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I wouldn't expect an LLM to be good at spell checking, actually. The way they tokenize text before manipulating it makes them fairly bad at working with small
by solid_fuel 2y ago
I wouldn't expect an LLM to be good at spell checking, actually. The way they tokenize text before manipulating it makes them fairly bad at working with small sequences of letters.
I have had good luck using an LLM as a "sanity checking" layer for transcription output, though. A simple prompt like "is this paragraph coherent" has proven to be a pretty decent way to check the accuracy of whisper transcriptions.
- sdesol 2y agoYes this is a tokenization error. If you rewrite the sentence as shown below: https://app.gitsense.com/?doc=905f4a9af74c25f&model=Claude+3.5+Sonnet&samples=5 https://app.gitsense.com/?doc=905f4a9af74c25f&model=Claude+3... Claude 3.5 Sonnet will now misinterpret "GitHub as "Github"