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Wesam Khallaf — Author of PyTorch From Ground Up3d ago • 10 min read
What optimizer.step() Actually Does: One Step of SGD, Momentum and Adam by Hand
last time i took a two-layer network and computed all four gradients by hand, and then ran the same....
#pytorch#deeplearning#machinelearning#beginners
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Filippo Lollato6d ago • 1 min read
Incin, a rust machine learning framework for setting fire to dimensionality bugs
Incin is a deep learning framework in Rust where a tensor’s shape, dtype, device and gradient state....
#deeplearning#machinelearning#opensource#rust
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Aahan-Chauhan6d ago • 3 min read
Entropy and Cross-Entropy, Explained
If you've spent any time around machine learning the familiarizing yourself with the concept, you...
#machinelearning#beginners#informationtheory#deeplearning
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arham ahmed3d ago • 7 min read
Transformers: Understanding the Architecture Behind Modern AI
Introduction Transformers are the heart of modern AI models. AI has seen a lot of breakthrough...
#ai#deeplearning#machinelearning#nlp
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Aviral Srivastava3d ago • 8 min read
GPU Architecture for ML (CUDA basics)
Unleashing the Matrix: A Casual Dive into GPU Architecture for ML (and a Sprinkle of...
#deeplearning#hardware#machinelearning
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Jarvis6d ago • 6 min read
DeepSeek's Vision Lineage: From DeepSeek-VL to Vision-Exp
A research timeline of DeepSeek's vision-language models, data strategies, architecture choices, and...
#ai#multimodal#deeplearning#machinelearning
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Emylton Leunufna3d ago • 1 min read
MULTIPITA: Reorganizing Compute Without Compressing Identity
How NINMENI approaches the computational cost of native character-identity modeling Large language.....
#aiops#machinelearning#deeplearning#llm
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Illeana Vowies4d ago • 6 min read
AI profile picture generators, how the real pipeline works
An AI profile picture generator usually follows four stages: it accepts selfie uploads, adapts a...
#ai#deeplearning#machinelearning
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Divyakush PunjabiAug 23, 2026 • 2 min read
Self-attention isn't just for language — SASRec for recommendations
Self-attention was never really about language; it answers "which parts of this sequence matter for ...
#ai#machinelearning#deeplearning#python
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Prabhakar Chaudhary4d ago • 4 min read
Prefix Sliding: Scaling LLM Reasoning Without the Memory Bottleneck
Prefix Sliding: Decoupling Memory from Reasoning Length in Test-Time Scaling Test-time...
#ai#machinelearning#deeplearning#llm
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Prabhakar Chaudhary4d ago • 4 min read
Next-Chunk Reasoning: Why RL Might Not Actually Beat SFT for no-CoT Data
Next-Chunk Reasoning: Why RL Might Not Actually Beat SFT for no-CoT Data The transition...
#ai#machinelearning#deeplearning#llm
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Artur Daschevici5d ago • 16 min read
My search engine scored 65% on its own docs site
A couple of weeks ago I launched chops-search with a blog post claiming 92% recall@1. That number is...
#rust#deeplearning#testing#datascience
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Luis Faria3d ago • 11 min read
What happens between a token and a prediction? Making sentiment models inspectable
"Great food but the service was dreadful!" This is a verbatim sentence from the SemEval-2014...
#machinelearning#deeplearning#nlp#showdev
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Paperium6d ago • 1 min read
Apodex 1.1: Scaling Agentic Intelligence for Complex Work
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#ai#deeplearning#computerscience#machinelearning
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Tech PulseAug 23, 2026 • 3 min read
Dev Opportunity Radar #13: a16z Alpha, $740K Hackathon & AI Agent Competition – Key Insights
The Rise of a16z Alpha and the 2026 Developer Tech Stack: A Comprehensive Blueprint The...
#ai#agents#deeplearning#techtrends
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Shard Center For InnovationAug 24, 2026 • 4 min read
Machine Learning and Deep Learning: A Practical Guide
Machine Learning and Deep Learning: A Practical Guide for Machine learning and deep learning belon...
#machinelearning#deeplearning#ai#robotics
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vikas sharmaAug 24, 2026 • 2 min read
Cheapest Cloud Storage in India: What to Consider Before Choosing a Provider
As businesses and individuals generate more digital information, finding affordable and reliable...
#ai#cheapestcloudstorageindia#deeplearning#machinelearning
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vikas sharma6d ago • 2 min read
Cheapest GPU Cloud for AI Workloads
AI development, machine learning, and other compute-intensive applications often require powerful GP...
#ai#gpu#cheapestgpucloud#deeplearning
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Wlad Radchenko6d ago • 8 min read
Upscaling a huge image on a small GPU: tiled super-resolution without seams
How Real-ESRGAN upscales an image too big to fit in VRAM by cutting it into tiles, padding each tile...
#python#machinelearning#computervision#deeplearning
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Anya Summers3d ago • 9 min read
We just launched a new course on how to Build Adaptive AI Agents
Our new short course with DeepLearning.AI, Building Adaptive AI Agents, is live today. It cover...
#deeplearning#agentskills#ai#machinelearning
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Lab10YR6d ago • 8 min read
Computer Vision Is Now Classifying Soil Texture From Field Photos
Convolutional neural networks, trained on an extensive corpus of field-verified soil profile images,...
#computervision#soiltexture#deeplearning#imageclassification
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StartupHub.aiAug 23, 2026 • 4 min read
AI Models as Training Data: Exploring the Frontier of Weight Space Learning
Explore 'weight space learning,' a novel AI approach where trained model weights become new data. Di...
#ai#machinelearning#weightspacelearning#deeplearning
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gentic newsAug 22, 2026 • 3 min read
Google's EnvHarness Adds +9 Points to Agent Benchmarks
Google's EnvHarness adds programmable layers to agent environments, reporting up to +9 points on hel...
#ai#machinelearning#research#deeplearning
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gentic news5d ago • 3 min read
Agentic Inference Puts KV Cache at Center of Serving Stack
SemiAnalysis says agentic inference makes KV cache central to serving. AgentX targets this, but no n...
#ai#machinelearning#research#deeplearning
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