Re:Anthropic publishes the 'system prompts' that make Claude...
by usaar333 on Tuesday August 27, 2024 @01:56PM
(#41370615)
LLMs are extremely good at translation, given that the transformer was literally built for that.
[ Parent
| on HN ]
Re:Anthropic publishes the 'system prompts' that make Claude...
by cj on Tuesday August 27, 2024 @02:33PM
(#41371089)
Maybe in some cases. But generally speaking the consensus in the language translation industry is that NMT (e.g. Google Translate) still provides higher quality than current gen LLMs.
Re:Anthropic publishes the 'system prompts' that make Claude...
by cubefox on Tuesday August 27, 2024 @08:03PM
(#41374632)
Why? Already ChatGPT-3.5 seemed better to me than Google Translate when I compared them a while ago.
Re:Anthropic publishes the 'system prompts' that make Claude...
by TeMPOraL on Tuesday August 27, 2024 @08:06PM
(#41374661)
Is it? Anecdotally, even GPT 3.5 felt better than Google Translate; where we are with GPT-4o, it feels both better in terms of quality, accuracy and context awareness and it has a much better UI/UX. Like, I can't tell Google Translate it picked the wrong translation for a specific phrase (I thing I could in the past, but this feature seems missing), or otherwise inform it of extra context.
(Also LLMs are wonderful at solving the "tip of my tongue" problem - "what's the English word for $this doing $that, kind of like $example1 but without $aspect1?...")
Re:Anthropic publishes the 'system prompts' that make Claude...
by cj on Tuesday August 27, 2024 @08:16PM
(#41374718)
It’s entirely possible that the language translation industry is trailing behind.
It’s also possible that the cost of LLMs outweigh their benefit for this specific use case.
The only vendor I know of doing LLM translation in production is DeepL, and only supports 3 languages, launched last week.