Susan Zhang
2 papers · Latest:
Natural Language Processing
LIMA: Less Is More for Alignment
LIMA shows that fine-tuning a large language model on just 1,000 curated examples can achieve performance comparable to state-of-the-art models, highlighting the dominant role of pretraining over extensive instruction tuning.
2305.11206
Natural Language ProcessingOPT: Open Pre-trained Transformer Language Models
OPT is a suite of openly released large-scale transformer language models comparable to GPT-3 but developed with significantly lower environmental impact.
2205.01068
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