https://github.com/vllm-project/vllm
GitHub - vllm-project/vllm: A high-throughput and memory-efficient inference and serving engine for...
A high-throughput and memory-efficient inference and serving engine for LLMs - vllm-project/vllm
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https://groq.com/
Groq is fast, low cost inference.
The Groq LPU delivers inference with the speed and cost developers need.
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https://blog.purestorage.com/products/designing-ai-factories-for-frontier-scale-inference/
From Tokens to Throughput: Designing AI Factories for Frontier-Scale Inference | Everpure Blog
Explore how FlashBlade//EXA and NVIDIA STX power inference‑optimized AI factories with scalable context memory, high throughput, and tokens-per-watt efficiency...
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https://community.ibm.com/community/user/blogs/matthew-kelm/2026/02/23/unlocking-data-inference-speed-ibmfusionredhatai
Unlocking Dark Data at the Speed of Inference: IBM Fusion for Red Hat AI
Learn how IBM Fusion for Red Hat AI helps enterprises scale AI faster with zero‑copy data access, unified operations, and predictable inference economics.
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https://www.arcee.ai/blog/the-case-for-small-language-model-inference-on-arm-cpus
Arcee AI | The Case for Small Language Model Inference on Arm CPUs
Our Chief Evangelist, Julien Simon, explores the advantages and practical applications of running SLM inference on Arm CPUs.
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https://www.alibabacloud.com/help/en/ack/cloud-native-ai-suite/user-guide/deploy-dynamo-pd-separated-inference-services?spm=a2c63.p38356.0.i0
Deploy a Dynamo inference service with PD disaggregation - Container Service for Kubernetes -...
Deploy a Dynamo inference service with PD disaggregation,Container Service for Kubernetes:This tutorial walks you through deploying Qwen3-32B on Container...
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https://blog.nginx.org/blog/ngf-supports-gateway-api-inference-extension
NGINX Gateway Fabric Supports the Gateway API Inference Extension – NGINX Community Blog
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https://www.aboutamazon.com/news/aws/aws-cerebras-ai-inference
AWS and Cerebras collaboration aims to set a new standard for AI inference speed and performance in...
Mar 13, 2026 - Deployed in AWS data centers and accessed through Amazon Bedrock, AWS Trainium + Cerebras CS-3 solution will accelerate inference speed
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https://larsvanderlaan.github.io/ppi-aipw/
Calibrated Prediction-Powered Inference | ppi_aipw
Semisupervised mean estimation with AIPW, calibration, and uncertainty quantification.
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https://groq.com/newsroom/groq-and-nvidia-enter-non-exclusive-inference-technology-licensing-agreement-to-accelerate-ai-inference-at-global-scale
Groq and Nvidia Enter Non-Exclusive Inference Technology Licensing Agreement to Accelerate AI...
The Groq LPU delivers inference with the speed and cost developers need.
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https://aiswcatalog.intel.com/solutions/enterprise-inference-as-a-service
Inference as a Service | Intel® Software Catalog
Intel® AI for Enterprise Inference is aimed to streamline and enhance the deployment and management of AI inference services on Intel hardware. Utilizing the...
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https://www.morganstanley.com.au/ideas/ai-enters-a-new-phase-of-inference
AI Enters a New Phase of Inference
Artificial intelligence (AI) has rapidly evolved, with significant investments made in training large-scale models. Now, the industry is entering a new and...
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https://inferencex.semianalysis.com/inference
AI Inference Benchmarks | InferenceX by SemiAnalysis
Compare AI inference latency, throughput, and time-to-first-token across GPUs and providers. Real benchmarks on NVIDIA GB200, H100, AMD MI355X, and more.
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https://github.com/colinhacks/zod
GitHub - colinhacks/zod: TypeScript-first schema validation with static type inference · GitHub
TypeScript-first schema validation with static type inference - colinhacks/zod
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https://shakticloud.ai/shakti-studio/
Yotta Shakti Studio | AI Inference Platform with On-Demand GPU Compute Meta
Yotta Shakti Studio lets you build, fine-tune and deploy models from browser with serverless GPUs, AI endpoints, auto-scaling, BYOC support and...
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https://www.baseten.co/
Inference Platform: Deploy AI models in production | Baseten
Serve and scale open-source and custom AI models on the fastest, most reliable inference platform.
