Building an #AI factory on #Kubernetes
An AI factory is not just a model or cluster. It is a pool of GPUs that many teams draw from at once: one team fine-tuning, another serving inference, a third running evaluations, all on the same accelerators.
https://t.co/nuKD4GBz8b #GPU
Why #Kubernetes Needs to Learn GPUs, with @SaiyamPathak
Explore what #GPU scarcity, shared accelerators, and AI workloads mean after the conference slides meet real infrastructure.
https://t.co/SZE7en1gZH #AgenticAI
தமிழக முதல்வர் ஊழல் இல்லாத ஆட்சியை தருவேன் என்று கூறி வரும் நிலையில், மாம்பாக்கம் தவெக ஊராட்சி மன்ற தலைவரும், தவெக செங்கல்பட்டு கிழக்கு மாவட்ட இணை செயலாளருமான வீரா என்பவர் ஒப்பந்ததாரரிடம் 1.30 லட்சம் லஞ்சம் வாங்கிய வீடியோ வைரல்
Ex-NVIDIA engineer who built Unsloth explained RL, kernels, reasoning, quantization, and agents in 2 hours 42 minutes - better than $5000 fine-tuning bootcamps.
pick the base model -> write triton kernels for 2x faster fine-tune -> quantize to 4-bit -> run GRPO/DPO -> ship a reasoning model on your single GPU.
That loop is why Unsloth is the default way to fine-tune Llama, Qwen, Gemma, and Phi on hardware you already own.
Unsloth + Triton kernels + 4-bit quantization + GRPO/DPO + single-GPU fine-tuning - that's the stack.
Watch and save it, then fine-tune your first model tonight.
one of the worst shipment and delivery process by @myntra, for the 100195449187 Packet ID. Please ask your delivery agents to STOP FAKE DELIVERY ATTEMPT.
@amazonIN was better in customer service than any other players.
#myntra#amazonindia
DURING SALARY NEGOTIATION:
"What are your salary expectations?"
Most people say: "I am flexible, whatever the company feels is fair."
THE WINNING ANSWER: