The MLOps Blog

MARCH 12, 2024

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. with efficient methods and enhancing model performance through prompt engineering and retrieval augmented generation (RAG).

Prompt Engineering 52

Prompt Engineering Prompt Engineer Large Language Models LLM 52

Snorkel AI

MARCH 2, 2023

Some of them are more geared and tuned toward actual question answering, or a chatbot kind of interaction. Others, toward language completion and further downstream tasks. The natural chatbot conversational agent, our contact center comes to mind. Then comes prompt engineering. Now we can deploy and monitor it.

Large Language Models 52

Large Language Models Prompt Engineering Prompt Engineer Neural Network 52

Snorkel AI

MARCH 2, 2023

Some of them are more geared and tuned toward actual question answering, or a chatbot kind of interaction. Others, toward language completion and further downstream tasks. The natural chatbot conversational agent, our contact center comes to mind. Then comes prompt engineering. Now we can deploy and monitor it.

Large Language Models 52

Large Language Models Prompt Engineering Prompt Engineer Neural Network 52

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. Yeah, biggest challenges.

Large Language Models 246

Large Language Models Generative AI Chatbots Auto-complete 246

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

NOVEMBER 1, 2023

Additionally, you benefit from advanced features like auto scaling of inference endpoints, enhanced security, and built-in model monitoring. TGI’s versatility extends across domains, enhancing chatbots, improving machine translations, summarizing texts, and generating diverse content, from poetry to code.

Auto-classification 119

Auto-classification LLM Auto-complete Generative AI 119

Topbots

JUNE 29, 2023

On a more advanced stance, everyone who has done SQL query optimisation will know that many roads lead to the same result, and semantically equivalent queries might have completely different syntax. 3] provides a more complete survey of Text2SQL data augmentation techniques.

Algorithm 52

Algorithm Auto-complete Data Scientist Auto-classification 52

AWS Machine Learning Blog

DECEMBER 11, 2024

Two open-source libraries, Ragas (a library for RAG evaluation) and Auto-Instruct, used Amazon Bedrock to power a framework that evaluates and improves upon RAG. Generating improved instructions for each question-and-answer pair using an automatic prompt engineering technique based on the Auto-Instruct Repository.

Generative AI 75

Generative AI Chatbots Prompt Engineering Prompt Engineer 75