Short-Term AI #6: By the end of June 2023, will there be compression algorithm for large language models that achieves a 4:3 compression ratio?
23
470Ṁ1082
resolved May 22
Resolved
YES

Meaning an algorithm that can take an LLM as input and out a new language model with <=75% of the original model's parameters (and comparable performance, of course).

Must actually be demonstrated to work on a non-specialized language model with >=10B parameters (e.g. by downloading an open source foundation model and compressing that)

If there already is such an algorithm and I just don't know about it market will still resolve YES.

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