Datasets:
Tasks:
Text Generation
Modalities:
Text
Formats:
text
Languages:
English
Size:
10K - 100K
Tags:
agent
License:
Update README.md
Browse files
README.md
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license: mit
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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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# WebText-3 Corpus
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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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## Dataset Overview
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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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## Data Characteristics
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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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## Example Usage
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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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WebText-3 provides a rich and broad textual resource suitable for both research and practical AI applications.
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