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Ana-Dataset

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YAML Metadata Warning: empty or missing yaml metadata in repo card (https://huggingface.co/docs/hub/datasets-cards)

Data v2.2 Pipeline

Dataset Adjustments


c2-Logs -> De-anon // Claudisms re-check.

Charcards -> De-anon + Find better Placeholder names + Smart Gender Detection for Name Replacement + Handle Asterisks Format

✅ Instruct -> Re-done w Better Prompting & Prefill.

✅ WritingPrompts -> Find better placeholder prompt + Included 2nd Subset

✅ ++ Philoglan Dataset -> Nice one to add on.

New Dataset Shenanigans:


Meta-instructions and XML tags Adherence Datasets? [ooc] + xml 

❎ Multi-Turn Instruct with Opus -> Capybara ??? or Multiround Chat v2?
cba

RL on Random Subset -> Opus v Euryale -> Force Incoherence / Bad Gens

Training:


Lower LR. Be less aggressive. Maybe slower over 3-4 epochs instead?

High-Quality Pretraining Dataset included for Regularization
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