Articles by Dmytro Spodarets
163 items
Data Phoenix Digest - ISSUE 16.2023
AI Forward 2023, Building Customized Computer Vision Applications with FiftyOne Plugins, From RAGs to Riches, Serving and Managing ML models with MLflow and Nvidia Triton Inference Server, TimeGPT, PACE, SAM-Med3D, Llemma, and more.
Oct 30, 2023
Data Phoenix Digest - ISSUE 15.2023
Data Phoenix's upcoming webinar about MLOps for Ads Ranking at Pinterest, Data Drift Monitoring, Interactive Fleet Learning, Effortlessly Build ML Apps with Hugging Face’s Docker Spaces, AnomalyGPT, LLaVA, MarioGPT, MarioGPT, and more.
Oct 26, 2023
What can AI do for the professional services industry?
With everyone thinking that AI is the future, individuals, organizations, and enterprises seem to be scrambling to stay on top of the game. We present four recommendations to ensure that AI adoption works for your professional services business while avoiding mindless hype-driven adoption.
Oct 18, 2023
Data Phoenix Digest - ISSUE 14.2023
Data Phoenix's upcoming webinars about Large Language Models and MLOps, using MLflow AI Gateway and Llama 2 to build Generative AI apps, building a modern ML platform with Ray, tracking anything with decoupled video segmentation, LERF, TADA, courses, and more.
Oct 3, 2023
Data Phoenix Digest - ISSUE 13.2023
Gorilla: LLM connected with massive APIs, lessons learned from building a managed RAG solution, LLM monitoring and observability, fine-tuning Llama 2, building LLM applications for production, framework for autonomous language agents, LEDITS, RT-2, DragDiffusion, ConsistentNeRF, MagicEdit, and more.
Sep 21, 2023
Data Phoenix Digest - ISSUE 12.2023
Best practices for building LLM-based applications, pandas for time series, use Stable Diffusion XL with Amazon SageMaker JumpStart, training Diffusion models with Reinforcement Learning, AI / ML / LLM / Transformer models timeline and list, GigaGAN, FABRIC, AnimateDiff, AutoRecon, and more.
Aug 1, 2023
Data Phoenix Digest - ISSUE 11.2023
Webinar "LlamaIndex: How to use LLMs to Interface with Multiple Data Sources", running Llama 2 on CPU inference locally for document Q&A, different ways of training LLMs, LangChain + Streamlit + Llama, Animate-A-Story, DS-Fusion, CoTracker, OpenAssistant Conversations, Zip-NeRF, and more.
Jul 26, 2023
Data Phoenix Digest - ISSUE 10.2023
New AI events calendar, webinars (multilingual semantic search, rise in the use of synthetic data for regulated industries, LlamaIndex: how to use LLMs to Interface with multiple data sources), accelerating stable diffusion Inference, introduction to mypy, Llama 2, MIS-FM, LLaMA-Adapter, and more.
Jul 19, 2023
Data Phoenix Digest - ISSUE 9.2023
Upcoming Data Phoenix community webinars: LLM evaluations, multilingual semantic search, rise in the use of synthetic data for regulated industries, how to use LLMs to interface with multiple data sources, best practices for building LLM-based applications, leveraging LLMs for enterprise usage.
Jul 11, 2023
Data Phoenix Digest - ISSUE 8.2023
Upcoming webinars and video records of our past events, how you can evaluate your ML model, how to build ML pipeline, using activation functions in DL models, monitoring Time Series model, DragGAN, BloombergGPT, HuaTuo, SAM, reproducible DL course, and more.
Jun 11, 2023
Data Phoenix Digest - ISSUE 7.2023
Upcoming webinars about unlocking data value with LLM and reducing NLP Inference costs, testing ML models for production, how to train your own LLM, 3D generation on ImageNet, universal guidance for diffusion models, CompressGPT, FriendlyCore, S-NeRF, QA4RE, and more.
May 29, 2023
Aligning Instruction Tasks Unlocks Large Language Models as Zero-Shot Relation Extractors
QA4RE is a framework that aligns RE with question answering (QA). It enables LLMs to outperform strong zero-shot baselines by a large margin. This work illustrates a promising way of adapting LLMs to challenging tasks by aligning these tasks with more common instruction-tuning tasks like QA.
May 28, 2023