Shubhkirti Prasad's repositories
UsableAI-Final_Module
Prompt Engineering, OpenAI, Langchain
Classification-Algorithms
Various predictions using basic Classification algorithms
cracking-the-data-science-interview
A Collection of Cheatsheets, Books, Questions, and Portfolio For DS/ML Interview Prep
CV-2
Computer Vision-2
data-science-interviews
Data science interview questions and answers
Data-Structure-Algorithms-LLD-HLD
A Data Structure Algorithms Low Level Design and High Level Design collection of resources.
DiffSynth-Studio
Enjoy the magic of Diffusion models!
dmls-book
Summaries and resources for Designing Machine Learning Systems book (Chip Huyen, O'Reilly 2022)
dspy
DSPy: The framework for programming—not prompting—foundation models
Hand-Drawn-CNN
The code and the CNN model for hand drawn image classification : Scored 2nd out of 100
Large-Language-Model-Notebooks-Course
Practical course about Large Language Models.
llama3-from-scratch
llama3 implementation one matrix multiplication at a time
LLM-Finetuning
LLM Finetuning with peft
llm.c
LLM training in simple, raw C/CUDA
ML-Papers-of-the-Week
🔥Highlighting the top ML papers every week.
nanoGPT
The simplest, fastest repository for training/finetuning medium-sized GPTs.
NLP
NLP_projects
nn-zero-to-hero
Neural Networks: Zero to Hero
open-webui
User-friendly WebUI for LLMs (Formerly Ollama WebUI)
R2R
The ultimate open-source RAG framework
rag-from-scratch
LangChain
RealtimeSTT
A robust, efficient, low-latency speech-to-text library with advanced voice activity detection, wake word activation and instant transcription.
Samba
Official implementation of "Samba: Simple Hybrid State Space Models for Efficient Unlimited Context Language Modeling"
schedule_free
Schedule-Free Optimization in PyTorch
Shubhkirti24
Config Files For my Landing Page
text2cypher
collection of text2cypher datasets, evaluations, and finetuning instructions
tonic_validate
Metrics to evaluate the quality of responses of your Retrieval Augmented Generation (RAG) applications.
TTS
🐸💬 - a deep learning toolkit for Text-to-Speech, battle-tested in research and production
unsloth
Finetune Llama 3, Mistral, Phi & Gemma LLMs 2-5x faster with 80% less memory