LLM Learning Resources LLM Tools

Educational materials, courses, workshops, and notebooks for understanding LLM fundamentals, architecture, and implementation. Does NOT include production tools, deployed applications, or domain-specific LLM use cases.

There are 181 llm learning resources tools tracked. 1 score above 70 (verified tier). The highest-rated is SepineTam/stata-mcp at 74/100 with 99 stars and 7,194 monthly downloads.

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# Tool Score Tier
1 SepineTam/stata-mcp

Let LLM help you achieve your regression with Stata. Evolve from reg monkey...

74
Verified
2 datawhalechina/code-your-own-llm

一份全栈式大语言模型参考指南,用最简洁的代码帮助你端到端定义模型从零训练到工程落地的每一个细节

52
Established
3 leonid20000/odin-slides

This is an advanced Python tool that empowers you to effortlessly draft...

51
Established
4 onejune2018/Awesome-LLM-Eval

Awesome-LLM-Eval: a curated list of tools, datasets/benchmark, demos,...

48
Emerging
5 sinanuozdemir/quick-start-guide-to-llms

The Official Repo for "Quick Start Guide to Large Language Models"

45
Emerging
6 axhiao/QuickNote

Capture what you want with LLM

45
Emerging
7 R3gm/InsightSolver-Colab

InsightSolver: Colab notebooks for exploring and solving operational issues...

45
Emerging
8 atef-ataya/Large-Language-Models-Tutorial

Learn AI, ML, and NLP with interactive Jupyter Notebook tutorials.

45
Emerging
9 01-ai/Yi

A series of large language models trained from scratch by developers @01-ai

44
Emerging
10 blegat/LINMA2472

Course material for the course LINMA2472 at UCLouvain

44
Emerging
11 datawhalechina/llm-preview

理工科-大模型入门实训课程

44
Emerging
12 DecisionsDev/rule-based-llms

This repo illustrates how to combine LLMs and rule-based services to...

43
Emerging
13 astorfi/Large-Scale-AI-Blueprint

A comprehensive guide designed to empower readers with advanced strategies...

42
Emerging
14 tyfiero/infinite-ai-seo

They're training LLMs on your data. Let's give them exactly what we want...

42
Emerging
15 LG-AI-EXAONE/EXAONE-3.5

Official repository for EXAONE 3.5 built by LG AI Research

42
Emerging
16 srush/LLM-Training-Puzzles

What would you do with 1000 H100s...

42
Emerging
17 LG-AI-EXAONE/EXAONE-Deep

Official repository for EXAONE Deep built by LG AI Research

41
Emerging
18 LAiSER-Software/extract-module

LAiSER is a tool that helps learners, educators and employers share trusted...

41
Emerging
19 LG-AI-EXAONE/EXAONE-3.0

Official repository for EXAONE built by LG AI Research

38
Emerging
20 aiDAPTIV-Phison/aiDAPTIV-Training-Course

Hands-on aiDAPTIV+ training course for fine-tuning and running large...

38
Emerging
21 Mooler0410/LLMsPracticalGuide

A curated list of practical guide resources of LLMs (LLMs Tree, Examples, Papers)

37
Emerging
22 snehilsanyal/self-learn-llms

🏫🙋🏻 [WIP] Self learn LLMs. This repository is a collection of resources,...

37
Emerging
23 WangRongsheng/Use-LLMs-in-Colab

🤖 集合众多大模型在Colab上的使用 | LLMs is all you need.

37
Emerging
24 huangjia2019/powerful_llm

极客时间 - 大模型应用开发实战课: 展现LLM应用开发之强大

37
Emerging
25 ShengqinYang/AINote

I recently attended the Geekbang "Large Language Models Application...

35
Emerging
26 JonusNattapong/Notebook-Git-Colab

เป็นการรวบรวมแหล่งข้อมูลสำหรับการเรียนรู้เกี่ยวกับปัญญาประดิษฐ์ (Artificial...

