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- ---
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- license: mit
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- ---
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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+ ---
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+ license: mit
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+ task_categories:
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+ - text-generation
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+ language:
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+ - en
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+ tags:
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+ - agent
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+ size_categories:
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+ - 100M<n<1B
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+ ---
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+
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+ # WebText-3 Corpus
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+
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+ WebText-3 is a large-scale, diverse text corpus collected from publicly available web pages. It contains cleaned and normalized sentences suitable for natural language processing (NLP), machine learning, and AI training.
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+
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+ ---
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+
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+ ## Dataset Overview
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+
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+ - **Format:** Plain text (`.txt`), one sentence per line
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+ - **Approximate Size:** 200,000+ sentences
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+ - **Languages:** Primarily English, with occasional Hebrew content
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+ - **Source Types:** Wikipedia articles, technology news sites, blogs, educational resources, social media platforms, and developer documentation
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+ - **Content Coverage:**
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+ - Artificial intelligence, machine learning, and large language models
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+ - Programming languages, software, and tools
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+ - Science, astronomy, and mathematics
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+ - Technology trends, cloud platforms, and AI research
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+ - News, politics, global events, and human-related topics
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+ - Entertainment, gaming, online culture, and social media
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+ - Miscellaneous topics such as philosophy, space, and general knowledge
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+
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+ ---
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+
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+ ## Data Characteristics
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+
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+ - **Sentence Length:** Varies; short to medium-length sentences
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+ - **Cleanliness:** Text has been cleaned to remove invisible characters, unusual symbols, and excessive whitespace
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+ - **Usability:** Ready for NLP tasks such as language modeling, text classification, summarization, or AI fine-tuning
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+
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+ ---
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+
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+ ## Example Usage
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+
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+ - Training large language models or chatbots
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+ - Benchmarking NLP algorithms
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+ - Data analysis or text mining
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+ - Educational research on language patterns
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+
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+ ---
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+
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+ WebText-3 provides a rich and broad textual resource suitable for both research and practical AI applications.