milinbhade1214

milinbhade1214's Stars

• huggingface/smol-course

  A course on aligning smol models.

  Language:Jupyter Notebook3.3k935

• ggerganov/llama.cpp

  LLM inference in C/C++

  Language:C++69.3k10k

• tysam-code/hlb-gpt

  Minimalistic, extremely fast, and hackable researcher's toolbench for GPT models in 307 lines of code. Reaches <3.8 validation loss on wikitext-103 on a single A100 in <100 seconds. Scales to larger models with one parameter change (feature currently in alpha).

  Language:Python34128

• stanford-cs149/cs149gpt

  Language:Python5538

• milinbhade1214/rl-trim

  RL-TrIM: Reinforcement Learning driven Transformers model Structured Pruning

  Language:Jupyter Notebook1

• corbt/agent.exe

  Language:TypeScript3.2k297

• vaivaswatha/pliron

  Programming Languages Intermediate Representation

  Language:Rust896

• flashinfer-ai/flashinfer

  FlashInfer: Kernel Library for LLM Serving

  Language:Cuda1.6k153

• drisspg/hw1

  1

• olcf/cuda-training-series

  Training materials associated with NVIDIA's CUDA Training Series (www.olcf.ornl.gov/cuda-training-series/)

  Language:Cuda631232

• microsoft/UFO

  A UI-Focused Agent for Windows OS Interaction.

  Language:Python8k1.1k

• Unstructured-IO/unstructured

  Open source libraries and APIs to build custom preprocessing pipelines for labeling, training, or production machine learning pipelines.

  Language:HTML9.4k789

• Atomic-man007/Awesome_Multimodel_LLM

  Awesome_Multimodel is a curated GitHub repository that provides a comprehensive collection of resources for Multimodal Large Language Models (MLLM). It covers datasets, tuning techniques, in-context learning, visual reasoning, foundational models, and more. Stay updated with the latest advancement.

  27918

• jiadong5/ECE408_FA23_UIUC

  My GitHub Repo for UIUC ECE408 Applied Parallel Programming, mainly focus on CUDA programming and algorithm implementation.

  Language:Cuda102

• goyalankit/compilers-and-llvm

  LLVM optimization passes (DCE, LICM), compilers and stuff

  Language:C++1410

• banach-space/zz-cci

  Solutions to practice problems with lots of tests

  Language:C++21

• banach-space/perf-ninja

  This is an online course where you can learn and master the skill of low-level performance analysis and tuning.

  3

• PKUFlyingPig/CS106L

  CS106L : Standard C++ Programming Course

  Language:C++21737

• PKUFlyingPig/Self-learning-Computer-Science

  the resources I use to learn computer science in my spare time

  3.7k349

• SeunghyunSEO/coach

  Reinforcement Learning Coach by Intel AI Lab enables easy experimentation with state of the art Reinforcement Learning algorithms

  1

• bhavnicksm/eai-cookbook

  Deep learning for dummies. All the practical details and useful utilities that go into working with real models.

  Language:Python1

• stas00/ml-engineering

  Machine Learning Engineering Open Book

  Language:Python12k727

• gpt-omni/mini-omni

  open-source multimodal large language model that can hear, talk while thinking. Featuring real-time end-to-end speech input and streaming audio output conversational capabilities.

  Language:Python3.2k286

• graviraja/MLOps-Basics

  Language:Jupyter Notebook6.1k1k

• linkedin/Liger-Kernel

  Efficient Triton Kernels for LLM Training

  Language:Python3.8k230

• donnemartin/system-design-primer

  Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards.

  Language:Python279k46.7k

• systemdesign42/system-design

  A resource to help you pass system design interview and become good at work 👇

  13.5k1.4k

• llmsystem/llmsys_code_examples

  Language:Jupyter Notebook92

• TransformerLensOrg/TransformerLens

  A library for mechanistic interpretability of GPT-style language models

  Language:Python1.7k315

• clu0/unet.cu

  UNet diffusion model in pure CUDA

  Language:Cuda58627