Articles by Dmytro Spodarets
159 items
Data Phoenix Digest - ISSUE 3.2024
Latest AI News, Become a Speaker at Data Phoenix Webinars, Getting Started with Diffusers for Text-to-Image, Merge Large Language Models, Building an LLMOPs Pipeline, Dealing with MRI and Deep Learning with Python, Lumiere, Diffutoon, SEELE, and more.
Feb 7, 2024
InstantID : Zero-shot Identity-Preserving Generation in Seconds
InstantID, powered by diffusion models, offers plug-and-play image personalization in various styles using one facial image, ensuring high fidelity. It demonstrates remarkable efficiency and performance, making it highly beneficial for applications requiring identity preservation.
Feb 5, 2024
Data Phoenix Digest - ISSUE 2.2024
Latest AI News, A Simple CI/CD Setup for ML Projects, Fine-tune and Deploy Llama 2 Models Cost-Effectively in Amazon SageMaker JumpStart with AWS Inferentia and AWS Trainium, A Comprehensive Overview of Gaussian Splatting, Self-Rewarding Language Models, PhotoMaker, 4DGen, SiLK, and more.
Jan 25, 2024
Data Phoenix Digest - ISSUE 1.2024
Fine-tune a Mistral-7b model with Direct Preference Optimization, How to Detect Hallucinations in LLMs, Efficient Scaling of LLM Inference, Tracking Any Object Amodally, On Noisy Evaluation in Federated Hyperparameter Tuning, StreamDiffusion, AnyText, FlexGen, and more.
Jan 5, 2024
Data Phoenix Digest - ISSUE 20.2023
A Whirlwind Tour of ML Model Serving Strategies, Evaluating RAG Applications with RAGAs, Mastering Customer Segmentation with LLM, Training XGBoost with MLflow Experiments and HyperOpt Tuning, Generative Powers of Ten, ProlificDreamer, PromptBench, PoseGPT, EdgeSAM, Material Palette, and more.
Dec 20, 2023
Data Phoenix Digest - ISSUE 19.2023
Evaluating LLM-based Apps and Mitigating Their Risks, Democratizing AI Deployment, Retrieval-Augmented Generation From Theory to LangChain Implementation, Serverless Compute for LLM, Accelerating PyTorch Training Workloads with FP8, Mustango, MEDITRON-70B, DemoFusion, and more.
Dec 6, 2023
Data Phoenix Digest - ISSUE 18.2023
How to Instruction Tune a Base Language Model; Transforming MLOps at DoorDash with ML Workbench; RAG with LangChain, Amazon SageMaker JumpStart, and MongoDB Atlas semantic search; LMQL — SQL for Language Models; Tracking Anything in High Quality; PMC-LLaMA, Text2Performer, and more.
Nov 29, 2023
Data Phoenix Digest - ISSUE 17.2023
Gen AI Data Chain at Scale, RAG vs Fine Tuning, Feature Store Design at Constructor, Multimodal Chain-of-Thought Reasoning in Language Models, Build and Deploy ML Inference Applications from Scratch Using SageMaker, ReBotNet, BiomedGPT, and more.
Nov 14, 2023
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