AWS Machine Learning Blog

MAY 16, 2024

When training is complete (through the Lambda step), the deployed model is updated to the SageMaker endpoint. When the preprocessing batch was complete, the training/test data needed for training was partitioned based on runtime and stored in Amazon S3. We load tested it with Locust using five g4dn.2xlarge

Deep Learning 111

Deep Learning Auto-complete Algorithm ML 111

AWS Machine Learning Blog

JULY 16, 2024

NVIDIA NeMo Framework NVIDIA NeMo is an end-to-end cloud-centered framework for training and deploying generative AI models with billions and trillions of parameters at scale. NVIDIA NeMo simplifies generative AI model development, making it more cost-effective and efficient for enterprises. 24xlarge instances.

Generative AI 120

Generative AI Auto-complete Auto-classification Deep Learning 120

IBM Journey to AI blog

MARCH 6, 2024

Software development is one arena where we are already seeing significant impacts from generative AI tools. A McKinsey study claims that software developers can complete coding tasks up to twice as fast with generative AI. Generative AI is just one tool in the toolbelt.

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Generative AI DevOps Software Development Auto-complete 321

Unite.AI

DECEMBER 10, 2024

Gentrace , a cutting-edge platform for testing and monitoring generative AI applications, has announced the successful completion of an $8 million Series A funding round led by Matrix Partners , with contributions from Headline and K9 Ventures. billion by 2030 , expanding at a compound annual growth rate (CAGR) of 34.2%.

Generative AI 144

Generative AI Auto-complete LLM DevOps 144

AWS Machine Learning Blog

DECEMBER 4, 2024

Scalable infrastructure – Bedrock Marketplace offers configurable scalability through managed endpoints, allowing organizations to select their desired number of instances, choose appropriate instance types, define custom auto scaling policies that dynamically adjust to workload demands, and optimize costs while maintaining performance.

Machine Learning 92

Machine Learning Large Language Models Data Scarcity Auto-complete 92

AWS Machine Learning Blog

JUNE 29, 2023

model = AutoModelForCausalLM.from_pretrained(model_id, trust_remote_code=True, quantization_config=bnb_config, device_map="auto") With Hugging Face’s PEFT library, you can freeze most of the original model weights and replace or extend model layers by training an additional, much smaller, set of parameters.

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Auto-complete Machine Learning Large Language Models ML 137

Mlearning.ai

MAY 3, 2023

It is built on top of OpenAI’s Generative Pretrained Transformer (GPT-3.5 autogpt : Auto-GPT is an “Autonomous AI agent” that given a goal in natural language, will allow Large Language Models (LLMs) to think, plan, and execute actions for us autonomously. The complete code of the APP can be found here.

Large Language Models 52

Large Language Models Python Auto-complete Natural Language Processing 52

AWS Machine Learning Blog

JANUARY 9, 2025

As organizations navigate the complexities of the digital realm, generative AI has emerged as a transformative force, empowering enterprises to enhance productivity, streamline workflows, and drive innovation. It is redefining the way businesses approach data-driven decision-making, content generation, and secure task management.

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Auto-complete Generative AI DevOps AI 99

AWS Machine Learning Blog

NOVEMBER 6, 2024

Generative AI continues to push the boundaries of what’s possible. One area garnering significant attention is the use of generative AI to analyze audio and video transcripts, increasing our ability to extract valuable insights from content stored in audio or video files. Current status is {job_status}.")

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Auto-complete Machine Learning Generative AI Large Language Models 101

AWS Machine Learning Blog

JANUARY 9, 2025

DSX provides unmatched prevention and explainability by using a powerful combination of deep learning-based DSX Brain and generative AI DSX Companion to protect systems from known and unknown malware and ransomware in real-time.

Deep Learning 102

Deep Learning Neural Network Explainability AI 102

AWS Machine Learning Blog

FEBRUARY 7, 2025

Deployment is fully automated with GitLab CI/CD pipelines, Terraform, and Helm, requiring less than an hour to complete without any downtime. We use Karpenter as the cluster auto scaler. These results can also serve as a data source for generative AI features such as automated report generation.

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Auto-complete DevOps AI AI 64