Investigating Task Arithmetic for Zero-Shot Information Retrieval This repository contains the code for the experiments of the paper "Investigating Task Arithmetic for Zero-Shot Information Retrieval". The repository is organized as follows: Scripts: the code used to run the experiments, described in ...
Task Arithmetic: https://github.com/mlfoundations/task_vectors TIES-MERGING: https://github.com/prateeky2806/ties-merging/tree/main Model Soups: https://github.com/mlfoundations/model-soups Tent: https://github.com/DequanWang/tent About...
Code Edit mmorafah/takfl official 1 Tasks Edit Federated Learning Knowledge Distillation Task Arithmetic Transfer Learning Datasets Edit CIFAR-10 ImageNet CIFAR-100 SST MultiNLI SST-2 CINIC-10 Results from the Paper Edit Submit results from this paper to get state-of-the-art GitHub ...
Task arithmetic has emerged as a cost-effective approach for MTL. It enables performance enhancement across multiple tasks by adding their corresponding task vectors to a pre-trained model. However, the current lack of a method that can simultaneously achieve optimal performance, computational ...
precision floating point arithmetic (`float`). However the use of hardware acceleration leads to some behavioral restrictions in ESP-IDF FreeRTOS. Therefore, tasks that utilize `float` will automatically be pinned to a core if not done so already. Furthermore, `float` cannot be used in inter...
ethics_deontology ethics_justice ethics_utilitarianism_original ethics_utilitarianism ethics_virtue truthfulqa_gen mutual mutual_plus math_algebra math_counting_and_prob math_geometry math_intermediate_algebra math_num_theory math_prealgebra math_precalc math_asdiv arithmetic_2da arithmetic_2ds arithmetic_3da...
available task_name including: 'mconala', 'mnli', 'squad', 'bbh' (This task includes following subtasks:['date_understanding', 'logical_deduction_five_objects', 'movie_recommendation', 'multistep_arithmetic_two', 'object_counting', 'word_sorting', 'hyperbaton', 'sports_understanding', '...
内容介绍 模型融合大体来说有如下的类型方式: 简单加权融合: 回归(分类概率):算术平均融合(Arithmetic mean),几何平均融合(Geometric mean); 分类:投票...预测结果作为新的训练集,来学习一个新的学习器。 将个体学习器结合在一起的时候使用的方法叫做结合策略。对于分类问题,我们可以使用投票法来选择输出最多的类。
Utilities that assist in handling common formatting and layout needs (e.g. arithmetic) Template functions should not return errors unless there is no way to print a sensible value. For example, converting a string to an integer should not produce an error if conversion fails. Instead, it shoul...
The seven fMRI tasks were the following: gambling (tfMRI_GAMBLING), relational (tfMRI_RELATIONAL), social (tfMRI_SOCIAL), working memory (tfMRI_WM), motor (tfMRI_MOTOR), language (tfMRI_LANGUAGE, including both a story-listening and arithmetic task) and emotion (tfMRI_EMOTION). The ...