Siddharth vijExclusive and Independent Events — For Friends and FamilyThe article explains the concept of Exclusive and Independent Events with a peppy example. Enjoy Reading!Feb 22Feb 22
Siddharth vijLLM Quantization | GPTQ | QAT | AWQ | GGUF | GGML | PTQExplore the concept of Quantization and techniques used for LLM Quantization including GPTQ, AWQ, QAT & GGML (GGUF) in this article.Feb 19Feb 19
Siddharth vijFine Tune Mistral 7B using Uber’s Ludwig on Free Google Collab Account | Quantization and LoRaUnveiling the Power of Quantization and LoRa for Fine-Tuning Mistral 7B Model (LLM) on a Single Node GPU using Uber’s Ludwig.Dec 10, 20232Dec 10, 20232
Siddharth vijPrompt Engineering | LLaMA-2 Chat | COT | ReAct | Few Shot | Self-CritiqUnderstand Prompt Engineering Techniques — Few Shot | COT | ReAct | Critique — by easy going examples.Sep 21, 20231Sep 21, 20231
Siddharth vijOpenAI based Custom Chatbot Implementation | Pre-read for Production Deployments.I have been feeling an urge to write this article for sometime now. Even though the article seems naive, I believe it is relevant for the…Sep 5, 2023Sep 5, 2023
Siddharth vijLLM (GPT) Fine Tuning — PEFT | LoRA | QuantizationThis post summarizes Parameter Efficient Fine Tuning methods for an LLM. We cover LoRA, PEFT, Quantization, Adapters & Soft Tuning Methods.Jul 25, 2023Jul 25, 2023
Siddharth vijCorrelation — A not so complicated RelationThough the image is from friends, the article talks about Correlation from Stats. Feel free to read for entertainment while studying.Sep 29, 2022Sep 29, 2022
Siddharth vijConfusion “MATRIX” in GeneralConfusion Matrix can be daunting for beginners in Data Science field. This writeup explains it with a relatable case study of Covid-19.Aug 19, 2022Aug 19, 2022
Siddharth vijP-value, Level of significance, Hypothesis testing, Z scores, Type I / II errorsThis article is about P-value and all the topics required to better understand P-value. The idea of article is to introduce all the…Apr 26, 20221Apr 26, 20221
Siddharth vijChi (kai)- squared testThis article is about chi-squared tests for independence of variables and all the topics required to better understand these tests. The…Apr 8, 2022Apr 8, 2022