【AnglE: 最新的文本嵌入模型,旨在优化文本嵌入,是新一代的语义文本相似度方法。取得了新的最先进(SOTA)结果。提供了预训练模型,包括语言模型(LLM)和数据集】'AnglE: Angle-optimized Text Embeddings - Angle-Optimized Text Embeddings | New SOTA' Sean GitHub: github.com/SeanLee97/AnglE #开源# #机器学习#...
1 ANGLE-OPTIMIZED TEXT EMBEDDINGS https://arxiv.org/pdf/2309.12871.pdf
AnglE📐: Angle-optimized Text Embeddings It is Angle 📐, not Angel 👼. 🔥 A New SOTA for Semantic Textual Similarity! 🔥 Our universal sentence embedding WhereIsAI/UAE-Large-V1 achieves SOTA on the MTEB Leaderboard with an average score of 64.64! 📊 Results on MTEB Leaderboard [cl...
Angle-Optimized Text Embeddings. Contribute to 4AI/AnglE development by creating an account on GitHub.
Semantic Textual SimilaritySTS15AnglE-LLaMA-7BSpearman Correlation0.8956# 3 Semantic Textual SimilaritySTS16AnglE-LLaMA-13BSpearman Correlation0.8732# 1 Compare Semantic Textual SimilaritySTS16AnglE-LLaMA-7B-v2Spearman Correlation0.8700# 2 Compare Semantic Textual SimilaritySTS16AnglE-LLaMA-7BSpearman Correlation...
📢 Train/Infer Powerful Sentence Embeddings with AnglE. This library is from the paper: AnglE: Angle-optimized Text Embeddings. It allows for training state-of-the-art BERT/LLM-based sentence embeddings with just a few lines of code. AnglE is also a general sentence embedding inference ...
Therefore, the fuel spray angle should be optimized to achieve lean operation in hydrogen direct-injection engines. 8. Conclusions This study analyzed the combustion characteristics and NOx emissions of a hydrogen SI-DI engine as a function of the spray angle and excess air ratio using 1D and ...