An experimental spellcheck & grammar check engine utilizing AI to take in a text input and outputs the corrected version of that text.

Case Study: Model Testing

grammarly/coedit-large

• Test Cases

grammarly/coedit-large + Spark NLP context aware spellcheck

• Test Cases

grammarly/coedit-large + oliverguhr/spelling-correction-english-base

• Test Cases

Case Study: LLM Testing

<aside> 🟪 Proprietary LLM, only possible to use on a pay-to-go basis

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<aside> 🟩 Open-source LLM, can be self-hosted

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<aside> 🟧 Fined-tuned results

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claude-instant-1 🟪

Context : 100,000 tokens

Input Pricing : $1.63 / million tokens

Output Pricing : $5.51 / million tokens

• Test Cases