Unite.AI

SEPTEMBER 11, 2023

According to a recent report by The Information, the San Francisco-based company is reportedly on pace to hit $1 billion in annual revenue. Last time we delved into AutoGPT and GPT-Engineering , the early mainstream open-source LLM-based AI agents designed to automate complex tasks.

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Python OpenAI Software Development Software Engineer 328

The MLOps Blog

SEPTEMBER 26, 2024

Effective mitigation strategies involve enhancing data quality, alignment, information retrieval methods, and prompt engineering. Self-attention is the mechanism where tokens interact with each other (auto-regressive) and with the knowledge acquired during pre-training. In 2022, when GPT-3.5

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LLM Auto-complete Prompt Engineer Prompt Engineering 72

AWS Machine Learning Blog

DECEMBER 5, 2023

Structured data, defined as data following a fixed pattern such as information stored in columns within databases, and unstructured data, which lacks a specific form or pattern like text, images, or social media posts, both continue to grow as they are produced and consumed by various organizations.

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Metadata Auto-classification Auto-complete Content Enrichment 120

AWS Machine Learning Blog

MAY 17, 2024

LLMs are specifically focused on language-based tasks such as summarization, text generation, classification, open-ended conversation, and information extraction. FMs and LLMs, even though they’re pre-trained, can continue to learn from data inputs or prompts during inference. Prompt engineering is an iterative process.

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Generative AI LLM Prompt Engineer Prompt Engineering 131

John Snow Labs

OCTOBER 12, 2023

In this release, we’ve focused on simplifying model sharing, making advanced features more accessible with FREE access to Zero-shot NER prompting, streamlining the annotation process with completions and predictions merging, and introducing Azure Blob backup integration. Click “Submit” to finalize.

NLP 52

NLP Auto-complete Auto-classification Prompt Engineer 52

Artificial Corner

JANUARY 25, 2024

complete def fibonacci Another thing I really like is that Copilot doesn't just stop after giving a response. Instead of just focusing on code completion, it hones in on testing our code and providing us with ways to make it better. This is mainly because they tend to throw in a lot of extra information.

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Auto-complete ChatGPT AI AI 95

AWS Machine Learning Blog

JUNE 20, 2024

Another challenge is the need for an effective mechanism to handle cases where no useful information can be retrieved for a given input. Additionally, evaluation can identify potential biases, hallucinations, inconsistencies, or factual errors that may arise from the integration of external sources or from sub-optimal prompt engineering.

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Auto-classification LLM Prompt Engineer Prompt Engineering 127

The MLOps Blog

MARCH 12, 2024

Retrieval Augmented Generation (RAG) enables LLMs to extract and synthesize information like an advanced search engine. Tools range from data platforms to vector databases, embedding providers, fine-tuning platforms, prompt engineering, evaluation tools, orchestration frameworks, observability platforms, and LLM API gateways.

Prompt Engineer 52

Prompt Engineer Prompt Engineering Large Language Models LLM 52

AWS Machine Learning Blog

FEBRUARY 19, 2024

For more information, refer to Model access. b64decode(base64_image))) for base64_image in response_body.get("images") ] return images Generate images from text Scripts that generate a new image from a text prompt follow this implementation pattern: Configure a text prompt and optional negative text prompt.

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Auto-complete Python Computer Vision Generative AI 118

AWS Machine Learning Blog

SEPTEMBER 14, 2023

To improve the quality of output, approaches like n-short learning, Prompt engineering, Retrieval Augmented Generation (RAG) and fine tuning are used. For more information, refer to Configure the AWS CLI. Today, generative AI models cover a variety of tasks from text summarization, Q&A, and image and video generation.

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Python Machine Learning Auto-complete Generative AI 127

AWS Machine Learning Blog

APRIL 17, 2023

For more information, refer to Knowledge distillation in deep learning and its applications. 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.

Prompt Engineer 93

Prompt Engineer Prompt Engineering Deep Learning Large Language Models 93

Mlearning.ai

JULY 3, 2023

Life however decided to take me down a different path (partly thanks to Fujifilm discontinuing various films ), although I have never quite completely forgotten about glamour photography. Denoising Process Summary Text from a prompt is tokenized and encoded numerically. Image created by the author.

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Generative AI Auto-complete Auto-classification AI 52

AWS Machine Learning Blog

APRIL 20, 2023

In this case, compilation information is not available. Inference Recommender uses this information to run a performance benchmark load test. The latency, concurrency, and cost metrics from the advanced job help you make informed decisions about the ML serving infrastructure for mission-critical applications. sm_client = boto3.client("sagemaker",

ML 90

ML Auto-classification Python Auto-complete 90

AWS Machine Learning Blog

APRIL 16, 2024

or lower) or in a custom environment, refer to appendix for more information. An AWS Glue connection is an AWS Glue Data Catalog object that stores essential data such as login credentials, URI strings, and virtual private cloud (VPC) information for specific data stores. Instead, use Secrets Manager for handling sensitive information.

Data Scientist 110

Data Scientist Generative AI Machine Learning Auto-complete 110

Snorkel AI

MARCH 2, 2023

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. Then comes prompt engineering. Prompt engineering cannot be thought of as a very simple matter.

Large Language Models 52

Large Language Models Prompt Engineer Prompt Engineering Neural Network 52

Snorkel AI

MARCH 2, 2023

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. Then comes prompt engineering. Prompt engineering cannot be thought of as a very simple matter.

Large Language Models 52

Large Language Models Prompt Engineer Prompt Engineering Neural Network 52

The MLOps Blog

JUNE 27, 2023

The platform also offers features for hyperparameter optimization, automating model training workflows, model management, prompt engineering, and no-code ML app development. Can you see the complete model lineage with data/models/experiments used downstream? Can you debug system information? Can you render audio/video?

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Machine Learning Metadata Data Scientist Data Quality 134

Topbots

JUNE 29, 2023

Figure 1: Representation of the Text2SQL flow As our world is getting more global and dynamic, businesses are more and more dependent on data for making informed, objective and timely decisions. Information might get lost along the way when the requirements are not accurately translated into analytical queries.

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Auto-complete Algorithm Data Scientist Auto-classification 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. This mechanism informed the Reward Models, which are then used to fine-tune the conversational AI model.

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ChatGPT Auto-complete Large Language Models LLM 290

AWS Machine Learning Blog

MARCH 19, 2024

Furthermore, the use of prompt engineering can notably enhance their performance. To additionally boost accuracy on tasks that involve reasoning, a self-consistency prompting approach has been suggested, which replaces greedy with stochastic decoding during language generation. Access to models hosted on Amazon Bedrock.

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Auto-complete NLP Prompt Engineer Prompt Engineering 122

Unite.AI

JUNE 15, 2023

The company’s AI can learn from internal documents, email, chat and even old support tickets to automatically resolve auto-route tickets correctly, and quickly surface the most relevant institutional knowledge. It's not eliminated completely, but it gets minimized to the point where it's very effective. But you know what I mean?

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Large Language Models Chatbots Generative AI Auto-complete 246

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. A VLM typically consists of three key elements: an image encoder, a text encoder, and a strategy to fuse information from the two encoders.

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Auto-classification LLM Auto-complete Generative AI 114