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  **Aug 2023 Update:**
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- 1. The SPECTER 2.0 Base and proximity adapter models have been renamed in Hugging Face based upon usage patterns as follows:
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  |Old Name|New Name|
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  |--|--|
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  |allenai/specter2|[allenai/specter2_base](https://huggingface.co/allenai/specter2_base)|
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  |allenai/specter2_proximity|[allenai/specter2](https://huggingface.co/allenai/specter2)|
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- 2. We have a parallel version (termed [aug2023refresh](https://huggingface.co/allenai/specter2_aug2023refresh)) where the base transformer encoder version is pre-trained on a collection of newer papers (published after 2018).
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- However, for benchmarking purposes, please continue using the current version.
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  SPECTER 2.0 is the successor to [SPECTER](https://huggingface.co/allenai/specter) and is capable of generating task specific embeddings for scientific tasks when paired with [adapters](https://huggingface.co/models?search=allenai/specter-2_).
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  This is the base model to be used along with the adapters.
 
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  **Aug 2023 Update:**
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+ 1. **The SPECTER 2.0 Base and proximity adapter models have been renamed in Hugging Face based upon usage patterns as follows:**
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  |Old Name|New Name|
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  |--|--|
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  |allenai/specter2|[allenai/specter2_base](https://huggingface.co/allenai/specter2_base)|
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  |allenai/specter2_proximity|[allenai/specter2](https://huggingface.co/allenai/specter2)|
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+ 2. **We have a parallel version (termed [aug2023refresh](https://huggingface.co/allenai/specter2_aug2023refresh)) where the base transformer encoder version is pre-trained on a collection of newer papers (published after 2018).
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+ However, for benchmarking purposes, please continue using the current version.**
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+ An [adapter](https://adapterhub.ml) for the [allenai/specter2_base](https://huggingface.co/allenai/specter2_base) model that was trained on the [allenai/scirepeval](https://huggingface.co/datasets/allenai/scirepeval/) dataset.
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+ This adapter was created for usage with the **[adapter-transformers](https://github.com/Adapter-Hub/adapter-transformers)** library.
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+ ## SPECTER 2.0
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+ <!-- Provide a quick summary of what the model is/does. -->
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  SPECTER 2.0 is the successor to [SPECTER](https://huggingface.co/allenai/specter) and is capable of generating task specific embeddings for scientific tasks when paired with [adapters](https://huggingface.co/models?search=allenai/specter-2_).
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  This is the base model to be used along with the adapters.