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https://commitllm.com/
CommitLLM — Verifiable execution for LLM inference
CommitLLM is a cryptographic commit-and-audit protocol for open-weight LLM inference. Its receipt binds the claimed checkpoint, decode policy, and delivered...
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https://www.networkworld.com/article/4146684/nvidia-targets-inference-as-ais-next-battleground-with-groq-3-lpx.html
Nvidia targets inference as AI’s next battleground with Groq 3 LPX | Network World
Mar 19, 2026 - The company says its new architecture marks a shift from training-focused infrastructure to systems optimized for continuous, low-latency enterprise AI...
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https://www.cio.com/article/4163877/the-inference-bill-nobody-budgeted-for.html
The inference bill nobody budgeted for | CIO
Apr 28, 2026 - Your pilot budget was a lie. Not intentionally. But the math does not survive contact with production.
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https://lsvp.com/stories/our-investment-in-fireworks-ai-the-inference-platform-aiming-to-power-every-genai-application/
Our Investment in Fireworks AI: the Inference Platform Aiming to Power Every GenAI Application -...
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https://www.nextplatform.com/compute/2026/02/19/taalas-etches-ai-models-onto-transistors-to-rocket-boost-inference/4092140
Taalas Etches AI Models Onto Transistors To Rocket Boost Inference
Mar 4, 2026 - Adding big blocks of SRAM to collections of AI tensor engines, or better still, a waferscale collection of such engines, turbocharges AI inference, as has
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https://arxiv.org/abs/2504.13171
[2504.13171] Sleep-time Compute: Beyond Inference Scaling at Test-time
Abstract page for arXiv paper 2504.13171: Sleep-time Compute: Beyond Inference Scaling at Test-time
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Kimi K2.5 Inference, 1T MoE Agentic Model | Modular
Deploy Kimi K2.5 (~1T MoE, 32B active) with optimized inference on Modular. Text and vision with reasoning. NVIDIA and AMD GPUs.
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https://www.d-matrix.ai/
d-Matrix - Ultra-low Latency Batched Inference for Generative AI
Apr 27, 2026 - d-Matrix is making Generative AI inference blazing fast, sustainable and commercially viable with the world’s first efficient memory-compute integration.
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https://arxiv.org/abs/2604.21407
[2604.21407] Even More Guarantees for Variational Inference in the Presence of Symmetries
Abstract page for arXiv paper 2604.21407: Even More Guarantees for Variational Inference in the Presence of Symmetries
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https://arxiv.org/abs/2201.05596
[2201.05596] DeepSpeed-MoE: Advancing Mixture-of-Experts Inference and Training to Power...
Abstract page for arXiv paper 2201.05596: DeepSpeed-MoE: Advancing Mixture-of-Experts Inference and Training to Power Next-Generation AI Scale
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https://www.ardanlabs.com/events/20260424_gophercamp_cz_kronk_bill/
GopherCamp CZ: Kronk — Hardware accelerated local inference
Bill Kennedy presents Kronk, an SDK for AI workloads in Go without a separate model server, using Apple Metal, CUDA, or Vulkan — plus a model server and local...
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https://www.min.io/use-cases/ai-inference
AI Inference Storage | Feed GPUs, Lower Cost Per Token
High-performance storage for production AI inference. Sub-200μs S3 access via RDMA, elastic KV cache offload, 90%+ GPU utilization. Cut TCO 40%.
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https://github.com/superlinked/sie
GitHub - superlinked/sie: Superlinked Inference Engine is an Open-source inference server and...
Superlinked Inference Engine is an Open-source inference server and production cluster for embeddings, reranking, and extraction. - superlinked/sie
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https://www.redhat.com/en/blog/efficient-and-reproducible-llm-inference-red-hat-mlperf-inference-v51-results
Efficient and reproducible LLM inference with Red Hat: MLPerf Inference v5.1 results
As generative AI (gen AI) workloads become central to enterprise applications, benchmarking their inference performance has never been more critical for...
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Learning to sample: Practical Variational Bayesian Inference - Tristan van Leeuwen
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https://savannah.gnu.org/projects/metalogic-inference/
MetaLogic Inference - Summary [Savannah]
Savannah is a central point for development, distribution and maintenance of free software, both GNU and non-GNU.
