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## Overview ## Overview
This project provides a unified framework to test autoregressive language models (GPT-2, GPT-3, GPTNeo, etc) on a large number of different evaluation tasks. This project provides a unified framework to test generative language models on a large number of different evaluation tasks.
Features: Features:
- 200+ tasks implemented. See the [task-table](./docs/task_table.md) for a complete list. - 200+ tasks implemented. See the [task-table](./docs/task_table.md) for a complete list.
- Support for GPT-2, GPT-3, GPT-Neo, GPT-NeoX, and GPT-J, with flexible tokenization-agnostic interface. - Support for the Hugging Face `transformers` library, GPT-NeoX, Megatron-DeepSpeed, and the OpenAI API, with flexible tokenization-agnostic interface.
- Task versioning to ensure reproducibility. - Task versioning to ensure reproducibility.
## Install ## Install
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