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AI and coding: How Seattle tech companies are using generative AI for programming

Flipboard

Prompt: “A robot helping a software engineer develop code.” ” Generative AI is already changing the way software engineers do their jobs. Redfin Photo) “We’ve already found a number of places where AI tools are making our engineers more efficient. Made with Microsoft Bing Image Creator.

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How Amazon Search M5 saved 30% for LLM training cost by using AWS Trainium

AWS Machine Learning Blog

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.

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Creating your whole codebase at once using LLMs – how long until AI replaces human developers?

deepsense.ai

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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Become a ChatGPT Power-User

Robot Writers AI

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.”

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MetaGPT: Complete Guide to the Best AI Agent Available Right Now

Unite.AI

Last time we delved into AutoGPT and GPT-Engineering , the early mainstream open-source LLM-based AI agents designed to automate complex tasks. Enter MetaGPT — a Multi-agent system that utilizes Large Language models by Sirui Hong fuses Standardized Operating Procedures (SOPs) with LLM-based multi-agent systems.

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Best prompting practices for using the Llama 2 Chat LLM through Amazon SageMaker JumpStart

AWS Machine Learning Blog

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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Deploy Falcon-40B with large model inference DLCs on Amazon SageMaker

AWS Machine Learning Blog

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.