IGIshan Guptainintutic.hashnode.dev·3d ago · 5 min readHow to Serve 70B LLMs on a Single 24GB GPU: Deep Dive into Turing EngineServing frontier 70B–120B parameter Large Language Models (such as Meta LLaMA-3.3-70B, DeepSeek-R1 Distill, Alibaba Qwen-2.5-72B, and DeepSeek-V4 Flash) has historically been an enterprise privilege. 22K
CChandaniinniraltek-iot.hashnode.dev·2d ago · 5 min readBuilding Enterprise AI: Why Custom AI and ML Development Services Matter in 2026 Artificial Intelligence is no longer a futuristic concept reserved for tech giants. In 2026, it has become a practical business tool that helps manufacturers reduce downtime, retailers forecast demand00
RSRuvarashe Shalom Nemarambainruva.hashnode.dev·3d ago · 13 min readThe Reality of Being in TechBeing a college student in tech isn't as easy as it looks. It's imposter syndrome, peer pressure to land internships, math that reads like an alien language, constant errors, not knowing why your code00
YPYogeshwar Peelainexploitnotes.hashnode.dev·5d ago · 13 min readBrunnerCTF 2026 : Half Baked WriteupSummary half_baked.py defines a BrunsvigerCake model with six nn.Linear layers, each with real pretrained weights and biases already assigned, but forward() just returns the input untouched - none of 00
SDSprited Devinblog.sprited.ai·Aug 20 · 8 min readI built an MNIST for video diffusion — and trained a 5-second dancer on a free ColabEvery one of these dancers was drawn from pure noise by a model that trained for a few hours on one GPU. And for every frame in the training data, we know exactly where each arm and leg really is — so10
FFeniiinfenii.hashnode.dev·Aug 10 · 3 min readHow AI Lip Sync Works: From Audio Waveforms to Synchronized Face VideosGenerative AI has fundamentally reshaped digital media production. One of the most fascinating breakthroughs in this space is audio-driven facial animation—commonly known as AI Lip Sync. Instead of re00
ASAnanya Soniinananyasoni-aisovereign-agi.hashnode.dev·Aug 8 · 5 min readI Scrapped My Own Benchmark to Build the Ultimate AGI Lifecycle Engine It has been just shy of a month—three days short, to be exact—since I dropped the True AGI Sequence Gauntlet. If you read my previous post, you know the promise I made. I told you I was going to rele00
JSJeevika Sinlocal-minima.hashnode.dev·Aug 8 · 10 min readBuilding an RL Traffic Agent for Indian Roads, Part 8: The Ramp That Wouldn't Go AwayPart 7 ended on a table that looked clean. Nav scaling fixed the steering lock-in, extending training to 100,000 steps gave the CNN room to actually learn road geometry, and every metric in that closi00
CMChaeyeon Mia Leeinmiainflorence.hashnode.dev·Aug 4 · 10 min readThe "Understanding Is Done Early" Insight Behind CoMem: A Deep Technical BreakdownYour GPU runs out of memory at 128k tokens. Your RAG pipeline loses critical context in the middle. You've tried KV cache compression and watched accuracy drop. These aren't configuration problems — t20
WKWesam Khallafinpytorchfromgroundup.hashnode.dev·Aug 3 · 8 min readPyTorch `permute` vs `transpose`: What's the Difference (and the `reshape` Bug That Scrambles Your Images)You loaded an image, got a tensor shaped (batch, height, width, channels), and your convolution wants (batch, channels, height, width). Stack Overflow says permute. Someone else says transpose. And re00