34
Emerging
27 huangjia2019/DeepBlue-LLM

深蓝学院课程 - 生成式预训练语言模型:理论与实战

34
Emerging
28 Matt-Dionis/nlad

Natural Language Application Development (NLAD) - A methodology for building...

34
Emerging
29 ai-twinkle/llm-lab

繁中模型研究與實作的 Lab

34
Emerging
30 sodascience/workshop_llm_data_collection

This repository contains the code and slides for our workshop on data...

33
Emerging
31 JiauZhang/nnm

Neural Network Models

33
Emerging
32 billvsme/train_law_llm

✏️0成本LLM微调上手项目,⚡️一步一步使用colab训练法律LLM,基于microsoft/phi-1_5、chatglm3,包含lora微调,全参微调

32
Emerging
33 NEU-DataMining/PICA

多轮共情对话模型PICA

31
Emerging
34 nanom/llm_adaptation_workshop

Taller: Modelos de lenguaje a tu medida. 12º Jornadas Regionales de Software...

30
Emerging
35 PipiHi0926/llm-course-zh

大型語言模型(LLM)的讀書會內容code部分整理,此github提供簡單、免費、易實作code範例,並由淺入深帶你一步步了解如何基於python建置LL...

30
Emerging
36 nishad/llm-workshop-notebooks

Getting Started with Local LLMs - Workshop Notebooks

30
Emerging
37 yenslife/python-llm-for-beginners-demo-code

《零基礎玩轉LLM 應用全攻略:Python × No-Code 實作 AI 開發超簡單》書籍程式碼網站

29
Experimental
38 La-PleIAde/VictorIA-Hugo

VictorIA Hugo is an LLM capable to write creative stories in the styles of...

29
Experimental
39 kasperjunge/LLM-Guide

Resources for training, hosting and developing with large language models 🚀

29
Experimental
40 JawherKl/llm-foundations

A structured learning path for software engineers to master Large Language...

29
Experimental
41 nanom/llm_adaptation_2nlp_workshop

Taller: Modelos de lenguaje a tu medida. 2º Workshop Argentino de NLP, Córdoba 2023

28
Experimental
42 mehdihosseinimoghadam/open-sourced-nootbookLM

Open Sourced NoteBookLM

28
Experimental
43 worldbank/LLMs-Practical-Guide

A practical introduction to Generative AI and LLMs, equipping professionals...

28
Experimental
44 kevinknights29/Databricks_LLM102x

This project contains the lab notebooks from course: Large Language Models:...

26
Experimental
45 SAP-samples/btp-running-language-models

This repository contains different code examples around the topic of...

26
Experimental
46 mattbarreto/procesamiento-habla-nlp

Laboratorio de Introducción al Procesamiento del Lenguaje Natural y LLMs -...

26
Experimental
47 pyladiesams/llm-guardrails-jul2024

Dive into the world of LLM Guardrails using tools like NVIDIA’s NeMo...

25
Experimental
48 ditto-assistant/nlp_server

NLP server housing intent and NER models as well as an LLM agent with long...

25
Experimental
49 huangjia2019/llm-in-action

LLM Examples

25
Experimental
50 zuramai/llm-journey

My journey on building my own LLM

25
Experimental
51 jrazi/llm-assignments-fall-2023

My assignment submissions for the Fall 2023 Large Language Models course at...

25
Experimental
52 FareedKhan-dev/Solve-LLM-Knowledge-Cutoff

A Classification Approach: Making LLM Knowledge-Aware

25
Experimental
53 corresocial/drummond-1b1-instruct

O primeiro Modelo Grande De Linguagem com Raciocínio 100% aberto BR

25
Experimental
54 Youbiquitous/programming-llm

This is the official repository for the examples built throughout...

24
Experimental
55 guntas-13/CS613-NLP-Telugu-Team1

Collecting data for Telugu LLM. Group Project in Natural Language Processing...

