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- Various architectures are used in code generation models, but most of them use the auto-regressive left-to-right setting, such as GPT. However [InCoder](https://huggingface.co/facebook/incoder-6B) used a decoder-only Transformer with Causal Masking objective,
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  that combines both next token prediction and bidirectional context through masking. AlphaCode used an encoder-decoder architecture. For model-specific information about the architecture, please select a model below:
 
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+ Various architectures are used in code generation models, but most of them use the auto-regressive left-to-right setting, such as GPT. However InCoder used a decoder-only Transformer with Causal Masking objective,
2
  that combines both next token prediction and bidirectional context through masking. AlphaCode used an encoder-decoder architecture. For model-specific information about the architecture, please select a model below: