Results 1 to 10 of about 368,456 (381)
Editing Models with Task Arithmetic [PDF]
Changing how pre-trained models behave -- e.g., improving their performance on a downstream task or mitigating biases learned during pre-training -- is a common practice when developing machine learning systems.
Gabriel Ilharco+6 more
semanticscholar +1 more source
How well do Large Language Models perform in Arithmetic tasks? [PDF]
Large language models have emerged abilities including chain-of-thought to answer math word problems step by step. Solving math word problems not only requires abilities to disassemble problems via chain-of-thought but also needs to calculate arithmetic ...
Zheng Yuan+4 more
semanticscholar +1 more source
Task Arithmetic in the Tangent Space: Improved Editing of Pre-Trained Models [PDF]
Task arithmetic has recently emerged as a cost-effective and scalable approach to edit pre-trained models directly in weight space: By adding the fine-tuned weights of different tasks, the model's performance can be improved on these tasks, while ...
Guillermo Ortiz-Jiménez+2 more
semanticscholar +1 more source
Teaching Arithmetic to Small Transformers [PDF]
Large language models like GPT-4 exhibit emergent capabilities across general-purpose tasks, such as basic arithmetic, when trained on extensive text data, even though these tasks are not explicitly encoded by the unsupervised, next-token prediction ...
Nayoung Lee+4 more
semanticscholar +1 more source
Hilbert arithmetic as a Pythagorean arithmetic: arithmetic as transcendental [PDF]
The paper considers a generalization of Peano arithmetic, Hilbert arithmetic as the basis of the world in a Pythagorean manner. Hilbert arithmetic unifies the foundations of mathematics (Peano arithmetic and set theory), foundations of physics (quantum mechanics and information), and philosophical transcendentalism (Husserl’s phenomenology) into a ...
openaire +6 more sources
Developing a video for learning mathematics in the Number Theory course as the purpose of this research. This needs to be done to help students understand the material during online learning. The development procedure in this R&D research is based on the
Nur'aini Muhassanah+2 more
doaj +1 more source
Mathematics books based on Realistic Mathematics Education (RME) integrated with Islamic values will make mathematics learning more memorable. The reason is, that the books or learning resources used by most students only contain a collection of material
Aeni Nur Taskiyah, Putri Nur Malasari
doaj +1 more source
Quantization and Training of Neural Networks for Efficient Integer-Arithmetic-Only Inference [PDF]
The rising popularity of intelligent mobile devices and the daunting computational cost of deep learning-based models call for efficient and accurate on-device inference schemes.
Benoit Jacob+7 more
semanticscholar +1 more source
A Baxter class of a different kind, and other bijective results using tableau sequences ending with a row shape [PDF]
Tableau sequences of bounded height have been central to the analysis of $k$-noncrossing set partitions and matchings. We show here that families of sequences that end with a row shape are particularly compelling and lead to some interesting connections.
Sophie Burrill+2 more
doaj +1 more source