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@@ -79,25 +79,25 @@ NOTE: Please allow a few minutes for the full download of all model checkpoints.
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  To download elm-1.0 model checkpoints individually
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  ```bash
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- git lfs pull -I models/elm-1.0_news_classification/ckpt.pt
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- git lfs pull -I models/elm-1.0_toxicity_detection/ckpt.pt
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- git lfs pull -I models/elm-1.0_news_content_generation/ckpt.pt
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- git lfs pull -I models/elm-1.0_news_summarization/ckpt.pt
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  ```
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  To download elm-0.75 model checkpoints individually
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  ```bash
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- git lfs pull -I models/elm-0.75_news_classification/ckpt.pt
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- git lfs pull -I models/elm-0.75_toxicity_detection/ckpt.pt
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- git lfs pull -I models/elm-0.75_news_content_generation/ckpt.pt
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- git lfs pull -I models/elm-0.75_news_summarization/ckpt.pt
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  ```
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  To download elm-0.25 model checkpoints individually
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  ```bash
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- git lfs pull -I models/elm-0.25_news_classification/ckpt.pt
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- git lfs pull -I models/elm-0.25_toxicity_detection/ckpt.pt
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- git lfs pull -I models/elm-0.25_news_content_generation/ckpt.pt
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  ```
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@@ -106,7 +106,7 @@ git lfs pull -I models/elm-0.25_news_content_generation/ckpt.pt
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  ## How to use: Run ELM on a sample task (e.g., news classification)
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  ```bash
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  python run.py <elm-model-directory>
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- E.g. python run.py models/elm-0.75_news_classification
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  ```
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  Prompts for the specific tasks can be found in the corresponding checkpoint directory. See an example below from `models/elm-0.75_news_classification/example_prompts.json`.
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  ```json
 
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  To download elm-1.0 model checkpoints individually
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  ```bash
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+ git lfs pull -I elm-1.0_news_classification/ckpt.pt
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+ git lfs pull -I elm-1.0_toxicity_detection/ckpt.pt
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+ git lfs pull -I elm-1.0_news_content_generation/ckpt.pt
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+ git lfs pull -I elm-1.0_news_summarization/ckpt.pt
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  ```
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  To download elm-0.75 model checkpoints individually
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  ```bash
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+ git lfs pull -I elm-0.75_news_classification/ckpt.pt
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+ git lfs pull -I elm-0.75_toxicity_detection/ckpt.pt
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+ git lfs pull -I elm-0.75_news_content_generation/ckpt.pt
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+ git lfs pull -I elm-0.75_news_summarization/ckpt.pt
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  ```
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  To download elm-0.25 model checkpoints individually
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  ```bash
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+ git lfs pull -I elm-0.25_news_classification/ckpt.pt
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+ git lfs pull -I elm-0.25_toxicity_detection/ckpt.pt
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+ git lfs pull -I elm-0.25_news_content_generation/ckpt.pt
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  ```
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  ## How to use: Run ELM on a sample task (e.g., news classification)
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  ```bash
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  python run.py <elm-model-directory>
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+ E.g. python run.py elm-0.75_news_classification
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  ```
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  Prompts for the specific tasks can be found in the corresponding checkpoint directory. See an example below from `models/elm-0.75_news_classification/example_prompts.json`.
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  ```json