3 ms·
Be aware the haystack test is not good at all (in its current form). It's a single piece of information inserted in the same text each time, a very poor measure
by aubanel 3y ago
Be aware the haystack test is not good at all (in its current form). It's a single piece of information inserted in the same text each time, a very poor measurement of how well the LLM can retrieve info.
- bufferoverflow 3y agoSeems like a very good test for recall.
- aubanel 3y agoEven in the most restrictive définition of recall as in "retrieve a short contiguous piece of information inside an unrelated context", it's not that good. It's always the exact same needle inserted in the exact same context. Not the slightest variation apart from the location of the needle. Then if you want to test for recall of sparse information or multi-hop information, it's useless.
- BA2255 3y agoFor my education, how do you use the 200k contenxt the normal chats like Poe, or chatgpt don't accept longer than 4k maximum. Do you use them in specific Playgrounds or other places?
- aubanel 3y agoThe calls with long context are done through specific APIs, that you can call for instance in Python or Javascript. Here's a quick start guide with OpenAI: https://platform.openai.com/docs/quickstart?context=python https://platform.openai.com/docs/quickstart?context=python