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small typos in eval readme (#671)
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maxisawesome committed Oct 12, 2023
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### Evaluation during training
To run evaluatio during training, download this repo, follow the instructions in `scripts/train/README.md` to perform single node pre-training and run the following commands
To run evaluation during training, download this repo, follow the instructions in `scripts/train/README.md` to perform single node pre-training and run the following commands

<!--pytest.mark.skip-->
```bash
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ICL evaluation can be done offline via the `scripts/eval/eval.py` or during training via `scripts/train/train.py`.

In order to do ICL evaluation you must specify a set of benchmarks you'd like to run via the `icl_tasks` key in your eval/training config. `icl_tasks` can either consist of config, or it can be a file path pointing to a locally accessible YAML config (see `scripts/eval/yamls/icl_tasks.yaml` for an example).
In order to do ICL evaluation you must specify a set of benchmarks you'd like to run via the `icl_tasks` key in your eval/training config. `icl_tasks` can either consist of config, or it can be a file path pointing to a locally accessible YAML config (see `scripts/eval/yamls/tasks.yaml` for an example).


#### ICL task YAML format
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