The segmentation of retinal vasculature from eye fundus images is a fundamental task in retinal image analysis. Over recent years, increasingly complex approaches based on sophisticated Convolutional Neural Network architectures have been pushing perform
68 Three general factors that were consistently considered important in survey responses were (i) the availability of native plants; (ii) consumer preferences; and (iii) knowledge about native plants. With regard to native plant education, botanical gardens and citizen science can be effective ...
State officials at the Council of State Governments conference were reluctant to talk about what’s to come, but there is both concern and optimism. Louis JacobsonDec. 9, 2024 Best States The States That Put Fluoride in Water Fluoride helps prevent tooth decay, but some local governments are ...
Typical steps of RLHF, which follow an initial step of supervised fine-tuning of a pre-trained language model, e.g. GPT-3. The false promise of imitating proprietary LLMs, or how RLHF is still king 伯克利的研究人员表明,将小型 LLM 在更大、更有能力的 LLM 的输出上进行微调会产生风格上令...
Our resulting 2022 State of Data Science report looks at actionable issues within the data science, machine learning, and artificial intelligence industries, like open-source security, the talent dilemma, ethics and bias, and more. *In the spirit of democratizing data, we are pleased to make the...
In the research field of robotic spine surgery, there is a big upcoming momentum for surgeon-like autonomous behaviour and surgical accuracy in robotics which goes beyond the standard engineering notions such as geometric precision. The objective of this review is to present an overview of the sta...
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Prepare a model for training with a PEFT method such as LoRA by wrapping the base model and PEFT configuration with get_peft_model. For the bigscience/mt0-large model, you're only training 0.19% of the parameters! from transformers import AutoModelForSeq2SeqLM from peft import get_peft_co...
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Typhoon disasters undergo a complex evolutionary process influenced by temporal changes, and investigating this process constitutes the central focus of geographical research. As a key node within the typhoon disaster process, the state serves as the fou