24
Experimental
56 Security-FIT/Latium

ROME and its surroundings

24
Experimental
57 Won-Seong/kor-sentence-ordering

데이콘 경진대회 3위 솔루션: 한국어 문장 정렬 AI 훈련 과정 및 결과를 담은 저장소입니다.

24
Experimental
58 lias-laboratory/experimentalhistorianllm

Work on answering questions in digital humanities (history) using various...

24
Experimental
59 Fuenfgeld/LLM-Utility-Cookbook

Welcome to LLM-Utility-Cookbook! Here you'll find tools to make LLMs easy:...

24
Experimental
60 telmo-correa/nebulous-llm-experiment

Notebooks with source code for self-study experiment with LLM chain and...

23
Experimental
61 guihcs/from-one-hot-to-llm

A comprehensive introduction to language models and modern AI, starting from...

23
Experimental
62 amitlals/FinanceBench-LLM

Domain-adapted financial QA with NVIDIA NIM + NeMo LoRA fine-tuning. 126%...

23
Experimental
63 wjn1996/LLMs-NLP-Algo

【大模型 & NLP & 算法大礼包】提供大量NLP、大模型和算法付费干货,一套拥有,学习&科研&工作不愁!

23
Experimental
64 blayyyyyk/cs478

For the duration of my Independent Study course, I have been tasked with...

23
Experimental
65 AUSTIN2526/iThome2023-learn-NLP-in-30-days

2023年iThome鐵人賽「AI & Data」組佳作【30天內成為NLP大師:掌握關鍵工具和技巧】完整程式碼,該文章會從零開始教你該如何微調大型語言模型

22
Experimental
66 Sadne22/ML4LLM_book

📚 Explore 50 ML projects to analyze, visualize, and understand...

22
Experimental
67 aastroza/llm-teaching

Teaching materials on Large Language Models (LLMs)

22
Experimental
68 qianniuspace/llm-step-by-step

LLM 入门课程 30 篇

22
Experimental
69 chetangadhiya5062/nemo-llm-experiments

Experimenting with NVIDIA NeMo for LLM training, fine-tuning, and inference...

22
Experimental
70 furkanmtorun/LabJournal.ai

Keep lab notebooks digital effortlessly!

22
Experimental
71 matthewdeanmartin/examexam

Exam practice with LLM (AI) integrations

22
Experimental
72 abelsond-cam/Bacotype

Embed whole bacterial genomes in Bacformer and use the representation to...

22
Experimental
73 felipeandrian/cerebro-cyber

Construindo um Modelo de Linguagem (LLM) arquitetura Transformer do zero em...

22
Experimental
74 EricApgar/large-language-model

Interact with an LLM.

22
Experimental
75 LaLy574/llm-course

📚 Explore LLM fundamentals, techniques, and application deployment to master...

22
Experimental
76 Lo3okSky/LLM_course

🐙 Explore the inner workings of large language models with hands-on Python...

22
Experimental
77 caktus/llm-learning

A collection of notebooks and resources for learning about Large Language...

21
Experimental
78 olehxch/llm-code-examples

✍️ Dive into this repository to explore a treasure trove of code examples,...

21
Experimental
79 Amr-Abdellatif/Getting-started-with-Ollama-locally

A walkthrough for building AI Apps locally with LLM's using Ollama

20
Experimental
80 ihuzaifashoukat/ml-mastery-path

Advanced Machine Learning and LLM training implementations. A comprehensive...

20
Experimental
81 pohi99999/BrunellaAgentsSystem

Brunella LLM és az Ügynökök

20
Experimental
82 piyo123/learning-ask-llm

A self-learning repository for asking questions to LLMs.

19
Experimental
83 augix/SNPBag

Towards a universal foundation model for biobank-scale human genome variation

19
Experimental
84 antoninoLorenzo/Ollama-on-Colab-with-ngrok

Notebook to run Ollama on Google Colab

19
Experimental
85 manuel-valles/llm-engineering

LLM Engineering Course (my notes and solutions)

19
Experimental
86 rastri-dey/Ground-up-implementations-ML-algorithms-

A research-oriented repository implementing classic and modern Deep Learning...

