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the generation seems to works!
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My own experiments with DLK
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- [x] use pytorch lightning
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- [x] batch hidden states 5x faster
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- [ ] use llama 13B, to see if larger models give better results
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- [ ] eval on some deceptive or misleading statements
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- [ ] debug by looking at model output
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-------------
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# Discovering Latent Knowledge Without Supervision
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This repository contains the essential code for Discovering Latent Knowledge in Language Models Without Supervision.
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@@ -12,4 +12,11 @@ pip install -r requirements.txt
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- [x] Convert it to lightning
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- [ ] batch for get hidden states
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- [x] and cache
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- [ ] 9s vs 60. so 10x faster
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- [x] 9s vs 60. so 10x faster
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# 2023-05-21 11:26:20
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- [ ] BUG: for some reason the model it not working as zero shot
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- OK I don't think it's the prompt? it must be my tokens? Lets make a scratch notebook to try and just load llama correctly
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- [ ] also I would like to eval on some custom deceptive statements
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