting from Unlimited Proxies

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    Large Language Model (LLM) Training

    Collect text, code, and dialogue data from the global web at a massive, unbiased scale to train and fine-tune general or domain-specific LLMs.

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    Computer Vision (CV) Data Collection

    Efficiently scrape vast amounts of image and video data to train computer vision models for image recognition, object detection, and autonomous driving.

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    Market Sentiment & Competitive Analysis

    Monitor social media, news, and review sites in real-time to gather data for training AI models in market forecasting and intelligent analysis.

AI use cases

Why Top AI Teams Choose OkkProxy

Global, Unbiased Data
Global, Unbiased Data

A vast global IP network to acquire training data free from geographical bias.

Enterprise-Grade Efficiency
Enterprise-Grade Efficiency

A powerful infrastructure supports high-concurrency requests, dramatically boosting data collection efficiency.

Custom-Fit Solutions
Custom-Fit Solutions

Flexibly configure CPU, memory, and bandwidth resources according to your AI project's needs.

Ready-to-Use Structured Data
Ready-to-Use Structured Data

Optional structured data output in JSON/CSV format to simplify your ETL pipeline.

Strict Data Compliance
Strict Data Compliance

We adhere strictly to global data privacy regulations like GDPR and CCPA, ensuring your data collection is compliant and legal.

24/7 Expert Support
24/7 Expert Support

Our technical experts are on standby 24/7 to support your AI data acquisition projects.

Unlimited Proxy Service Pricing Plans

Server Configuration
8 Cores 16G
Bandwidth Configuration
200Mbps
$280/1IP

24 Hours

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$900/1IP

7 Days

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$2370/1IP

30 Days

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All Unlimited Proxy Plans Include

check iconUnrestricted access to our 60M+ premium residential IP pool
check iconUnmetered bandwidth & unlimited concurrent sessions
check iconBandwidth options up to 1000Mbps
check iconDedicated server resources with no sharing risk
check iconSupport for HTTP(s) & SOCKS5 protocols
check icon99.9% request success rate

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Why are proxies essential for collecting training data for Large Language Models (LLMs)?

Because LLM training demands massive, unbiased global data, which is challenged by IP blocking, geo-restrictions, and anti-bot systems. OkkProxy's unlimited residential proxies solve this by simulating real users to collect worldwide data without interruption or bias, providing a high-quality foundation for your AI models.

Which AI tools, libraries, and frameworks are compatible with OkkProxy's proxies?

Our proxies use standard HTTP(s) and SOCKS5 protocols for universal compatibility. This ensures seamless integration with any AI and web scraping tool, including popular frameworks like Scrapy, Puppeteer, Selenium, and Python libraries such as Requests.

Why are unlimited residential proxies the best choice for AI data acquisition?

Because they uniquely combine four core advantages essential for AI training: 1. Highest IP Trust ensures maximum success rates; 2. Global IP Pool eliminates data bias; 3. Predictable Costs are key for budgeting large-scale projects; 4. Unmatched Scale meets the massive data appetite of AI.

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