AWS Machine Learning Blog

FEBRUARY 9, 2024

To track consumption and cost per team, the solution logs data for each individual invocation, including the model invoked, number of tokens for text generation models, and image dimensions for multi-modal models. inputTokens – The number of tokens sent to the model as part of the prompt (for text generation and embeddings models).

Generative AI 128

Generative AI Machine Learning Python Explainability 128

PyImageSearch

AUGUST 14, 2023

Selection Bias and Cold Start Along with capturing the asymmetry in the co-purchase relationship, related-product recommendations suffer from the challenge of selection bias, which is inherent to historical purchase data due to product availability, price, etc. when is the related product. In other words, it assumes that and.

Computer Vision 98

Computer Vision Deep Learning Algorithm Neural Network 98

TheSequence

AUGUST 20, 2023

Multiyear leases of NVIDIA GPUs by large tech companies have become the norm in the AI space, pricing out innovative startups. Pruning Pretrained Networks Google Research published a paper outlinig CHITA(Combinatorial Hessian-free Iterative Thresholding Algorithm), a method for pruning large scale pretrained models.

Neural Network 52

Neural Network OpenAI LLM ML 52

Lexalytics

APRIL 5, 2021

It pretty much started here: McCulloch and Pitts wrote a paper [ 1 ] describing an idealized neuron as a threshold logic device and showed that an arrangement of such devices could express any propositional logic formula. Most importantly, its output was not thresholded but was simply the linear weighted sum of its inputs.

Neural Network 52

Neural Network Convolutional Neural Networks Natural Language Processing BERT 52

AWS Machine Learning Blog

JANUARY 20, 2023

A trusted leader in AI, Internet of Things (IoT), customer experience, and network and workflow management, CCC delivers innovations that keep people’s lives moving forward when it matters most. Once the request is made, the step function enters a pending state until it receives the callback token indicating it can move to the next stage.

AI Modeling 65

AI Modeling Computer Vision AI AI 65

Google Research AI blog

NOVEMBER 28, 2022

Bellemare Residual Multiplicative Filter Networks for Multiscale Reconstruction Shayan Shekarforoush, David B. Chi The Nature of Temporal Difference Errors in Multi-step Distributional Reinforcement Learning Yunhao Tang, Mark Rowland, Rémi Munos, Bernardo Ávila Pires, Will Dabney, Marc G. Lindell, David J.

Neural Network 52

Neural Network Machine Learning Large Language Models Algorithm 52

TheSequence

NOVEMBER 27, 2023

turbo – charges just $6 per million tokens for fine-tuned models. Fine-Tuning and Serving LLMs with LoRA The conventional approach to fine-tuning a deep neural network is to update all the parameters of the model as a continuation of the training process.

LLM 52

LLM Neural Network Large Language Models Python 52