InIntro to Artificial IntelligencebyDhanoop Karunakaran·Feb 14, 2025My attempt to build a computer-use capability using an LLMIntroduction
InIntro to Artificial IntelligencebyDhanoop Karunakaran·Jan 3, 2025PaliGemma: a Open Multimodal 3B Language ModelIntroduction
InIntro to Artificial IntelligencebyDhanoop Karunakaran·Dec 18, 2024Deploy Fine-tuned QuantizedModel to OllamaDeploying a fine-tuned, quantized model to a CPU-only system presents a significant challenge. Our initial approach involved creating a…A response icon1A response icon1
InIntro to Artificial IntelligencebyDhanoop Karunakaran·Dec 5, 2024The Future of LLM Inference: Small Models, Big ImpactLarge Language Models (LLMs) typically require powerful GPUs, limiting their accessibility. Projects like BitNet.cpp and Llama.cpp are…
InIntro to Artificial IntelligencebyDhanoop Karunakaran·Nov 19, 2024Proximal Policy Optimization (PPO) RL in PyTorchPPO Architecture. Source: [12]
InIntro to Artificial IntelligencebyDhanoop Karunakaran·Nov 17, 2024Deep Q Network(DQN) in PyTorchQ-learning
InIntro to Artificial IntelligencebyDhanoop Karunakaran·Nov 15, 2024Advantage Actor-Critic RL in PyTorchIntroduction
InIntro to Artificial IntelligencebyDhanoop Karunakaran·Oct 25, 2023A brief guide on running TensorFlow on GPUMany people are already aware of how to run the TensorFlow library on GPU. But to me, it took a couple of days of effort to figure out what…
InIntro to Artificial IntelligencebyDhanoop Karunakaran·Oct 23, 2023Parameter Efficient Finetuning (PEFT) of LLMThis article explains the PEFT technique to finetune LLM and how can we implement it. To learn more about Transformer and its different…
InIntro to Artificial IntelligencebyDhanoop Karunakaran·Sep 11, 2023Kalman filter in stock tradingWhat is Kalman Filter?A response icon2A response icon2
