[HN Gopher] Multimodal Chain-Of-Thought Reasoning In Language Mo...
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       Multimodal Chain-Of-Thought Reasoning In Language Models
        
       Author : optimalsolver
       Score  : 26 points
       Date   : 2023-02-04 09:27 UTC (13 hours ago)
        
 (HTM) web link (arxiv.org)
 (TXT) w3m dump (arxiv.org)
        
       | txtai wrote:
       | Outperforms GPT-3.5 by 16% with less than 1B parameters. There is
       | even a 220M parameter version that scores well. Interesting model
       | to watch.
       | 
       | Referenced snippet from the abstract:
       | 
       | With Multimodal-CoT, our model under 1 billion parameters
       | outperforms the previous state-of-the-art LLM (GPT-3.5) by 16%
       | (75.17%->91.68%) on the ScienceQA benchmark and even surpasses
       | human performance.
        
         | leobg wrote:
         | There is no interactive demo anywhere yet, is there?
        
           | txtai wrote:
           | There is a GitHub repo: https://github.com/amazon-science/mm-
           | cot
           | 
           | But it doesn't look all that easy to stand up.
        
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       (page generated 2023-02-04 23:02 UTC)