outlander23
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README.md
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license: apache-2.0
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language:
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metrics:
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- bleu
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library_name: transformers
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- code-generation
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- code-completion
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- competitive-programming
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---
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license: apache-2.0
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language:
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- cpp
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metrics:
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- bleu
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library_name: transformers
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- code-generation
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- code-completion
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- competitive-programming
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---
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# CodeLanderAI Model
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This model is a fine-tuned version of the `CodeT5` model specifically designed for code completion in competitive programming. It was trained on a custom dataset of 12 million code samples derived from 2 million source code files.
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## Intended Use
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The model is intended for generating code completions based on the context provided by the user. It only supports cpp programming languages commonly used in competitive programming.
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### Languages Supported
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- C++
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### Metrics
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The model was evaluated using the following metrics:
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- **BLEU Score:** Measures the quality of generated code against reference code.
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- **CodeBLEU:** A metric tailored for code generation, considering syntax and structure.
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- **Accuracy:** How often the model provides the correct code completion.
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- **Perplexity:** Indicates how well the model predicts the next token in a sequence.
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### Datasets
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The model was fine-tuned on a custom dataset containing code samples from competitive programming platforms.
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