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I concur. In my work (analysing news show transcripts and descriptions), I work with about 250k input tokens max. Tasks include: - Summarize topics (with refer
by badlogic 2y ago
I concur. In my work (analysing news show transcripts and descriptions), I work with about 250k input tokens max. Tasks include:
- Summarize topics (with references to shows)
- Find quotes specific to a topic (again with references)
Anything above 32k tokens fails to have acceptable recall, across GPT-4o, Sonnet, and Google's Gemini Flash 1.5 and 2.0.
I suppose it kind of makes sense, given how large context windows are implemented via things like sparse attention etc.
- kgeist 2y agoWhat could be the reason? Do they selectively skip tokens to make it appear they support the full context?