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https://cohere.com/solutions/model-vault
Model Vault | Dedicated Model Inference Platform | Cohere
Model Vault is a fully managed inference platform for Cohere models, giving enterprises the advantages of self-hosted AI without the operational overhead.
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https://www.tomshardware.com/tech-industry/artificial-intelligence/qualcomm-unveils-ai200-and-ai250-ai-inference-accelerators-hexagon-takes-on-amd-and-nvidia-in-the-booming-data-center-realm
Qualcomm unveils AI200 and AI250 AI inference accelerators — Hexagon takes on AMD and Nvidia in the...
Oct 27, 2025 - But will they beat AMD's and Nvidia's offerings?
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https://unsloth.ai/docs/basics/inference-and-deployment
Inference & Deployment | Unsloth Documentation
Learn how to save your finetuned model so you can run it in your favorite inference engine.
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https://journals.plos.org/ploscompbiol/article?id=10.1371/journal.pcbi.1014200
Selective observation following betrayal shapes the social inference landscape | PLOS Computational...
Author summary We often think that everything necessary for understanding others is already visible. However, in reality, we see only a small part of what...
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https://arxiv.org/abs/2207.00032
[2207.00032] DeepSpeed Inference: Enabling Efficient Inference of Transformer Models at...
Abstract page for arXiv paper 2207.00032: DeepSpeed Inference: Enabling Efficient Inference of Transformer Models at Unprecedented Scale
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https://arxiv.org/html/2604.21260v1
Calibeating Prediction-Powered Inference
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https://msty.ai/blog/top-5-local-inference-options/
5 Ways to Use Local Inference with Msty Studio | Msty
Explore five practical ways enterprises can run local AI inference with Msty Studio, keeping data private while giving teams a powerful, easy-to-manage front...
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https://www.modular.com/open-source/max
MAX: A high-performance inference framework for AI
MAX is a next-generation AI framework that provides powerful libraries and tools to develop, build, optimize and deploy AI across all types of hardware.
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https://www.codecademy.com/learn/paths/data-science-inf
Data Scientist: Inference Specialist | Codecademy
Inference Data Scientists run A/B tests, do root-cause analysis, and conduct experiments. They use Python, SQL, and R to analyze data. Includes **Python 3**,...
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https://www.cloudflare.com/en-gb/developer-platform/products/workers-ai/
Cloudflare Workers AI | Open-source AI inference | Cloudflare
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https://www.newswire.ca/news-releases/antimatter-launches-as-the-world-s-first-vertically-integrated-neocloud-for-ai-inference-811850382.html
Antimatter Launches as the World's First Vertically Integrated Neocloud for AI Inference
Apr 21, 2026 - /CNW/ -- Antimatter, a new category of neocloud purpose-built for the distributed AI economy, today announced its launch through the strategic combination of...
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https://www.ciodive.com/news/coreweave-google-cloud-collaborate-ai-training-inference/818121/
CoreWeave, Google Cloud link up for AI training, inference | CIO Dive
The AI cloud provider is among a growing list of vendors attempting to make it easier for clouds to work together.
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https://resources.doubleword.ai/
Doubleword AI | Inference, for Every Use Case
Doubleword is a team of inference experts providing optimized high performance inference that meets the demand of any workload.
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https://cooperate.social/panopticon/
Panopticon — Steerable, Observable LLM Inference
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https://www.f5.com/de_de/company/news/press-releases/f5-nvidia-ai-factory-economics-accelerated-inference
F5 and NVIDIA advance AI factory economics with new capabilities for accelerated AI inference | F5
F5 BIG-IP Next for Kubernetes accelerated with BlueField DPUs improves token throughput, reduces cost per token, and enables secure multi-tenant AI...
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https://nvidianews.nvidia.com/news/nvidia-unveils-rubin-cpx-a-new-class-of-gpu-designed-for-massive-context-inference
NVIDIA Unveils Rubin CPX: A New Class of GPU Designed for Massive-Context Inference | NVIDIA...
NVIDIA® today announced NVIDIA Rubin CPX, a new class of GPU purpose-built for massive-context processing. This enables AI systems to handle million-token...
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https://developer.nvidia.com/blog/nvidia-dynamo-1-production-ready/?nvid=nv-int-csfg-866413
How NVIDIA Dynamo 1.0 Powers Multi-Node Inference at Production Scale | NVIDIA Technical Blog
Apr 2, 2026 - Reasoning models are growing rapidly in size and are increasingly being integrated into agentic AI workflows that interact with other models and external tools.
