LIMA

홈페이지 · 논문 107편

The LIMA dataset is a valuable resource used in natural language processing (NLP) research. Let me provide you with some details: 1. Origin and Purpose: - The LIMA dataset is derived from the LLaMa language model, which has an impressive 65 billion parameters. - It serves as a fine-tuned version of the LLaMa model, specifically adjusted using approximately 1,000 prompts and responses. 2. Performance and Applications: - LIMA demonstrates remarkable performance by learning to follow specific response formats from just a handful of examples in the training data. - The dataset covers a wide range of tasks, including complex queries such as planning trip itineraries and speculating about alternate history. - Interestingly, the model tends to generalize well to unseen tasks that were not part of the training data. 3. License: - The licensing of the LIMA dataset depends on the source data it was derived from: - If the source data has a stricter license than CC BY-NC-SA, the LIMA dataset follows the same restrictions. - Otherwise, it adheres to the CC BY-NC-SA license. (1) GAIR/lima · Datasets at Hugging Face. https://huggingface.co/datasets/GAIR/lima. (2) GAIR/lima at main - Hugging Face. https://huggingface.co/datasets/GAIR/lima/tree/main. (3) 日本語LIMAデータセットlima-jaを作成したので公開します. https://zanote.net/ai/lima-ja/. (4) Paper page - LIMA: Less Is More for Alignment - Hugging Face. https://huggingface.co/papers/2305.11206. (5) undefined. https://huggingface.co/datasets/GAIR/lima/.