alt Hacker NewsMy thought, the growing number of dubious claims that a tiny model beats LLMs will make any useful innovation be overlooked.
What's more important than the resource requirements is to highlight what the model simply cannot even attempt to do that general LLMs do decently well.
In other words, tell me the anti use case clearly so that I don't have to find out myself.
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HenryNdubuaku • today at 4:57 PM
Strong point! Needle is a task-specific model and bullet 6 stressed that it is only trained to be good on a set of narrow tasks, but I guess it could be clearer?
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An LLM is a Swiss Army knife. This is a corkscrew.
All of the other tasks a general-purpose LLM can do (write me a poem about pizza, rewrite this code in rust, tell me about the causes of the war of the roses) are unsupported.
The only use case this supports is converting unstructured text into structured json calls, and doing that quickly in a low memory environment.