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Dmytro Spodarets

Articles by Dmytro Spodarets

163 items

Data Phoenix Digest - ISSUE 5.2024
Latest AI News, Write for Data Phoenix, Milestones in Speaker Recognition, GNN in TensorFlow, Building an Advanced RAG System on Your Computer, Unlocking LLM’s Potential with RAG, Transformers from Scratch, RingAttention, InseRF, MagicVideo-V2, En3D and more.
Feb 20, 2024
Data Phoenix Digest - ISSUE 4.2024
Latest AI News, Evaluating LLM Models for Production Systems (Methods and Practices), Generating Images from Audio with ML, Sampling for Text Generation, YOLO-World, InstantID, MoE-LLaVA and more.
Feb 13, 2024
YOLO-World: Real-Time Open-Vocabulary Object Detection
YOLO-World boosts YOLO with open-vocabulary detection via vision-language modeling, pre-training on large datasets. Efficiently detects objects zero-shot, outperforming state-of-the-art in accuracy and speed.
Feb 12, 2024
OMG-Seg: Is One Model Good Enough For All Segmentation?
OMG-Seg is One Model that is Good enough to efficiently and effectively handle all the segmentation tasks, including image semantic, instance, and panoptic segmentation, as well as their video counterparts, open vocabulary settings, prompt-driven, interactive segmentation.
Feb 8, 2024
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