AI/ML News & Innovations Hub

sourceful / riverflow-v2.5-pro Top-quality agentic image model with multi-step reasoning, candidate scoring, and adjustable thinking effort 819 runs Official

qwen / qwen3-7-plus Qwen3.7-Plus is Alibaba's cost-effective multimodal model with vision-language understanding, a 1 million token context window, and strong agentic coding and tool use. 2.3K runs Official

google / nano-banana-2-lite Google's fastest image generation model — the lightweight, low-cost version of Nano Banana 2, for rapid creation and editing 18.5K runs Official

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google / nano-banana-2 Google's fast image generation model with conversational editing, multi-image fusion, and character consistency 14M runs Official

black-forest-labs / flux-2-max The highest fidelity image model from Black Forest Labs 3.6M runs Official

xai / grok-imagine-video Generate videos using xAI's Grok Imagine Video model 1.3M runs Official

bytedance / seedream-5-lite Seedream 5.0 lite: image generation with built-in reasoning, example-based editing, and deep domain knowledge 2.9M runs Official

prunaai / p-video-avatar p-video-avatar is the fastest and cheapest avatar/lipsync video model on the market. 89.7K runs Official

bytedance / seedance-2.0 ByteDance's multimodal video generation model with native audio, multimodal reference inputs, and intelligent duration control. 1.1M runs Official

google / gemini-3.1-flash-tts Google's fast, expressive text-to-speech model with 30 voices and 70+ language support 259.4K runs Official

anthropic / claude-opus-4.7 Anthropic's most capable model with a step-change improvement in agentic coding, better vision, and stronger multi-step reasoning 145.5K runs Official

openai / gpt-image-2 OpenAI's state-of-the-art image generation model. Create and edit images from text with strong instruction following, sharp text rendering, and detailed editing. 12.9M runs Official

krea / krea-2-medium Foundation image model from Krea, tuned for expressive illustration, anime, and painterly styles. Fast and consistent across artistic directions. 13.8K runs Official

andreasjansson / clip-features Return CLIP features for the clip-vit-large-patch14 model 162.6M runs

prunaai / p-image-edit A sub 1 second 0.01$ multi-image editing model built for production use cases. For image generation, check out p-image here: https://replicate.com/prunaai/p-image 35.6M runs Official

Compare models in the Playground

Pattern: Using ray.wait to limit the number of pending tasks

Build a multi-agent system with the A2A protocol

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Evaluate RAG using Batch Inference with Ray Data LLM

Deploy LLM with Ray Serve LLM

Host an object detection model as a service

Fine-tuning a face mask detection model with Faster R-CNN

Online serving for DLinear model using Ray Serve

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LLM training and inference

Distributed training

Batch inference

Multi-modal AI pipeline

Ray for ML Infrastructure

Ray Serve Scale model serving

Ray Train Scale machine learning training

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KDD Cup 2011

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Proceedings of the Learning to Rank Challenge

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NIPS Mini-Symposium on Causality in Time Series

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