LLMsPracticalGuide
LLM guide
A curated list of resources to help developers navigate the landscape of large language models and their applications in NLP
A curated list of practical guide resources of LLMs (LLMs Tree, Examples, Papers)
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large-language-modelsnatural-language-processingnlpsurvey
filipecalegario/awesome-generative-aiRelated projects:
| Repository | Description | Stars |
|---|---|---|
 zjh-819/llmdatahub | A curated collection of high-quality datasets for training large language models. | 2,635 |
 mlabonne/llm-course | A comprehensive course and resource package on building and deploying Large Language Models (LLMs) | 39,120 |
 thunlp/plmpapers | Compiles and organizes key papers on pre-trained language models, providing a resource for developers and researchers. | 3,328 |
 rasbt/llms-from-scratch | Developing and pretraining a GPT-like Large Language Model from scratch | 32,908 |
 llm-workflow-engine/llm-workflow-engine | A command-line tool and workflow manager for interacting with large language models like ChatGPT/GPT4. | 3,659 |
 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. | 1,281 |
 young-geng/easylm | A framework for training and serving large language models using JAX/Flax | 2,409 |
 km1994/llmsninestorydemontower | Exploring various LLMs and their applications in natural language processing and related areas | 1,798 |
 alpha-vllm/llama2-accessory | An open-source toolkit for pretraining and fine-tuning large language models | 2,722 |
 brexhq/prompt-engineering | Guides software developers on how to effectively use and build systems around Large Language Models like GPT-4. | 8,448 |
 shm007g/llama-cult-and-more | Provides insights and practical guides for building and using large language models. | 427 |
 parisneo/lollms-webui | An all-encompassing tool providing a web interface to access and utilize various AI models for tasks such as text generation, image analysis, music generation, and more. | 4,344 |
 microsoft/lmops | A research initiative focused on developing fundamental technology to improve the performance and efficiency of large language models. | 3,695 |
 phoebussi/alpaca-cot | Provides a unified interface for fine-tuning large language models with parameter-efficient methods and instruction collection data | 2,619 |
 mlgroupjlu/llm-eval-survey | A repository of papers and resources for evaluating large language models. | 1,433 |