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https://www.infoq.com/news/2026/04/react-navigation-8-alpha/
React Navigation 8.0 Alpha with Native Bottom Tabs, Reworked TypeScript Inference and History -...
Apr 23, 2026 - React Navigation has released version 8.0 in alpha, updating its routing library for React Native and web applications. Notable changes include native bottom...
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https://doubleword.ai/
Doubleword — Bulk Mode for LLMs | AI Inference at Scale
Doubleword is the Inference Cloud for the largest volume use cases. Offering 75% cheaper inference for long running, high volume async and batch inference.
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https://arxiv.org/abs/2604.21865
[2604.21865] Nonparametric f-Modeling for Empirical Bayes Inference with Unequal and Unknown...
Abstract page for arXiv paper 2604.21865: Nonparametric f-Modeling for Empirical Bayes Inference with Unequal and Unknown Variances
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https://www.computerworld.com/article/4150436/google-targets-ai-inference-bottlenecks-with-turboquant-2.html
Google targets AI inference bottlenecks with TurboQuant – Computerworld
Mar 26, 2026 - The technique aims to ease GPU memory constraints that limit how enterprises scale AI inference and long-context applications.
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https://ai.google.dev/edge/litert/android/metadata/overview
LiteRT inference with metadata | Google AI Edge | Google AI for Developers
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https://www.sysdig.com/blog/cve-2026-33626-how-attackers-exploited-lmdeploy-llm-inference-engines-in-12-hours
CVE-2026-33626: How attackers exploited LMDeploy LLM Inference Engines in 12 hours | Sysdig
Apr 22, 2026 - CVE-2026-33626 in LMDeploy was exploited within 12 hours of disclosure, enabling attackers to use a vision-LLM endpoint for SSRF-based internal network...
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https://www.codecademy.com/learn/difference-in-differences-course
Difference in Differences for Causal Inference | Codecademy
Learn how to use the difference in differences method to estimate effects by analyzing trends over time.
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https://inference.roboflow.com/
Index - Roboflow Inference
Scalable, on-device computer vision deployment.
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https://www.gmicloud.ai/en
AI-Native Inference Cloud Powered by NVIDIA — GMI Cloud
Run production AI workloads on GMI Cloud. Deploy serverless inference, dedicated GPU clusters, and bare metal AI infrastructure on one scalable platform.
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https://huggingface.co/docs/inference-endpoints/index
Inference Endpoints · Hugging Face
We’re on a journey to advance and democratize artificial intelligence through open source and open science.
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https://a16z.com/llmflation-llm-inference-cost/
Welcome to LLMflation - LLM inference cost is going down fast ⬇️ | Andreessen Horowitz
Nov 12, 2024 - For LLM of equivalent performance, the inference cost is decreasing by 10x every year. What cost $60/million tokens in 2021 costs $.06/million tokens today.
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https://www.redhat.com/en/blog/strategic-approach-ai-inference-performance
A strategic approach to AI inference performance
Training large language models (LLMs) is a significant undertaking, but a more pervasive and often overlooked cost challenge is AI inference.
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https://www.f5.com/company/blog/sessions-are-sticky-context-is-clingy-how-inference-cheats-to-maintain-conversations
Sessions are sticky, context is clingy: How inference cheats to maintain conversations | F5
“Stateless” inference isn’t truly stateless—conversation state is hauled along in tokens each request. That replay drives bandwidth, compute, and latency as...
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https://superlinked.com/
Superlinked | Self-hosted inference for search & document processing
Cut API costs by 50x, boost quality with 85+ SOTA models, and keep your data in your own cloud.
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https://www.redhat.com/en/products/ai/inference-server/trial
Red Hat AI Inference Server | Product Trial
Activate a no-cost, 60-day Red Hat AI Inference Server trial, a server that optimizes model inference across the hybrid cloud for faster, cost-effective model...
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https://towardsdatascience.com/tag/causal-inference/
Causal Inference | Towards Data Science
Read articles about Causal Inference in Towards Data Science - the world’s leading publication for data science, data analytics, data engineering, machine...
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https://hacarus.com/
HACARUS – Sparse Modeling based AI, Edge AI with learning and inference capability, White box AI
Feb 18, 2021 - We make AI work, where common Big Data aproaches fail. Get explainable results, even from small data amounts. Available on the cloud or as embedded devices.
