import dataclasses import os  import datasets import tqdm import tokenizers import torch import torch.distributed as dist …
Tag:
Training
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BERT is an early transformer-based model for NLP tasks that’s small and fast enough to train on …
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“”“Process the WikiText dataset for training the BERT model. Using Hugging Face datasets library. ““” Â import …
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A language model is a mathematical model that describes a human language as a probability distribution over …
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Open-Reasoner-Zero: An Open-source Implementation of Large-Scale Reasoning-Oriented Reinforcement Learning Training
by Techaiappby Techaiapp 4 minutes readLarge-scale reinforcement learning (RL) training of language models on reasoning tasks has become a promising technique for …
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AWS Researchers Propose LEDEX: A Machine Learning Training Framework that Significantly Improves the Self-Debugging Capability of LLMs
by Techaiappby Techaiapp 4 minutes readCode generation using Large Language Models (LLMs) has emerged as a critical research area, but generating accurate …
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Starbucks: A New AI Training Strategy for Matryoshka-like Embedding Models which Encompasses both the Fine-Tuning and Pre-Training Phases
by Techaiappby Techaiapp 4 minutes readIn machine learning, embeddings are widely used to represent data in a compressed, low-dimensional vector space. They …
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Nvidia AI Introduces the Normalized Transformer (nGPT): A Hypersphere-based Transformer Achieving 4-20x Faster Training and Improved Stability for LLMs
by Techaiappby Techaiapp 4 minutes readThe rise of Transformer-based models has significantly advanced the field of natural language processing. However, the training …
