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  ---
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  license: apache-2.0
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  language:
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- - en
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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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  ---
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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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+
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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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