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Mamba-3 SSM Drops With Inference-First Design Beating Transformers at Decode
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Mamba-3 SSM Drops With Inference-First Design Beating Transformers at Decode

Together.ai releases Mamba-3, an open-source state space model built for inference that outperforms Mamba-2 and matches Transformer decode speeds at 16K sequences.

NVIDIA Unveils Groq 3 LPX Rack System for Ultra-Low Latency AI Inference
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NVIDIA Unveils Groq 3 LPX Rack System for Ultra-Low Latency AI Inference

NVIDIA's new Groq 3 LPX delivers 315 PFLOPS and 35x better inference throughput per megawatt, targeting agentic AI workloads on the Vera Rubin platform.

NVIDIA Blackwell Smashes Finance AI Benchmark With 3.2x Speed Gains
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NVIDIA Blackwell Smashes Finance AI Benchmark With 3.2x Speed Gains

NVIDIA's GB200 NVL72 sets new STAC-AI record for LLM inference in financial trading, delivering up to 3.2x performance over Hopper architecture.

NVIDIA Blackwell Delivers 4x Inference Boost for India's Sarvam AI Models
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NVIDIA Blackwell Delivers 4x Inference Boost for India's Sarvam AI Models

NVIDIA's hardware-software co-design achieves 4x inference speedup for Sarvam AI's 30B parameter sovereign models, showcasing Blackwell's NVFP4 capabilities.

NVIDIA TensorRT for RTX Brings Self-Optimizing AI to Consumer GPUs
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NVIDIA TensorRT for RTX Brings Self-Optimizing AI to Consumer GPUs

NVIDIA's TensorRT for RTX introduces adaptive inference that automatically optimizes AI workloads at runtime, delivering 1.32x performance gains on RTX 5090.

NVIDIA Achieves 10x AI Image Generation Speedup on Blackwell Data Center GPUs
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NVIDIA Achieves 10x AI Image Generation Speedup on Blackwell Data Center GPUs

NVIDIA's new NVFP4 optimizations deliver 10.2x faster FLUX.2 inference on Blackwell B200 GPUs versus H200, with near-linear multi-GPU scaling.

NVIDIA Grove Simplifies AI Inference on Kubernetes
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NVIDIA Grove Simplifies AI Inference on Kubernetes

NVIDIA introduces Grove, a Kubernetes API that streamlines complex AI inference workloads, enhancing scalability and orchestration of multi-component systems.

NVIDIA Enhances AI Inference with Dynamo and Kubernetes Integration
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NVIDIA Enhances AI Inference with Dynamo and Kubernetes Integration

NVIDIA's Dynamo platform now integrates with Kubernetes to streamline AI inference management, offering improved performance and reduced costs for data centers, according to NVIDIA's latest updates.

NVIDIA Dynamo Tackles KV Cache Bottlenecks in AI Inference
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NVIDIA Dynamo Tackles KV Cache Bottlenecks in AI Inference

NVIDIA Dynamo introduces KV Cache offloading to address memory bottlenecks in AI inference, enhancing efficiency and reducing costs for large language models.

Reducing AI Inference Latency with Speculative Decoding
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Reducing AI Inference Latency with Speculative Decoding

Explore how speculative decoding techniques, including EAGLE-3, reduce latency and enhance efficiency in AI inference, optimizing large language model performance on NVIDIA GPUs.

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