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https://lumalabs.ai/news/tvm
Pushing the Limit of Efficient Inference-Time Scaling with Terminal Velocity Matching | Luma
Terminal Velocity Matching (TVM) is a new single-stage training paradigm for efficient generation. While achieving the same sample quality, it exhibits 25x...
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https://docs.nginx.com/nginx-gateway-fabric/how-to/gateway-api-inference-extension/
Gateway API Inference Extension | NGINX Documentation
Learn how to deliver, manage, and protect your applications using F5 NGINX products.
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https://declaredesign.org/r/estimatr/
Fast Estimators for Design-Based Inference • estimatr
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https://cline.bot/blog/what-a-sigkill-race-reveals-about-inference-speed
Three AIs enter. One survives. What a SIGKILL race reveals about inference speed - Cline Blog
We built an arena where three AI coding agents fight to the death. Each agent runs on different hardware, a different inference stack, and a different economic...
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https://gateway-api-inference-extension.sigs.k8s.io/
Introduction - Kubernetes Gateway API Inference Extension
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https://users.rust-lang.org/t/type-inference-of-generic-parameters/139605
Type inference of generic parameters - help - The Rust Programming Language Forum
Apr 16, 2026 - I'm currently working on a simple implementation of grep to get to know the language. However, when introducing some generics, the compiler throws an error...
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https://www.f5.com/fr_fr/company/news/press-releases/f5-nvidia-ai-factory-economics-accelerated-inference
F5 and NVIDIA advance AI factory economics with new capabilities for accelerated AI inference | F5
F5 BIG-IP Next for Kubernetes accelerated with BlueField DPUs improves token throughput, reduces cost per token, and enables secure multi-tenant AI...
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https://rocm.docs.amd.com/en/latest/how-to/rocm-for-ai/inference/benchmark-docker/vllm.html
vLLM inference — ROCm Documentation
Learn how to validate LLM inference performance on MI300X GPUs using AMD MAD and the ROCm vLLM Docker image.
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https://gophercamp.cz/sessions/1152098
Kronk: Hardware accelerated local inference | Gophercamp 2026
In this talk Bill will introduce Kronk, a new SDK that allows you to write AI based apps without the need of a model server. If you have Apple Metal (Mac),...
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https://undress.zone/blog/ai-inference-optimization
AI Inference Optimization 2025: Real-Time Image Generatio...
Mar 11, 2026 - Technical deep dive into AI inference optimization covering latent diffusion, Flash Attention, quantization, DDIM schedulers, NPU acceleration, and how ...
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https://netactuate.com/products/anycast-inference
Anycast AI Inference Platform | Global Edge AI Infrastructure | NetActuate
Scale AI inference globally with Anycast routing and edge infrastructure. Deploy AI workloads across 45+ locations with built-in redundancy, low latency, and...
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https://www.nvidia.com/en-us/data-center/lpx/
AI Inference Accelerator | NVIDIA Groq 3 LPX
Delivers ultra-low latency and high-throughput AI inference for agentic systems, pairing with NVIDIA Vera Rubin NVL72 to scale long-context workloads and...
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https://blogs.nvidia.com/blog/mlperf-inference-benchmark-blackwell/
NVIDIA Blackwell Sets New Standard for Gen AI in MLPerf Inference Debut | NVIDIA Blog
Aug 30, 2024 - In the latest round of MLPerf industry benchmarks, Inference v4.1, NVIDIA platforms delivered leading performance across all data center tests.
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https://sbert.net/docs/cross_encoder/usage/efficiency.html
Speeding up Inference — Sentence Transformers documentation
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https://www.infoq.com/podcasts/cloud-security-challenges-ai-era/
Cloud Security Challenges in the AI Era - How Running Containers and Inference Weaken Your System -...
Nov 17, 2025 - Marina Moore, a security researcher and the co-chair of the security and compliance TAG of CNCF, shares her concerns about the security vulnerabilities of...
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https://thenextweb.com/news/google-marvell-ai-chips-inference-tpu-broadcom
Google in talks with Marvell Technology to build new AI inference chips alongside Broadcom TPU...
Apr 19, 2026 - Google is discussing two new chips with Marvell Technology for AI inference, adding a third design partner to its TPU supply chain as custom ASIC sales are set...
