AWS Machine Learning Blog

APRIL 16, 2024

To store information in Secrets Manager, complete the following steps: On the Secrets Manager console, choose Store a new secret. Complete the following steps: On the Secrets Manager console, choose Store a new secret. The way you craft a prompt can profoundly influence the nature and usefulness of the AI’s response.

Data Scientist 90

Data Scientist Generative AI ML Machine Learning 90

AWS Machine Learning Blog

APRIL 17, 2023

Prompt engineering Prompt engineering refers to efforts to extract accurate, consistent, and fair outputs from large models, such text-to-image synthesizers or large language models. For more information, refer to EMNLP: Prompt engineering is the new feature engineering.

Prompt Engineer 78

Prompt Engineer Prompt Engineering Deep Learning Large Language Models 78

Snorkel AI

MARCH 2, 2023

As we look at the progression, we see that these state-of-the-art NLP models are getting larger and larger over time. Others, toward language completion and further downstream tasks. In media and gaming: designing game storylines, scripts, auto-generated blogs, articles and tweets, and grammar corrections and text formatting.

Large Language Models 52

Large Language Models Prompt Engineer Prompt Engineering Neural Network 52

Snorkel AI

MARCH 2, 2023

As we look at the progression, we see that these state-of-the-art NLP models are getting larger and larger over time. Others, toward language completion and further downstream tasks. In media and gaming: designing game storylines, scripts, auto-generated blogs, articles and tweets, and grammar corrections and text formatting.

Large Language Models 52

Large Language Models Prompt Engineer Prompt Engineering Neural Network 52

Unite.AI

SEPTEMBER 4, 2023

Technical Deep Dive of Llama 2 For training the Llama 2 model; like its predecessors, it uses an auto-regressive transformer architecture , pre-trained on an extensive corpus of self-supervised data. Much like LLaMa 2, InstructGPT also leverages these advanced training techniques to optimize its model's performance.

ChatGPT 290

ChatGPT Auto-complete Large Language Models LLM 290

AWS Machine Learning Blog

MARCH 19, 2024

Generative language models have proven remarkably skillful at solving logical and analytical natural language processing (NLP) tasks. Furthermore, the use of prompt engineering can notably enhance their performance. In particular, CoT has been shown to elicit reasoning in complex NLP tasks. split("/")[-1]}.out'

Auto-complete 103

Auto-complete NLP Prompt Engineer Prompt Engineering 103

AWS Machine Learning Blog

NOVEMBER 1, 2023

Additionally, you benefit from advanced features like auto scaling of inference endpoints, enhanced security, and built-in model monitoring. The pre-training of IDEFICS-9b took 350 hours to complete on 128 Nvidia A100 GPUs, whereas fine-tuning of IDEFICS-9b-instruct took 70 hours on 128 Nvidia A100 GPUs, both on AWS p4.24xlarge instances.

Auto-classification 92

Auto-classification LLM Auto-complete Generative AI 92