llm-course

LLM tutorial

A comprehensive course and resource package on building and deploying Large Language Models (LLMs)

Course to get into Large Language Models (LLMs) with roadmaps and Colab notebooks.

GitHub

40k stars
416 watching
4k forks
Language: Jupyter Notebook
last commit: 6 months ago
Linked from 2 awesome lists

courselarge-language-modelsllmmachine-learningroadmap

Backlinks from these awesome lists:

Related projects:

Repository Description Stars
mooler0410/llmspracticalguide A curated list of resources to help developers navigate the landscape of large language models and their applications in NLP 9,551
peremartra/large-language-model-notebooks-course A practical course teaching large language models and their applications through hands-on projects using OpenAI API and Hugging Face library. 1,338
zjh-819/llmdatahub A curated collection of high-quality datasets for training large language models. 2,708
modeltc/lightllm A Python-based framework for serving large language models with low latency and high scalability. 2,691
thunlp/plmpapers Compiles and organizes key papers on pre-trained language models, providing a resource for developers and researchers. 3,331
young-geng/easylm A framework for training and serving large language models using JAX/Flax 2,428
rasbt/llms-from-scratch Developing and pretraining a GPT-like Large Language Model from scratch 35,405
bobazooba/xllm A tool for training and fine-tuning large language models using advanced techniques 387
mlabonne/llm-autoeval A tool to automate the evaluation of large language models in Google Colab using various benchmarks and custom parameters. 566
alpha-vllm/llama2-accessory An open-source toolkit for pretraining and fine-tuning large language models 2,732
optimalscale/lmflow A toolkit for fine-tuning and inferring large machine learning models 8,312
mosaicml/llm-foundry Tools and codebase for training, fine-tuning, evaluating, and deploying large language models with Python and PyTorch. 4,080
llmware-ai/llmware A framework for building enterprise LLM-based applications using small, specialized models 8,303
nlpxucan/wizardlm Large pre-trained language models trained to follow complex instructions using an evolutionary instruction framework 9,295
hiyouga/llama-factory A tool for efficiently fine-tuning large language models across multiple architectures and methods. 36,219