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What Really Happens During Inference — How AI Models Come Alive
access_time 2025-12-02T16:39:13.207Z face Rinovate Academy
What Really Happens During Inference — How AI Models Come Alive By Sabyasachi (SK) After an AI model is trained — after months of GPU-intensive computation, massive data exchange, and countless synchronization cycles — the next stage begins:👉 Inference This is where the model finally comes alive an...
The Hidden Battle Inside AI Datacenters — How Network Traffic Patterns Shape the Speed of Training
access_time 2025-12-01T16:32:33.544Z face Rinovate Academy
The Hidden Battle Inside AI Datacenters — How Network Traffic Patterns Shape the Speed of Training By Sabyasachi (SK) In Part 3 of this series, we explored how thousands of GPUs collaborate during training — dividing the work, computing millions of iterative waves, and synchronizing constantly throu...
What Really Happens Inside an AI Training Set — From Raw Data to Tokens to Neural Networks
access_time 2025-11-30T15:57:40.564Z face Rinovate Academy
What Really Happens Inside an AI Training Set — From Raw Data to Tokens to Neural Networks By Sabyasachi (SK) In the previous part of this series, we explored the foundations of AI — models, training, GPUs and inference. Now, let’s go one level deeper into the most important part of AI development: ...
Inside the GPU Cluster — How Thousands of GPUs Collaborate to Train a Large Language Model
access_time 2025-11-30T13:55:49.939Z face Rinovate Academy
Inside the GPU Cluster — How Thousands of GPUs Collaborate to Train a Large Language ModelBy Sabyasachi (SK) In Part 2 of this AI series, we explored how raw data becomes tokens, and how tokens become numerical inputs that flow into a neural network. Now we go one step deeper — into the engine room ...
Why GPUs Are the New Gold : Behind the Curtain of AI: What Models Really Are, How Training Works,
access_time 2025-11-28T18:20:54.468Z face Rinovate Academy
Why GPUs Are the New Gold : Behind the Curtain of AI: What Models Really Are, How Training Works, and How Inference Brings It All to Life By Sabyasachi (SK) Artificial Intelligence has become the defining technology of our generation. We interact with it every day — through tools like ChatGPT, Gemin...