19
Experimental
87 tactics8805/LMs

Collection of Language Models I've made, including N-grams, GPTs, and LLMs.

19
Experimental
88 sevenjunebaby/AiModels

Examples of Ai models from Scikit-learn

18
Experimental
89 lrisguan/LLM

implement a LLM

18
Experimental
90 Assaoka/Guide-to-Advanced-LLM-Techniques

Este repositório é um tutorial completo e prático que explora metodologias...

18
Experimental
91 platzi/transfer-learning

Curso de Transfer Learning con PyTorch

18
Experimental
92 ronantakizawa/sleeptimecompute

A Demo of Running Sleep-time Compute to Reduce LLM Latency

18
Experimental
93 xbsheng/no-magic-zh

原始项目包含 30 个单文件、零依赖的 Python 实现,涵盖了驱动现代 AI...

18
Experimental
94 nguynking/CS330

Assignment solutions for CS330: Deep Multi-Task and Meta Learning, Fall 2023...

18
Experimental
95 holasoymalva/llm-glossary

Glossary of key concepts in Large Language Models (LLMs), Artificial...

18
Experimental
96 Hrishikesh332/ML_Guide

One place to find variety of resources and a community of contributors, ML...

17
Experimental
97 mgonzs13/tap_llm_course

Materials for the TAP (Tendencias en Aprendizaje Pronfundo) subject from the...

17
Experimental
98 naveenkumar123/llm-training-project

Different LLM model usage projects

17
Experimental
99 aferende/llmvisuallab

An open-source educational laboratory that opens the "black box" of...

16
Experimental
100 ArslanKAS/Pair-Programming-with-LLM

Learn how LLMs can enhance, debug, and document your code in this new course...

16
Experimental
101 ranzeet013/LLM_Notebooks

Exploring LLMs with interactive notebooks.

16
Experimental
102 caseyjkey/Deep-Learning-From-Scratch

Neural network implementations from scratch

16
Experimental
103 himanshuvnm/Foundation-Model-Large-Language-Model-FM-LLM

This repository was commited under the action of executing important tasks...

16
Experimental
104 neelsoumya/intro_to_LMMs

introduction to large language models (LMMs)

16
Experimental
105 arnav22098/LLM_Project

LLM-based legal reasoning dataset pipeline for extraction, summarization,...

16
Experimental
106 kgw-wilson/llm-routing

Evaluating different embedding spaces on their effectiveness for LLM routing

16
Experimental
107 lilf4p/hlt-project

This repository contains the code for the Human Language Technology Project...

16
Experimental
108 xamry/llm-lab

Working sample implementations of several use cases involving Large Language Models.

16
Experimental
109 albertan017/LLM4Binary

Collect thoughts, suggestions and resources to build an LLM model for binary

16
Experimental
110 scionoftech/llm_training

A comprehensive, hands-on tutorial series for fine-tuning small language...

15
Experimental
111 ikun-llm/ikun-basics

🐔 练习生的 AI 基础功课 | 从零开始理解大模型,小白也能听懂。无需数学基础,看完就能和别人聊 AI 的那种!

15
Experimental
112 chensongpoixs/LLMSAPP

大语言模型微调及其应用的探索 跟踪前沿的技术

15
Experimental
113 HROlive/Poland-End-To-End-LLM-Bootcamp

This bootcamp is designed to give NLP researchers an end-to-end overview on...

15
Experimental
114 chatterjeerajdeep/text_analytics_LLM

Code Examples for working with Azure OpenAI API services, open-source LLMS,...

15
Experimental
115 uhasker/large-language-models

Files for the book "Large Language Models"

15
Experimental
116 lzyrapx/LLM-Grandmaster-Notes

🎓The path to LLM mastery is paved with broken embeddings and resurrected gradients.

15
Experimental
117 mcd-unison/llm

Material sobre Grandes Modelos de Lenguajes (LLM) realizado en forma...

15
Experimental
118 happyahluwalia/llm_journey

Project-based learning path through LLMs

15
Experimental
119 rubenbalbastre/llm

LLM experiments from scratch—tokenization, GPT pre-training, scaling...

14
Experimental
120 NatsukiOkano/Python-Data-Analysis-LLM

書籍『Python 実践データ分析100本ノック...

14
Experimental
121 edaaydinea/LLMAnalysisCognitiveStates

This project explores the application of Natural Language Processing (NLP)...

14
Experimental
122 saforem2/LLM-tutorial

Simple tutorial on creating Small(-ish) LLMs

14
Experimental
123 olahsymbo/llm-tutorials

Tutorials on Large Language Models

14
Experimental
124 seyf1elislam/OneClick_LLM_API_onColab

Run gguf LLM models in Latest Version TextGen-webui and koboldcpp

14
Experimental
125 akrisanov/llm-scaling-week

Отборочный контест LLM Scaling Week от ШАД

14
Experimental
126 ksm26/LLM-LSTM-AWS-Models-Desa

This repository contains code for implementing both Large Language Models...

14
Experimental
127 Seth-blair/happy-llm-ppt

📚 Explore LLM principles and practice from the ground up with this...

14
Experimental
128 RashmiJK/llm-guardrails-nemo

Hands-on examples for NVIDIA NeMo Guardrails. Learn to add safety guardrails...

14
Experimental
129 zpqiu/rl-infra-notes

Personal notes about RL Infra/Algorithm and LLMs

14
Experimental
130 jaesgithub/llm-causal-audit

Auditing open-source LLM causal reasoning on economics-framed tasks — a...

14
Experimental
131 Panda-22/LLM-Team2

A public repository for LLM team 2

14
Experimental
132 resnant/llm4mat-tutorial

Hands-on materials for DxMT AIMHack 2024

13
Experimental
133 MDFahimAnjum/LiPCoT

Linear Predictive Coding based Tokenizer for self-supervised learning of...

13
Experimental
134 dhcode-cpp/cut-cross-entropy-pytorch

pytorch notebook for implemention for cut-cross-entropy LLM training.

13
Experimental
135 veezbo/akkadian_english_corpus

Cleaned Akkadian English Corpus for LLMs

13
Experimental
136 fuyu-quant/IBLM

Repository of a new learning method called inductive bias learning with LLM.

13
Experimental
137 ldj7672/LLM-Tutorials

다양한 LLM 튜토리얼을 제공합니다.

13
Experimental
138 ParthaPRay/Sycophancy_in_LLM_model

This repo shows the coding of sycophancy in LLMs as Bayesian-Latent model

12
Experimental
139 edaaydinea/AIEngineering

This repository provides concise notes and code on NLP and LLMs, covering...

12
Experimental
140 suryanshgupta9933/LLM-Science-Exam

Kaggle Competition | LLM | Falcon | Perplexity

12
Experimental
141 indekplay/LLM_DDOS

Projekt zaliczeniowy na studiach.

12
Experimental
142 chenxingqiang/FedCL-LLM

Implementation of FedCL-LLM: A Federated Continual Learning Framework...

12
Experimental
143 edaaydinea/llm_engineering

This course provides a comprehensive guide to mastering AI, focusing on...

12
Experimental
144 svilupp/LLMCheatsheets.jl

Instantly transform GitHub repositories into AI-friendly cheatsheets

12
Experimental
145 guerilla7/nemo-veritas

This open-source Python application demonstrates an interactive way to apply...

12
Experimental
146 YUECHE77/EE641-Final-Project

Deprecated

12
Experimental
147 bobo0810/LearnColossalAI

ColossalAI教程 & 示例注释 & 学习笔记 (大模型高效训练)

12
Experimental
148 ghubnerr/machine-learning

A dump to all things LLMs, CUDA, DL frameworks, Tokenization Methods, and...