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https://www.nvidia.com/en-gb/ai-data-science/products/nim-microservices/
NVIDIA NIM Microservices for Accelerated AI Inference | NVIDIA
Prebuilt, optimized inference microservices to deploy AI foundation models with security and stability on any NVIDIA-accelerated infrastructure.
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https://www.baseten.co/enterprise/
Mission-Critical Inference for Enterprise AI Infrastructure
Run mission-critical models on Baseten’s enterprise grade AI infrastructure with high-performance inference, 99.99% uptime, and secure workloads.
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https://castudio.inferencecommunications.com/portal/auth/login
Inference IVR - Login
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https://www.infoworld.com/article/4117620/edge-ai-the-future-of-ai-inference-is-smarter-local-compute.html
Edge AI: The future of AI inference is smarter local compute | InfoWorld
Jan 19, 2026 - Smaller models, lightweight frameworks, specialized hardware, and other innovations are bringing AI out of the cloud and into clients, servers, and devices on...
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https://www.modular.com/
Modular: Inference from Kernel to Cloud
The unified AI inference stack - from custom GPU kernels to production cloud serving on NVIDIA and AMD. 2x performance. Top open models. Open source stack.
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https://aishwaryagoel.com/delay-the-inference/
Delay the Inference | Aishwarya Goel (Ash)
A reflective essay on AI, productivity, and the hidden cost of outsourcing thought before ideas have time to become your own.
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https://arxiv.org/abs/1908.10396
[1908.10396] Accelerating Large-Scale Inference with Anisotropic Vector Quantization
Abstract page for arXiv paper 1908.10396: Accelerating Large-Scale Inference with Anisotropic Vector Quantization
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https://blog.apnic.net/2023/03/21/improving-the-inference-of-sibling-autonomous-systems/
Improving the inference of sibling Autonomous Systems | APNIC Blog
Feb 2, 2024 - Guest Post: Addressing inaccuracies on sibling relations and their root causes in whois data.
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NSF National Deep Inference Fabric
NSF National Deep Inference Fabric
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https://workers.cloudflare.com/product/workers-ai
Cloudflare Workers AI - Edge AI Inference Platform
Run AI inference globally with one API call. 50+ models, serverless pricing, OpenAI-compatible API, and inference in 200+ cities worldwide.
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https://www.arm.com/markets/artificial-intelligence/cpu-inference
AI Inference on CPU – Arm®
AI technology is evolving quickly. Power-efficient CPUs are ideal for always-on, power-constrained inference workloads and the orchestration and control...
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https://arxiv.org/abs/2502.11880
[2502.11880] Bitnet.cpp: Efficient Edge Inference for Ternary LLMs
Abstract page for arXiv paper 2502.11880: Bitnet.cpp: Efficient Edge Inference for Ternary LLMs
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https://www.modular.com/models/deepseek-v3-2
DeepSeek V3.2 Inference, 685B MoE, Optimized on NVIDIA & AMD | Modular
Deploy DeepSeek V3.2 (685B MoE, 37B active) with optimized inference on Modular. Run on NVIDIA B200/H100 or AMD MI300X. Shared or dedicated endpoints.
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https://avian.io/
Avian - Fast, Affordable AI Inference API
Fast AI inference billed per token. DeepSeek V3.2, Kimi K2.5, GLM-5.1, MiniMax M2.5 via OpenAI-compatible API. From $0.105/M tokens.
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https://www.usenix.org/conference/usenixsecurity24/presentation/li-shaofeng
Yes, One-Bit-Flip Matters! Universal DNN Model Inference Depletion with Runtime Code Fault...
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https://www.theinformation.com/articles/google-talks-marvell-build-new-ai-chips-inference
Google in Talks With Marvell to Build New AI Chips for Inference — The Information
Apr 19, 2026 - Google is in talks with Marvell Technology to develop two new chips aimed at running AI models more efficiently, according to two people with direct knowledge...
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https://www.amd.com/en/blogs/2026/amd-delivers-breakthrough-mlperf-inference-6-0-results.html
AMD Delivers Breakthrough MLPerf Inference 6.0 Results
Apr 2, 2026 - See how AMD Instinct MI355X delivers breakthrough MLPerf Inference 6.0 results across new GenAI workloads from single GPU to multi-node scale.
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