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README.md

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+![halos](assets/thumbnail.jpg)
+
+This repo contains the model checkpoints for:
+- model family pythia1-4b 
+- optimized with the loss sft+kto
+- aligned using the SHP, Anthropic HH and Open Assistant datasets.
+
+Please refer to our code repository which contains intructions for training your own HALOs and links to our model cards.
+
+If you find this repo or the technical paper useful in your research, please feel free to cite [our work](http://halos.github.io/):
+```
+@misc{ethayarajh2023halos,
+  url = {http://halos.github.io/},
+  author = {Ethayarajh, Kawin and Xu, Winnie, and Jurafsky, Dan and Kiela, Douwe},
+  title = {Human-Centered Loss Functions (HALOs)},
+  publisher = {Contextual AI Blog},
+  year = {2023},
+}
+```