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+ ---
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+ license: apache-2.0
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+ datasets:
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+ - stanfordnlp/SHP
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+ - Anthropic/hh-rlhf
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+ - OpenAssistant/oasst1
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+ language:
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+ - en
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+ metrics:
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+ - accuracy
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+ tags:
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+ - human feedback
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+ - rlhf
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+ - preferences
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+ - alignment
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+ - HALO
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+ - halos
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+ - dpo
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+ - rl
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+ ---
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+
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+ ![halos](https://gist.github.com/assets/29318529/fe2d8391-dbd1-4b7e-9dc4-7cb97e55bc06)
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+
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+ This repo contains the model checkpoints for:
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+ - model family <b>llama30b</b>
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+ - optimized with the loss <b>SLIC</b>
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+ - aligned using the SHP, Anthropic HH and Open Assistant datasets.
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+
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+ Please refer to our code repository which contains intructions for training your own HALOs and links to our model cards.
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+
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+ If you find this repo or the technical paper useful in your research, please feel free to cite [our work](http://halos.github.io/):
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+ ```
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+ @misc{ethayarajh2023halos,
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+ url = {http://halos.github.io/},
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+ author = {Ethayarajh, Kawin and Xu, Winnie, and Jurafsky, Dan and Kiela, Douwe},
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+ title = {Human-Centered Loss Functions (HALOs)},
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+ publisher = {Contextual AI Blog},
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+ year = {2023},
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+ }
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+ ```