ChanCheeKean / DataScienceLinks
☆83Updated last year
Alternatives and similar repositories for DataScience
Users that are interested in DataScience are comparing it to the libraries listed below
Sorting:
- Welcome to the LLMs Interview Prep Guide! This GitHub repository offers a curated set of interview questions and answers tailored for Dat…☆134Updated last year
- Tutorial for how to build BERT from scratch☆93Updated last year
- LORA: Low-Rank Adaptation of Large Language Models implemented using PyTorch☆105Updated last year
- Distributed training (multi-node) of a Transformer model☆68Updated last year
- Master the essential steps of pretraining large language models (LLMs). Learn to create high-quality datasets, configure model architectu…☆19Updated 10 months ago
- This repository contains a custom implementation of the BERT model, fine-tuned for specific tasks, along with an implementation of Low Ra…☆76Updated last year
- Building a 2.3M-parameter LLM from scratch with LLaMA 1 architecture.☆170Updated last year
- RAGs: Simple implementations of Retrieval Augmented Generation (RAG) Systems☆106Updated 4 months ago
- Notes and commented code for RLHF (PPO)☆96Updated last year
- Starter pack for NeurIPS LLM Efficiency Challenge 2023.☆122Updated last year
- Notes about LLaMA 2 model☆61Updated last year
- Scripts for fine-tuning Llama2 via SFT and DPO.☆200Updated last year
- Scripts for text classification with llama and bert☆18Updated 3 weeks ago
- Scripts of LLM pre-training and fine-tuning (w/wo LoRA, DeepSpeed)☆80Updated last year
- 1st Place Solution for LLM - Detect AI Generated Text Kaggle Competition☆193Updated last year
- Comparing the Performance of LLMs: A Deep Dive into Roberta, Llama, and Mistral for Disaster Tweets Analysis with Lora☆51Updated last year
- Fine-Tuning Llama3-8B LLM in a multi-GPU environment using DeepSpeed☆17Updated last year
- LLM (Large Language Model) FineTuning☆540Updated 2 months ago
- 🟣 LLMs interview questions and answers to help you prepare for your next machine learning and data science interview in 2025.☆428Updated 2 weeks ago
- Curated list of weekly published LLM papers☆168Updated this week
- A set of scripts and notebooks on LLM finetunning and dataset creation☆111Updated 8 months ago
- ☆12Updated 9 months ago
- ☆20Updated 3 years ago
- 🧠 A study guide to learn about Transformers☆11Updated last year
- Just some stuff for Interview questions, books, annotated paper, notes, cheat sheets etc etc related to ML,AI, Deep Learning and Data Sc…☆114Updated last month
- ☆16Updated last year
- Unlock the potential of finetuning Large Language Models (LLMs). Learn from industry expert, and discover when to apply finetuning, data …☆60Updated last year
- Solution of Kaggle competition: LMSYS - Chatbot Arena Human Preference Predictions☆44Updated 9 months ago
- Lightweight demos for finetuning LLMs. Powered by 🤗 transformers and open-source datasets.☆77Updated 7 months ago
- Collection of links, tutorials and best practices of how to collect the data and build end-to-end RLHF system to finetune Generative AI m…☆222Updated last year