Yuning Mao
4 papers · Latest:
The Llama 3 Herd of Models
Llama 3 is a new family of large multilingual foundation models excelling in language, coding, reasoning, and multimodal tasks, rivaling GPT-4 in quality and offering extensive public releases.
Llama Guard: LLM-based Input-Output Safeguard for Human-AI Conversations
Llama Guard is an LLM-based safeguard model that classifies and moderates both prompts and responses in human-AI conversations to enhance safety and content moderation.
Llama 2: Open Foundation and Fine-Tuned Chat Models
Llama 2 introduces a range of open-source large language models, including fine-tuned chat models that outperform existing open-source alternatives in benchmarks and human evaluations.
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.
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