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this post was submitted on 03 Jan 2025
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The model i have used gives a 60% identical summary to that provided by a human. And has an overall conceptual accuracy of >95% i was very carefull with my model selection and implementation as to ensure hallucinations are extremely rare if at all possible. Im not just feeding in "summarise this: " to a general purpose llm (known for hallucinations) i break the article into chunks at sentence breaks then make a summary of that chunk directly by passing it to a purpose build summarisation model.
Have you spotted any hallucinations so far? I'm curious about what kind of hallucinations can be created when a LLM summarizes a text.
Yep.
The whole original article text wss "Advertisment" and the ai spat out "Advertisement. A ad. Click here for a link to the edd sa s."
It Obviously couldnt summarise 1 word into multiple words anf thus tried its best.
Only 1 so far
Ok that's funny XD
At least it won't be harmful in any way.