I agree with the general idea that the opportunity (and the challenge) to make safe production vibe coding platforms is enormous
SOFTWARE
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Inference Engine Performance: vLLM and Sglang GPU Optimization Benchmarks
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re: Infra One of the reasons I focus on Inference Engines/Software Stacks 2x RTX 3090s: ~14.5 tok/s → ~64 tok/s moving to vLLM w/ TP=2 RTX PRO 6000: ~32 tok/s → ~110 tok/s moving to Sglang So yeah Edge: llama.cpp > Ollama CUDA / 2+ GPUs: ExLlamaV3/vLLM/Sglang > llama.cpp
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Agent Frameworks Explained: Big Data Analytics and Machine Learning
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Agent Frameworks Explained! #BigData #Analytics #DataScience #AI #MachineLearning #NLProc #LLM #IoT #IIoT #PyTorch #Python #RStats #TensorFlow #Java #JavaScript #ReactJS #GoLang #CloudComputing #Serverless #DataScientist #Linux #Programming #Coding #100DaysofCode
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Production-Grade MCP Server with Agentic System Architecture
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Building Production-Grade MCP Server with Agentic System! #BigData #Analytics #DataScience #AI #MachineLearning #NLProc #LLM #IoT #IIoT #PyTorch #Python #RStats #TensorFlow #Java #JavaScript #ReactJS #GoLang #CloudComputing #Serverless #DataScientist #Linux #Programming #Coding
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Building AWS Spatial Data Intelligence with ML
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Building AWS Spatial Data Intelligence! #BigData #Analytics #DataScience #AI #MachineLearning #NLProc #GeoSpatial #LLM #IoT #IIoT #PyTorch #Python #RStats #TensorFlow #Java #JavaScript #ReactJS #GoLang #CloudComputing #Serverless #DataScientist #Linux #Programming #Coding
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Complete Guide to Inference Caching in Large Language Models
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The Complete Guide to Inference Caching in LLM! #BigData #Analytics #DataScience #AI #MachineLearning #NLProc #LLM #IoT #IIoT #PyTorch #Python #RStats #TensorFlow #Java #JavaScript #ReactJS #GoLang #CloudComputing #Serverless #DataScientist #Linux #Programming #Coding
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Azure Data Engineering Cookbook for Big Data Analytics
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Azure Data Engineering Cookbook! #BigData #Analytics #DataScience #AI #MachineLearning #IoT #IIoT #PyTorch #Python #RStats #TensorFlow #Java #JavaScript #ReactJS #GoLang #CloudComputing #Serverless #DataScientist #Linux #Books #Programming #Coding #100DaysofCode
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Proxmox Virtualization Platform with GPU Provisioning Support
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I much prefer Proxmox then It supports GPU provisions + and allows me enough visualization that is not that too far from host
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Avoiding Docker-Based TP Setups in Development Workflows
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I tend to avoid docker-based tp setups tbh
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vLLM CUDA Graphs optimization: avoid OOM without eager mode
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PRO TIP vLLM telling you to use `–enforce-eager` to avoid OOM because CUDA Graphs “don’t have enough VRAM”? Don’t jump straight to eager mode Try this first: – lower `–max-model-len`, ex: 4k – let CUDA Graph compile (which will be cached by torch.compile) – restart, then