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Saksham1611
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Lists (20)
Backend Fastapi
list of fastapi projects2 repositories
Basic ML notebooks
1 repository
Data Augmentation
use to create data for images (augment)1 repository
Deep learning framework
4 repositories
Documentation
Creates Documentations for your websites1 repository
✨ Inspiration
1 repository
Interview Question Company Wise
Kaggle
List of kaggle solutions2 repositories
Kaggle cometition
3 repositories
LLMs
contains implementation and resources regarding training , deploying and inferencing large language models9 repositories
math visualization
1 repository
NLP
Seq to seq models tutorials9 repositories
Non Supervised Learning
Active Learning , one-shot , self supervised , semi supervised1 repository
Optimations
1 repository
Python Package Creation
1 repository
Python Scripts General
contains multiple python scripts for automation and general tasks2 repositories
Pytorch Basic Applications
6 repositories
Research Papers
Research papers3 repositories
Resources Links (ML)
8 repositories
📍Visualization
visualization for LLM's1 repository
Starred repositories
Minimalistic 4D-parallelism distributed training framework for education purpose
llama3 implementation one matrix multiplication at a time
Welcome to the Llama Cookbook! This is your go to guide for Building with Llama: Getting started with Inference, Fine-Tuning, RAG. We also show you how to solve end to end problems using Llama mode…
Training LLMs with QLoRA + FSDP
Go from no deep learning knowledge to implementing GPT.
Implement a ChatGPT-like LLM in PyTorch from scratch, step by step
Simple and efficient pytorch-native transformer text generation in <1000 LOC of python.
20+ high-performance LLMs with recipes to pretrain, finetune and deploy at scale.
Retrieval Augmented Generation (RAG) chatbot powered by Weaviate
Python programs, usually short, of considerable difficulty, to perfect particular skills.
🧑🏫 60+ Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), ga…
Examples and guides for using the OpenAI API
This is a minimalistic theme template for websites.
The Incredible PyTorch: a curated list of tutorials, papers, projects, communities and more relating to PyTorch.
Code for the Kaggle Ensembling Guide Article on MLWave
This repository contains demos I made with the Transformers library by HuggingFace.
📚 Papers & tech blogs by companies sharing their work on data science & machine learning in production.
🌎 machine learning tutorials (mainly in Python3)
Free MLOps course from DataTalks.Club
The 2nd place solution to the 2020 edition of the Google Landmark Recognition competition
🏆 A ranked list of awesome machine learning Python libraries. Updated weekly.
Multimodal model for text and tabular data with HuggingFace transformers as building block for text data
Represent, send, store and search multimodal data
