Tebmer

ML-For-Beginners

12 weeks, 26 lessons, 52 quizzes, classic Machine Learning for all

AI-For-Beginners

12 Weeks, 24 Lessons, AI for All!

generative-ai-for-beginners

18 Lessons, Get Started Building with Generative AI 🔗 https://microsoft.github.io/generative-ai-for-beginners/

mamba

Mamba SSM architecture

ABigSurveyOfLLMs

A collection of 150+ surveys on LLMs

llm-misinformation-survey

Paper list for the survey "Combating Misinformation in the Age of LLMs: Opportunities and Challenges" and the initiative "LLMs Meet Misinformation"

Awesome-LLMs-Datasets

Summarize existing representative LLMs text datasets.

Rereading-LLM-Reasoning

The official code for the paper "Re-reading improves reasoning in large language models". Simply repeating the question to get bidirectional understanding for improving reasoning.

gritlm

Generative Representational Instruction Tuning

LSG

[NeurIPS 2023] Official Implementation of Language Semantic Graph Guided Data-Efficient Learning

LaTeX-OCR

pix2tex: Using a ViT to convert images of equations into LaTeX code.

dolma

Data and tools for generating and inspecting OLMo pre-training data.

wimbd

What's In My Big Data (WIMBD) - a toolkit for analyzing large text datasets

PathCon

Combining relational context and relational paths for knowledge graph completion

NodePiece

Compositional and Parameter-Efficient Representations for Large Knowledge Graphs (ICLR'22)

StructLM

Code and data for "StructLM: Towards Building Generalist Models for Structured Knowledge Grounding"

echo-embeddings

BERTRL

Awesome-Knowledge-Distillation-of-LLMs

This repository collects papers for "A Survey on Knowledge Distillation of Large Language Models". We break down KD into Knowledge Elicitation and Distillation Algorithms, and explore the Skill & Vertical Distillation of LLMs.

llama.cpp

LLM inference in C/C++

vllm

A high-throughput and memory-efficient inference and serving engine for LLMs

InstantID

InstantID : Zero-shot Identity-Preserving Generation in Seconds 🔥

LLMs-for-NLG-Evaluation

Awesome LLM for NLG Evaluation Papers

llama-recipes

Scripts for fine-tuning Meta Llama3 with composable FSDP & PEFT methods to cover single/multi-node GPUs. Supports default & custom datasets for applications such as summarization and Q&A. Supporting a number of candid inference solutions such as HF TGI, VLLM for local or cloud deployment. Demo apps to showcase Meta Llama3 for WhatsApp & Messenger.

reasoning-on-graphs

Official Implementation of ICLR 2024 paper: "Reasoning on Graphs: Faithful and Interpretable Large Language Model Reasoning"

OneForAll

A fundational graph learning framework that solves cross-domain/cross-task classification problems using one model.

awesome-large-graph-model

Papers about large graph models.

Awesome-Graph-LLM

A collection of AWESOME things about Graph-Related LLMs.

NLGraph

Official repository of "Can Language Models Solve Graph Problems in Natural Language?". NeurIPS 2023 (Spotlight)

GraphGPT

[SIGIR'2024] "GraphGPT: Graph Instruction Tuning for Large Language Models"