In this tutorial, we demonstrate a realistic data poisoning attack by manipulating labels in the CIFAR-10 dataset …
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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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Training a Model on Multiple GPUs with Data Parallelism
by Techaiappby Techaiapp 10 minutes readimport dataclasses import os  import datasets import tqdm import tokenizers import torch import torch.distributed as dist …
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“”“Process the WikiText dataset for training the BERT model. Using Hugging Face datasets library. ““” Â import …
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How to Build an End-to-End Interactive Analytics Dashboard Using PyGWalker Features for Insightful Data Exploration
by Techaiappby Techaiapp 2 minutes readdef generate_advanced_dataset(): np.random.seed(42) start_date = datetime(2022, 1, 1) dates = [start_date + timedelta(days=x) for x in range(730)] …
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MIT Energy Initiative launches Data Center Power Forum | MIT News
by Techaiappby Techaiapp 5 minutes readWith global power demand from data centers expected to more than double by 2030, the MIT Energy Initiative …
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A Coding Guide to Build a Finance Analytics Tool for Extracting Yahoo Finance Data, Computing Financial Analysis, and Creating Custom PDF Reports
by Techaiappby Techaiapp 7 minutes readExtracting and analyzing stock data is key to informed decision-making in the financial landscape. This tutorial offers …
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Researchers at Stanford Present ZIP-FIT : A Novel Data Selection AI Framework that Chooses Compression Over Embeddings to Finetune Models on Domain Specific Tasks
by Techaiappby Techaiapp 4 minutes readData Selection for domain-specific art is an intricate craft, especially if we want to get the desired …
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This AI Research from Cohere for AI Compares Merging vs Data Mixing as a Recipe for Building High-Performant Aligned LLMs
by Techaiappby Techaiapp 5 minutes readLarge language models (LLMs) have revolutionized the field of artificial intelligence by performing a wide range of …
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CREAM: A New Self-Rewarding Method that Allows the Model to Learn more Selectively and Emphasize on Reliable Preference Data
by Techaiappby Techaiapp 5 minutes readOne of the most critical challenges of LLMs is how to align these models with human values …