AWS Machine Learning Blog

NOVEMBER 22, 2023

To summarize, we used the following flags for compilation: NEURON_CC_FLAGS="--target trn1 --auto-cast all --auto-cast-type bf16 --model-type transformer --optlevel O1" Checkpoint compatibility When compilation is successfully complete, we can proceed to train our models on Trainium. You can find him on LinkedIn.

LLM 113

LLM Software Engineer Auto-complete Neural Network 113

AWS Machine Learning Blog

JULY 24, 2024

In this post, we share how the Salesforce Einstein AI Platform team boosted latency and throughput of their code generation LLM using Amazon SageMaker. LMI containers are a set of high-performance Docker Containers purpose built for LLM inference. Looking to host your own LLMs on SageMaker?

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LLM Machine Learning Auto-complete NLP 128

deepsense.ai

OCTOBER 8, 2023

We can define an AI Agent as a computer program or system that can perceive its environment, process information, and make decisions or take actions to achieve specific goals (such as solving software engineering problems). Simplified Auto-GPT Workflow, Source: own study Extra details For memory, the agent employs a dual approach.

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Auto-complete LLM Software Engineer AI 111

AWS Machine Learning Blog

JUNE 13, 2023

Last week, Technology Innovation Institute (TII) launched TII Falcon LLM , an open-source foundational large language model (LLM). The result of this effort is TII Falcon LLM. SageMaker large model inference DLCs simplify LLM hosting Hosting LLMs such as Falcon-40B and Falcon-7B can be challenging.

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Auto-complete Deep Learning LLM Machine Learning 94

AWS Machine Learning Blog

NOVEMBER 15, 2023

Llama 2 stands at the forefront of AI innovation, embodying an advanced auto-regressive language model developed on a sophisticated transformer foundation. In this post, we explore best practices for prompting the Llama 2 Chat LLM. The complete example is shown in the accompanying notebook. You can find Jin on Linkedln.

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LLM Large Language Models Chatbots Artificial Intelligence 118

AWS Machine Learning Blog

MAY 12, 2023

To get started, complete the following steps: On the File menu, choose New and Terminal. Use CodeWhisperer in Studio After we complete the installation steps, we can use CodeWhisperer by opening a new notebook or Python file. To get started, complete the following steps: On the File menu, choose New and Terminal.

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Auto-complete Machine Learning Python ML 98

AWS Machine Learning Blog

DECEMBER 14, 2023

Complete the following steps to edit an existing space: On the space details page, choose Stop space. To start using Amazon CodeWhisperer, make sure that the Resume Auto-Suggestions feature is activated. Majisha Namath Parambath is a Senior Software Engineer at Amazon SageMaker. Choose Create JupyterLab space.

Generative AI 123

Generative AI AI Tools ML Auto-complete 123

Flipboard

DECEMBER 13, 2024

Clearwaters LLM operations (LLMOps) pipeline plays a crucial role in this process, automating the evaluation and seamless integration of new models. This commitment to using the most effective LLMs for each unique task with cutting-edge technology and optimal performance is the cornerstone of Clearwaters approach.

Generative AI 128

Generative AI AI AI Machine Learning 128

Robot Writers AI

DECEMBER 24, 2023

For a look at the complete guide published by OpenAI, click here. Observes writer Carl Franzen: “Yes, you read that correctly: Google’s brand new LLM — the one that has been in development for months at least — performs worse at most tasks than OpenAI’s older, less cutting-edge, free model.”

ChatGPT 52

ChatGPT Auto-complete OpenAI Robotics 52

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. This adaptation is facilitated through the use of LLM prompts. For Secret type , choose Other type of secret.

Data Scientist 117

Data Scientist Generative AI Machine Learning Auto-complete 117

The MLOps Blog

JUNE 27, 2023

Can you see the complete model lineage with data/models/experiments used downstream? Some of its features include a data labeling workforce, annotation workflows, active learning and auto-labeling, scalability and infrastructure, and so on. Is it accessible from your language/framework/infrastructure, framework, or infrastructure?

Machine Learning 134

Machine Learning Metadata Data Scientist Data Quality 134

Snorkel AI

MARCH 2, 2023

Ali Arsanjani, director of cloud partner engineering at Google Cloud , presented a talk entitled “Challenges and Ethics of DLM and LLM Adoption in the Enterprise” at Snorkel AI’s recent Foundation Model Virtual Summit. Others, toward language completion and further downstream tasks.

Large Language Models 52

Large Language Models Prompt Engineering Prompt Engineer Neural Network 52

Snorkel AI

MARCH 2, 2023

Ali Arsanjani, director of cloud partner engineering at Google Cloud , presented a talk entitled “Challenges and Ethics of DLM and LLM Adoption in the Enterprise” at Snorkel AI’s recent Foundation Model Virtual Summit. Others, toward language completion and further downstream tasks.

Large Language Models 52

Large Language Models Prompt Engineering Prompt Engineer Neural Network 52

Unite.AI

APRIL 18, 2024

From self-driving cars to language models that can engage in human-like conversations, AI is rapidly transforming various industries, and software development is no exception. However, the advent of AI-powered software engineers like SWE-Agent has the potential to disrupt this age-old paradigm.

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Software Engineer Software Development LLM Auto-complete 261

Unite.AI

MAY 28, 2024

vLLM Engine: Provides high-throughput LLM serving with features like continuous batching, optimized CUDA kernels, and parallel decoding algorithms for efficient large-scale inference. Designing and Implementing multi-node auto-scaling with high throughput serving engines such as vLLM for LLM deployments.

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Auto-complete LLM Machine Learning Software Development 147

AWS Machine Learning Blog

JULY 23, 2024

collection of multilingual large language models (LLMs), which includes pre-trained and instruction tuned generative AI models in 8B, 70B, and 405B sizes, is available through Amazon SageMaker JumpStart to deploy for inference. is an auto-regressive language model that uses an optimized transformer architecture. The Llama 3.1

Machine Learning 124

Machine Learning Computer Vision Python ML 124

AWS Machine Learning Blog

NOVEMBER 20, 2024

We then send the prompt alongside the additional context to a large language model (LLM) for response generation. on Amazon Bedrock as our LLM to generate user responses using additional context. The prompt is then augmented with the chunks that are retrieved from the vector store. Anthropic’s Claude Sonnet 3.5

Automation 110

Automation Data Ingestion Auto-complete Software Engineer 110