ContextualAI / archangel_ppo_pythia1-4b

huggingface.co
Total runs: 49
24-hour runs: -1
7-day runs: 8
30-day runs: 39
Model's Last Updated: January 12 2024
text-generation

Introduction of archangel_ppo_pythia1-4b

Model Details of archangel_ppo_pythia1-4b

halos

This repo contains the model checkpoints for:

  • model family EleutherAI/pythia-1.4b
  • optimized with the loss PPO
  • aligned using the SHP, Anthropic HH and Open Assistant datasets.

To prompt Archangel models, ensure that the format is consistent with that of TuluV2. For example, a prompt should be formatted as follows, where <|user|> corresponds to the human's role and <|assistant|> corresponds to the LLM's role. The human should speak first:

<|user|>
Hi! I'm looking for a cake recipe.
<|assistant|>
What kind of cake?
<|user|>
Chocolate cake.
<|assistant|>

Note that a beginning-of-sequence (BOS) token is automatically added by all Archangel models during tokenization and does not have to be added by you. No end-of-sequence (EOS) token is added to the prompt.

Please refer to our code repository or blog 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 :

@techreport{ethayarajh2023halos,
  author = {Ethayarajh, Kawin and Xu, Winnie, and Jurafsky, Dan and Kiela, Douwe},
  title = {Human-Centered Loss Functions (HALOs)},
  institution = {Contextual AI},
  note = {https://github.com/ContextualAI/HALOs/blob/main/assets/report.pdf},
  year = {2023},
}

Runs of ContextualAI archangel_ppo_pythia1-4b on huggingface.co

49
Total runs
-1
24-hour runs
1
3-day runs
8
7-day runs
39
30-day runs

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archangel_ppo_pythia1-4b install

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