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英文字典中文字典相关资料:


  • Decoding Methods Compared: Top-K and Other Token . . . - PingCAP
    Decoding methods play a pivotal role in Natural Language Processing (NLP), significantly impacting the quality and coherence of generated text Techniques such as Greedy search, Beam search, Sampling, Top-K sampling, and Top-p (nucleus) sampling each offer unique advantages and challenges
  • Towards Better Code Generation: Adaptive Decoding with . . .
    An adaptive decoding approach named AdaDec, which uses an entropy-guided pause-then-rerank mechanism based on learned, model-specific thresholds and a lookahead strategy to improve generation quality
  • Generation strategies - Hugging Face
    Advanced decoding methods aim at either tackling specific generation quality issues (e g repetition) or at improving the generation throughput in certain situations These techniques are more complex, and may not work correctly with all models
  • Understanding decoding strategies: Greedy, Beam Search, Top-k . . .
    We’ve explored the four main decoding strategies used in natural language processing: Greedy, Beam Search, Top-k, and Top-p Each strategy has its own strengths and weaknesses, and understanding how they work can help you improve the quality of the text generated by machines
  • GitHub - wang2226 Awesome-LLM-Decoding: Paper list on . . .
    Advanced decoding methods can enhance generation at inference time, providing an effective and efficient way to control outputs from LLMs and LVLMs 🙋‍♂️ The QuickStart section offers an overview to help you quickly dive into learning about decoding methods
  • Chapter 8: Decoding Strategies - GitHub Pages
    In this chapter you will learn how to use the different decoding strategies in practice When using models from huggingface you can choose the decoding strategy by specifying the hyperparameters of the generate method of those models
  • Advanced Methods for Decoding - Scaler Topics
    To generate high-quality output texts from such language models, various decoding methods have been proposed In this article, we will discuss various decoding strategies: Greedy search, Beam search, Sampling, Top-K sampling, and Top-p (nucleus) sampling





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