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Quantizable Transformers: Removing Outliers by Helping Attention Heads Do Nothing
Due to their size, the capability of these networks has increased tremendously, but this has come at the cost of a significant increase in necessary compute.
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Technology: Information Technology > Artificial Intelligence > Machine Learning > Statistical Learning (1.00)
Supplementary Materials
During the inference, we set the background score as 0.95.
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GPT4Tools: Teaching Large Language Model to Use Tools via Self-instruction
This paper aims to efficiently enable Large Language Models (LLMs) to use multi-modal tools. Advanced proprietary LLMs, such as ChatGPT and GPT -4, have shown great potential for tool usage through sophisticated prompt engineering.
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- Information Technology > Artificial Intelligence > Vision (1.00)
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- Information Technology > Artificial Intelligence > Machine Learning > Neural Networks > Deep Learning (0.69)
- Information Technology > Artificial Intelligence > Representation & Reasoning (0.68)
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- Information Technology > Artificial Intelligence > Representation & Reasoning (1.00)
- Information Technology > Artificial Intelligence > Natural Language (1.00)
- Information Technology > Artificial Intelligence > Machine Learning > Statistical Learning (0.93)
- Information Technology > Artificial Intelligence > Machine Learning > Neural Networks > Deep Learning (0.46)