12
Experimental
149 BhashkarFulara369/BeejX.LLM

BeejX A Project for Indian Farmers Under Specific guidelines of DeepShiva

12
Experimental
150 syedirfanx/LLM-Learning-Journal

Experiments, notes, and projects from my exploration of Large Language...

11
Experimental
151 carpentries-incubator/intro-LLMs-python

Introduction to Large Language Models in Python

11
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152 ResByte/llm-notebooks

Colab notebooks to understand LLMs

11
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153 worldbank/double-jeopardy-in-llms

Code for "Double Jeopardy and Climate Impact in the Use of Large Language...

11
Experimental
154 prashant290605/RenAIssance_LLM

End-to-end LLM-augmented Handwritten Text Recognition (HTR) pipeline for...

11
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155 harmonydata/experiments

Experiments with Harmony

11
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156 sanikamal/llm-atoz

LLM AtoZ is a detailed repository designed to provide resources and guidance...

11
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157 atahabilder1/CSC5991

CSC5991 — Introduction to Large Language Models is a collection of...

11
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158 agustinbrusco/tokens-thorugh-lang

Analysis of LLM token representation of texts in different languages

11
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159 AntonSHBK/nlp_models_collection

Персональный набор обёрток для моделей. Проект открыт для изменений,...

11
Experimental
160 pichayakorn/llms-eduverse

LLMs in Eduverse: LLM-Integrated English Educational Game in Metaverse

11
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161 Data-Epic/Adenike-Awotunde-llm-api

This repository contains an intelligent Customer Support Assistant that...

11
Experimental
162 Ryan-Iacovone/Database-Resources-LLM

Use natural language to connect patrons with library databases/resources

11
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163 dujm/library

LLM Applications

11
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164 Junaid7200/ML-Labs

This repo contains several labs on machine learning and deep learning,...

11
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165 Aananda-giri/llm-in-loop-blog

Blog: LLM in Loop (Minimal Claude Code and minimal openclaw implementation)

11
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166 OpenPeer-AI/Base-Notebook

Testing the OpenPeerLLM Model through Kaggle

11
Experimental
167 elhamabedi/llm-capabilities

Mini LLM Projects

11
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168 GusEllerm/CoastSat-Provenance-LLM-Demo

Provenance-guided CoastSat LLM authoring demo. Live example:...

11
Experimental
169 Xinyao0118/LLM_Science_Exam

Kaggle - LLM Science Exam Use LLMs to answer difficult science questions

10
Experimental
170 sabeeralikp/LLM_Notebooks

This repository is dedicated to the exploration and utilization of open...

10
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171 abdussahid26/Data-preparation-and-sampling-for-LLMs

This repository contains implementations of some basic data preprocessing...

10
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172 Peco602/llm-zoomcamp

LLM Zoomcamp course homework

10
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173 gokayfem/dspy-ollama-colab

dspy with ollama and llamacpp on google colab

10
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174 AliAtaollahi/NLP-Course-Projects

Projects of NLP Course at the University of Tehran; Spring 2024

10
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175 seanbenhur/llm_experiments

Bunch of experiments involving Large Language Models

10
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176 PeytonCleveland/Fair-Use

Collection of Python scripts for gathering, generating, cleaning and...

10
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177 edwinthomas444/cheese_advertisement_generator

An LLM based tool for generation of cheese advirtisements

10
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178 itsayushthada/LLM-Experiments

A repo to explore all tricks and trade of LLM doable on Google Colab

10
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179 AierLab/flower-large-model-tutorial

A tutorial for Flower federated learning framework used on large model on...

10
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180 Kashif-Kamran/llm-research

This repository offers practical notebook examples for fine-tuning large...

10
Experimental
181 gonced8/nemo-backend

Backend for the Nemo application developed for the Sword AI Challenge '23.

10
Experimental

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