[R] Foundation Model Alignment with RAFT🛶 in LMFlow

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https://reddit.com/link/12pnwp8/video/bj5ks4001hua1/player

## Introduction

General-purpose foundation models, especially large language models (LLMs) such as ChatGPT, have demonstrated extraordinary capabilities in performing various tasks that were once challenging. However, we believe that one model cannot rule them all. Further fine-tuning is necessary to achieve better performance in specialized tasks or domains. The standard approaches for fine-tuning these models include:

* Continuous pretraining on specific domains so that LLMs can acquire knowledge in those domains
* Task tuning on specific tasks so …

alignment chatgpt continuous deal fine-tuning foundation foundation model general introduction knowledge language language models large language models llms machinelearning performance raft standard