The RefinedWeb Dataset for Falcon LLM: Outperforming Curated Corpora with Web Data, and Web Data Only
Paper
• 2306.01116 • Published
• 43
LLM
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FlashAttention: Fast and Memory-Efficient Exact Attention with IO-Awareness
Paper • 2205.14135 • Published • 15 -
RoFormer: Enhanced Transformer with Rotary Position Embedding
Paper • 2104.09864 • Published • 17 -
Language Models are Few-Shot Learners
Paper • 2005.14165 • Published • 19 -
The Pile: An 800GB Dataset of Diverse Text for Language Modeling
Paper • 2101.00027 • Published • 10 -
Fast Transformer Decoding: One Write-Head is All You Need
Paper • 1911.02150 • Published • 9 -
Llama 2: Open Foundation and Fine-Tuned Chat Models
Paper • 2307.09288 • Published • 250 -
LLaMA: Open and Efficient Foundation Language Models
Paper • 2302.13971 • Published • 20 -
Orca: Progressive Learning from Complex Explanation Traces of GPT-4
Paper • 2306.02707 • Published • 49 -
BGE M3-Embedding: Multi-Lingual, Multi-Functionality, Multi-Granularity Text Embeddings Through Self-Knowledge Distillation
Paper • 2402.03216 • Published • 6 -
Mistral 7B
Paper • 2310.06825 • Published • 58