Kevin's repositories
llama3-8b-alpaca-finetune
Llama 3 (8B) finetuned on Alpaca instruction-tuning dataset generated with GPT4
autonomous-agent
Autonomous Agent written using LangChain, OpenAI, and RAG
multi-agent-ai
Some experimentation with the different multi-agent AI orchestration frameworks currently widely used.
100-exercises-to-learn-rust
A self-paced course to learn Rust, one exercise at a time.
automatic-speech-recognition
ASR using CNNs and RNNs in PyTorch with the Connectionist Temporal Classification (CTC) algorithm
cleaning-agent
A multi-agent AI for a cleaning company that helps users with queries related to the next availability of services
concordia-agent
Experiments with agents grounded in physicality with DeepMind's Concordia
conversational-bot
Conversational bot akin to ChatGPT made with LangChain, with OpenAI and HuggingFace Hub for LLMs
decoder-from-scratch
Decoder-only Transformer model implemented from scratch in Python
ds-projects
Misc. Data Science projects I work on during my job hunt
dspy-projects
Trying out programming LLM outputs with DSPy
kevin-v96.github.io
Portfolio
langchain-basics
Implementing basic stuff like LLMs and Prompting in LangChain
langchain-rag-qna
A simple langchain QnA pipeline trained on any local text using Sentence Transformers and OpenAI
llama-7b-ft
Llama 2 (7B) finetuned on 50k instruction-tuning data produced with GPT4
llm-code-injection
Demo for llm code injection while generating code for forms
llm-course
Course to get into Large Language Models (LLMs) with roadmaps and Colab notebooks.
multi-agent-ai-tutorials
Some tutorials for multi-ai-agent frameworks like CrewAI, AutoGen, and LangGraph
python-codecomplete-lm
Small (<~1B) LMs for next token prediction in Python
structured-state-space-model
Structured state space for sequence modeling (S4)
unbalanced-classification
A project using standard ML algorithms used to address unbalanced datasets for classification
visualisation_tutorials
Tutorials I go through to brush up on my visualization and EDA skills in frameworks like sns, plt, or R
voice-recording-classification
Classification of gender in voice recordings using Torchaudio
workbench-example-hybrid-rag
An NVIDIA AI Workbench example project for Retrieval Augmented Generation (RAG)