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86% Informative
Quantization may have more trade-offs than previously assumed.
It may be better to just train a smaller model rather than cook down a big one.
Google spent $191 million to train one of its flagship Gemini models.
The effects are already manifesting in a new model, Llama 3.3 70B, which the company released in December .
Kumar says there's no free lunch when it comes to reducing inference costs.
He says there are limitations you can't naïvely get around in AI models.
Kumar acknowledges that his and his colleagues’ study was at relatively small scale — they plan to test more models in the future.
VR Score
88
Informative language
87
Neutral language
68
Article tone
informal
Language
English
Language complexity
52
Offensive language
not offensive
Hate speech
not hateful
Attention-grabbing headline
not detected
Known propaganda techniques
not detected
Time-value
long-living
External references
7
Affiliate links
no affiliate links