import dataclasses import os import datasets import tokenizers import torch import torch.distributed as dist import torch.nn …
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Train Your Large Model on Multiple GPUs with Fully Sharded Data Parallelism
by Techaiappby Techaiapp 13 minutes readimport dataclasses import functools import os import datasets import tokenizers import torch import torch.distributed as dist …
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Train Your Large Model on Multiple GPUs with Tensor Parallelism
by Techaiappby Techaiapp 13 minutes readimport dataclasses import datetime import os import datasets import tokenizers import torch import torch.distributed as dist …
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A new way to increase the capabilities of large language models | MIT News
by Techaiappby Techaiapp 5 minutes readMost languages use word position and sentence structure to extract meaning. For example, “The cat sat on …
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A smarter way for large language models to think about hard problems | MIT News
by Techaiappby Techaiapp 5 minutes readTo make large language models (LLMs) more accurate when answering harder questions, researchers can let the model …
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A robot searching for workers trapped in a partially collapsed mine shaft must rapidly generate a map …
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7 Pandas Tricks to Handle Large DatasetsImage by Editor Introduction Large dataset handling in Python is not …
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This AI Paper Introduces WINGS: A Dual-Learner Architecture to Prevent Text-Only Forgetting in Multimodal Large Language Models
by Techaiappby Techaiapp 4 minutes readMultimodal LLMs: Expanding Capabilities Across Text and Vision Expanding large language models (LLMs) to handle multiple modalities, …
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Modeling Extremely Large Images with xT – The Berkeley Artificial Intelligence Research Blog
by Techaiappby Techaiapp 1 minutes readAs computer vision researchers, we believe that every pixel can tell a story. However, there seems to …
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Archetypal SAE: Adaptive and Stable Dictionary Learning for Concept Extraction in Large Vision Models
by Techaiappby Techaiapp 4 minutes readArtificial Neural Networks (ANNs) have revolutionized computer vision with great performance, but their “black-box” nature creates significant …