Create README.md

README.md

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+---
+language: en
+license: mit
+tags:
+- text-generation
+- gpt2
+- technical-writing
+- documentation
+---
+
+# technical_documentation_generator
+
+## Overview
+This model is a fine-tuned version of GPT-2 specifically optimized for generating technical documentation, API references, and software README files. It has been trained on a large corpus of open-source documentation to maintain a professional, objective, and instructional tone.
+
+
+
+## Model Architecture
+The model uses a **Decoder-only Transformer** architecture.
+- **Layers**: 12 Transformer blocks.
+- **Embedding Dim**: 768.
+- **Attention**: Masked Multi-Head Self-Attention.
+- **Objective**: Causal Language Modeling (CLM), predicting the next token $x_i$ based on $x_{<i}$:
+$$P(x) = \prod_{i=1}^{n} P(x_i | x_1, \dots, x_{i-1})$$
+
+## Intended Use
+- **Documentation Drafting**: Generating initial templates for function descriptions and class structures.
+- **Developer Tools**: Integrating into IDEs to suggest comments and docstrings.
+- **Standardization**: Helping teams maintain a consistent voice across various technical repositories.
+
+## Limitations
+- **Hallucination**: The model may generate syntactically correct but factually incorrect code examples or parameter descriptions.
+- **Knowledge Cutoff**: It lacks knowledge of software libraries or frameworks released after its last training update in late 2025.
+- **Logical Flow**: While excellent at sentence-level structure, very long documents may lose coherent logical progression.