Marktechpost

OCTOBER 22, 2024

In recent years, large language models (LLMs) have demonstrated significant progress in various applications, from text generation to question answering. However, one critical area of improvement is ensuring these models accurately follow specific instructions during tasks, such as adjusting format, tone, or content length.

Large Language Models 111

Large Language Models Neural Network Inference Engine AI 111

Marktechpost

OCTOBER 16, 2024

Machine learning focuses on developing models that can learn from large datasets to improve their predictions and decision-making abilities. These models are governed by scaling laws, suggesting that increasing model size and the amount of training data enhances performance. Don’t Forget to join our 50k+ ML SubReddit.

Large Language Models 106

Large Language Models Neural Network Machine Learning Inference Engine 106

Unite.AI

JULY 18, 2024

They are made up of thousands of small cores that can manage multiple tasks simultaneously, excelling at parallel tasks like matrix operations, making them ideal for neural network training. These specialized hardware components are designed for neural network inference tasks, prioritizing low latency and energy efficiency.

Neural Network 162

Neural Network AI Modeling AI AI 162

Marktechpost

OCTOBER 17, 2024

In particular, the release targets bottlenecks experienced in transformer models and LLMs (Large Language Models), the ongoing need for GPU optimizations, and the efficiency of training and inference for both research and production settings. With the latest PyTorch 2.5 Don’t Forget to join our 50k+ ML SubReddit.

Machine Learning 120

Machine Learning Neural Network Data Scientist Inference Engine 120

Unite.AI

JUNE 21, 2024

According to NVIDIA's benchmarks , TensorRT can provide up to 8x faster inference performance and 5x lower total cost of ownership compared to CPU-based inference for large language models like GPT-3. Accelerating LLM Training with GPUs and CUDA. import torch import torch.nn

Deep Learning 130

Deep Learning Neural Network Convolutional Neural Networks Large Language Models 130

Marktechpost

OCTOBER 21, 2024

Large Language Models (LLMs) have gained significant attention in AI research due to their impressive capabilities. Existing methods to address the challenges in AI-powered chess and decision-making systems include neural networks for chess, diffusion models, and world models.

Neural Network 102

Neural Network Inference Engine Large Language Models Algorithm 102

Marktechpost

OCTOBER 18, 2024

Large Language Models (LLMs) have gained significant traction in recent years, with fine-tuning pre-trained models for specific tasks becoming a common practice. However, this approach needs help in resource efficiency when deploying separate models for each task. Don’t Forget to join our 50k+ ML SubReddit.

Large Language Models 60

Large Language Models Neural Network Inference Engine LLM 60