RCM. Finally, we illustrate the power of this conciliatory perspective by pinpointing

These theories support making causal and moral judgments. When something bad happens, we naturally ask: who did what, and why?

One can also improve LLMs' performance on a specific task by

Limitations One limitation of our model is its potential for data bias. This could limit the applications of the model. MLLMs could be used to create fake news articles or social media posts. Hyperparameters Number of layers 24 Hidden size 2,048 FFN inner hidden size 8,192 Attention heads 32 Dropout 0.1 Attention dropout 0.1 Activation function GeLU [1] V ocabulary size 64,007 Soft tokens V size 64 Max length 2,048 Relative position embedding xPos [2] Initialization Magneto [3] Table 1: Hyperparameters of causal language model of K The detailed instruction tuning hyperparameters are listed in Table 3. The models are trained on web-scale multimodal corpora.

A big convergence of language, multimodal perception, action, and world modeling is a key step toward artificial general intelligence.

Co-first author order is arbitrary and may be swapped when citing this work.

Humans have a powerful and mysterious capacity to reason.