snehilsanyal / self-learn-llms
π«ππ» [WIP] Self learn LLMs. This repository is a collection of resources, notebooks, blogs, tutorials for beginners.
β46Updated 2 weeks ago
Related projects β
Alternatives and complementary repositories for self-learn-llms
- Various projects using Large Language Model (GPT & LLAMA) other open source model from HuggingFace and OpenAI. OpenAI API required for ruβ¦β86Updated 2 months ago
- What can I do with a LLM model?β153Updated 5 months ago
- Notes for courses by deeplearning.aiβ44Updated last month
- Gen AI Large Language Model Projectsβ40Updated 6 months ago
- This repository contain my 75Day Hard Generative AI and LLM Learning Challenge.β25Updated 6 months ago
- An repository containing all the LLM notebooks with tutorial and projectsβ109Updated last month
- Code Repository for Blog - How to Productionize Large Language Models (LLMs)β11Updated 7 months ago
- Curated list of weekly published LLM papersβ115Updated this week
- Examples of RAG using Llamaindex with local LLMs - Gemma, Mixtral 8x7B, Llama 2, Mistral 7B, Orca 2, Phi-2, Neural 7Bβ119Updated 8 months ago
- This playlab encompasses a multitude of projects crafted through the utilization of Large Language Models, showcasing the versatility andβ¦β76Updated last month
- Sample notebooks and prompts for LLM evaluationβ114Updated this week
- β73Updated last month
- RAG-VectorDB-Embedings-LlamaIndex-Langchainβ170Updated 2 months ago
- Apply LLMs to your data, build personal assistants, and expand your use of LLMs with agents, chains, and memories.β103Updated last year
- LLM Engineering CrashCourseβ96Updated 9 months ago
- Unlock the potential of finetuning Large Language Models (LLMs). Learn from industry expert, and discover when to apply finetuning, data β¦β45Updated last year
- What, Why and How of LLMs.β68Updated 9 months ago
- Jupyter notebooks for course Building and Evaluating Advanced RAG Applications, taught by Jerry Liu (Co-founder and CEO of LlamaIndex) anβ¦β43Updated 9 months ago
- Start building practical applications that allow you to interact with data using LangChain and LLMs.β42Updated last year
- Welcome to the LLMs Interview Prep Guide! This GitHub repository offers a curated set of interview questions and answers tailored for Datβ¦β98Updated 9 months ago
- Building a chatbot powered with a RAG pipeline to read,summarize and quote the most relevant papers related to the user query.β162Updated 6 months ago
- Complete implementation of Llama2 with/without KV cache & inference πβ47Updated 5 months ago
- β58Updated last year
- Youβll get insights into what generative AI can do, its potential, and its limitations. Youβll delve into real-world applications and leaβ¦β30Updated last year
- LLaMA 3 is one of the most promising open-source model after Mistral, we will recreate it's architecture in a simpler manner.β104Updated 2 months ago
- A collection of LLM related papers, thesis, tools, datasets, courses, open source models, benchmarksβ37Updated last month
- Retrieval Augmented Generation API using Open LLMs and FastAPIβ27Updated last year
- β261Updated last year
- GenAI Experimentationβ58Updated 2 months ago
- Explore a comprehensive collection of resources, tutorials, papers, tools, and best practices for fine-tuning Large Language Models (LLMsβ¦β158Updated 3 months ago