Next upDPTV HighlightsEpisode 1 · From SF Tech Week to TechCrunch DisruptTue, Oct 27 · 10:00 AM PDT

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Next upDPTV HighlightsEpisode 1 · From SF Tech Week to TechCrunch DisruptTue, Oct 27 · 10:00 AM PDT

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Practical articles, technical explainers and digests on AI and data. Explore engineering decisions, real use cases and lessons from building solutions.

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Papers
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…
Dmytro Spodarets · Feb 12, 2024
Papers
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…
Dmytro Spodarets · Feb 8, 2024
Digest
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…
Dmytro Spodarets · Feb 7, 2024
Papers
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.…
Dmytro Spodarets · Feb 5, 2024
Digest
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…
Dmytro Spodarets · Jan 25, 2024
Article
How to Build a Semantic Search Engine for Emojis
Emojis bridge the gap between text and images. To semantically search emojis, we need to utilize both modalities! Learn how to build your own…
Jacob Marks · Jan 10, 2024
Digest
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…
Dmytro Spodarets · Jan 5, 2024
Article
The open-source LLM ecosystem flourished in 2023
ChatGPT's coming to existence will go down into the history books as the catalyst for the LLM race that dominated 2023. Fortunately, ChatGPT also…
Ellie Ramirez-Camara · Jan 2, 2024
Article
Why 2023 was the most exciting year in computer vision history (so far)
Chatbots and LLMs dominated the public discourse in 2023, but computer vision also had a banner year. We've synthesized what happened in 10 key…
Jacob Marks · Dec 20, 2023
Digest
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…
Dmytro Spodarets · Dec 20, 2023
Digest
Data Phoenix Digest - ISSUE 19.2023
Evaluating LLM-based Apps and Mitigating Their Risks, Democratizing AI Deployment, Retrieval-Augmented Generation From Theory to LangChain…
Dmytro Spodarets · Dec 6, 2023
Digest
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…
Dmytro Spodarets · Nov 29, 2023