reasoning-survey / Awesome-Reasoning-Foundation-Models

What it does

We organize the current foundation models into three categories: *language foundation models*, *vision foundation models*, and *multimodal foundation models*. Further, we elaborate the foundation models in reasoning tasks, including *commonsense*, *mathematical*, *logical*, *causal*, *visual*, *audio*, *multimodal*, *agent reasoning*, etc. Reasoning techniques, including *pre-training*, *fine-tuning*, *alignment training*, *mixture of experts*, *in-context learning*, and *autonomous agent*, are also summarized.