PHP-Code-Large

+*.7z filter=lfs diff=lfs merge=lfs -text
+*.arrow filter=lfs diff=lfs merge=lfs -text
+*.avro filter=lfs diff=lfs merge=lfs -text
+*.bin filter=lfs diff=lfs merge=lfs -text
+*.bz2 filter=lfs diff=lfs merge=lfs -text
+*.ckpt filter=lfs diff=lfs merge=lfs -text
+*.ftz filter=lfs diff=lfs merge=lfs -text
+*.gz filter=lfs diff=lfs merge=lfs -text
+*.h5 filter=lfs diff=lfs merge=lfs -text
+*.joblib filter=lfs diff=lfs merge=lfs -text
+*.lfs.* filter=lfs diff=lfs merge=lfs -text
+*.lz4 filter=lfs diff=lfs merge=lfs -text
+*.mds filter=lfs diff=lfs merge=lfs -text
+*.mlmodel filter=lfs diff=lfs merge=lfs -text
+*.model filter=lfs diff=lfs merge=lfs -text
+*.msgpack filter=lfs diff=lfs merge=lfs -text
+*.npy filter=lfs diff=lfs merge=lfs -text
+*.npz filter=lfs diff=lfs merge=lfs -text
+*.onnx filter=lfs diff=lfs merge=lfs -text
+*.ot filter=lfs diff=lfs merge=lfs -text
+*.parquet filter=lfs diff=lfs merge=lfs -text
+*.pb filter=lfs diff=lfs merge=lfs -text
+*.pickle filter=lfs diff=lfs merge=lfs -text
+*.pkl filter=lfs diff=lfs merge=lfs -text
+*.pt filter=lfs diff=lfs merge=lfs -text
+*.pth filter=lfs diff=lfs merge=lfs -text
+*.rar filter=lfs diff=lfs merge=lfs -text
+*.safetensors filter=lfs diff=lfs merge=lfs -text
+saved_model/**/* filter=lfs diff=lfs merge=lfs -text
+*.tar.* filter=lfs diff=lfs merge=lfs -text
+*.tar filter=lfs diff=lfs merge=lfs -text
+*.tflite filter=lfs diff=lfs merge=lfs -text
+*.tgz filter=lfs diff=lfs merge=lfs -text
+*.wasm filter=lfs diff=lfs merge=lfs -text
+*.xz filter=lfs diff=lfs merge=lfs -text
+*.zip filter=lfs diff=lfs merge=lfs -text
+*.zst filter=lfs diff=lfs merge=lfs -text
+*tfevents* filter=lfs diff=lfs merge=lfs -text
+# Audio files - uncompressed
+*.pcm filter=lfs diff=lfs merge=lfs -text
+*.sam filter=lfs diff=lfs merge=lfs -text
+*.raw filter=lfs diff=lfs merge=lfs -text
+# Audio files - compressed
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+*.flac filter=lfs diff=lfs merge=lfs -text
+*.mp3 filter=lfs diff=lfs merge=lfs -text
+*.ogg filter=lfs diff=lfs merge=lfs -text
+*.wav filter=lfs diff=lfs merge=lfs -text
+# Image files - uncompressed
+*.bmp filter=lfs diff=lfs merge=lfs -text
+*.gif filter=lfs diff=lfs merge=lfs -text
+*.png filter=lfs diff=lfs merge=lfs -text
+*.tiff filter=lfs diff=lfs merge=lfs -text
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+*.jpg filter=lfs diff=lfs merge=lfs -text
+*.jpeg filter=lfs diff=lfs merge=lfs -text
+*.webp filter=lfs diff=lfs merge=lfs -text
+# Video files - compressed
+*.mp4 filter=lfs diff=lfs merge=lfs -text
+*.webm filter=lfs diff=lfs merge=lfs -text
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README.md ADDED Viewed

	@@ -0,0 +1,167 @@

+---
+license: mit
+task_categories:
+- text-generation
+language:
+- en
+tags:
+- code
+- PHP
+size_categories:
+- 10M<n<100M
+---
+**PHP-Code-Large**
+PHP-Code-Large is a large-scale corpus of PHP source code comprising more than 12 million lines of PHP code. The dataset is designed to support research in large language model (LLM) pretraining, code intelligence, software engineering automation, and static program analysis for the PHP ecosystem.
+By providing a high-volume, language-specific corpus, PHP-Code-Large enables systematic experimentation in PHP-focused model training, domain adaptation, and downstream code understanding tasks.
+PHP-Code-Large addresses the need for a dedicated PHP-only dataset at substantial scale, enabling focused research across backend systems, CMS platforms, APIs, and full-stack PHP environments.
+**1. Dataset Composition**
+Programming Language: PHP
+Total Size: 12M+ lines of PHP code
+File Format: .jsonl
+Primary Content: PHP source code files
+Each JSONL entry contains structured information about a single PHP code.
+**Content Types**
+The dataset includes a wide variety of PHP constructs and paradigms, such as:
+- Functions (declarations, anonymous functions, arrow functions)
+- Object-Oriented Programming (classes, traits, interfaces)
+- Namespaces and autoloading patterns
+- Composer-based dependency structures
+- MVC architecture patterns
+- REST API implementations
+- Database interaction (PDO, MySQLi)
+- Form handling and validation
+- Session and cookie management
+- Middleware patterns
+- Error and exception handling
+- Legacy PHP (5.x style) and modern PHP (7.x / 8.x) features
+- Type declarations and strict typing
+- Templating integrations
+- Security-related patterns (sanitization, hashing, authentication logic)
+- PHPDoc comments
+- CMS and framework-style architecture patterns
+**2. Intended Research Applications**
+2.1 Pretraining
+- Training PHP code foundation models from scratch
+- Continued pretraining of existing LLMs
+- PHP-specialized language modeling
+- Tokenizer training for PHP ecosystems
+- Domain adaptation for backend-focused models
+2.2 Fine-Tuning and Adaptation
+- Code completion systems
+- Intelligent IDE assistants
+- Automated refactoring tools
+- Conversational programming agents
+- PHP-specific copilots
+- Framework-aware coding assistants
+2.3 Code Intelligence Tasks
+- Code summarization
+- Code-to-text generation
+- Documentation generation
+- Bug detection
+- Security vulnerability detection
+- Clone detection
+- Code similarity modeling
+- Dead code detection
+- Static and structural analysis
+- Legacy-to-modern PHP migration modeling
+2.4 Software Engineering Research
+- Empirical studies of PHP coding patterns
+- Analysis of backend architecture styles
+- Framework usage studies
+- Dependency and autoloading modeling
+- AST-based experimentation
+- Cross-version PHP evolution analysis
+- Security practice analysis in web applications
+**3. Ecosystem Coverage**
+PHP-Code-Large spans a broad range of PHP application domains, including:
+- Backend web applications
+- RESTful APIs
+- CMS-based architectures
+- E-commerce platforms
+- CLI tools
+- Microservices
+- Full-stack PHP projects
+The dataset captures both legacy monolithic architectures.
+Thanks to open source community for all the guidance & support!!

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