FareedKhan-dev / create-million-parameter-llm-from-scratchLinks
Building a 2.3M-parameter LLM from scratch with LLaMA 1 architecture.
☆182Updated last year
Alternatives and similar repositories for create-million-parameter-llm-from-scratch
Users that are interested in create-million-parameter-llm-from-scratch are comparing it to the libraries listed below
Sorting:
- LLaMA 3 is one of the most promising open-source model after Mistral, we will recreate it's architecture in a simpler manner.☆178Updated last year
- Building LLaMA 4 MoE from Scratch☆60Updated 4 months ago
- A straightforward method for training your LLM, from downloading data to generating text.☆425Updated 3 weeks ago
- Implementation of a GPT-4o like Multimodal from Scratch using Python☆69Updated 4 months ago
- Maximizing the Performance of a Simple RAG using RL☆79Updated 5 months ago
- RAG-VectorDB-Embedings-LlamaIndex-Langchain☆255Updated 2 months ago
- LLM (Large Language Model) FineTuning☆559Updated 4 months ago
- ☆84Updated last year
- Examples of RAG using Llamaindex with local LLMs - Gemma, Mixtral 8x7B, Llama 2, Mistral 7B, Orca 2, Phi-2, Neural 7B☆129Updated last year
- Unlock the potential of finetuning Large Language Models (LLMs). Learn from industry expert, and discover when to apply finetuning, data …☆65Updated last year
- Notebooks and Code about Generative Ai, LLMs, MLOPS, NLP , CV and Graph databases☆124Updated last week
- a LLM cookbook, for building your own from scratch, all the way from gathering data to training a model☆153Updated last year
- From scratch implementation of a vision language model in pure PyTorch☆235Updated last year
- Advanced Retrieval-Augmented Generation (RAG) through practical notebooks, using the power of the Langchain, OpenAI GPTs ,META LLAMA3 , A…☆79Updated last year
- Notes about "Attention is all you need" video (https://www.youtube.com/watch?v=bCz4OMemCcA)☆301Updated 2 years ago
- Advanced Retrieval-Augmented Generation (RAG) through practical notebooks, using the power of the Langchain, OpenAI GPTs ,META LLAMA3 ,A…☆375Updated last year
- Reference implementation of Mistral AI 7B v0.1 model.☆28Updated last year
- Composition of Multimodal Language Models From Scratch☆15Updated last year
- Explore a comprehensive collection of resources, tutorials, papers, tools, and best practices for fine-tuning Large Language Models (LLMs…☆459Updated 8 months ago
- BabyGPT: Build Your Own GPT Large Language Model from Scratch Pre-Training Generative Transformer Models: Building GPT from Scratch with …☆98Updated last year
- First-principle implementations of groundbreaking AI algorithms using a wide range of deep learning frameworks, accompanied by supporting…☆178Updated last month
- Building a GPT-like LLM from scratch with PyTorch.☆281Updated 8 months ago
- ☆89Updated 4 months ago
- A compact LLM pretrained in 9 days by using high quality data☆322Updated 4 months ago
- a simplified version of Meta's Llama 3 model to be used for learning☆42Updated last year
- Various installation guides for Large Language Models☆72Updated 4 months ago
- LoRA and DoRA from Scratch Implementations☆210Updated last year
- Distributed training (multi-node) of a Transformer model☆79Updated last year
- Collection of resources for finetuning Large Language Models (LLMs).☆97Updated 7 months ago
- Various projects using Large Language Model (GPT & LLAMA) other open source model from HuggingFace and OpenAI. OpenAI API required for ru…☆102Updated 3 weeks ago