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1. all-rag-techniques all-rag-techniques Public

   Implementation of all RAG techniques in a simpler way

   Jupyter Notebook 459 74

2. train-deepseek-r1 train-deepseek-r1 Public

   Building DeepSeek R1 from Scratch

   Jupyter Notebook 474 68

3. train-llm-from-scratch train-llm-from-scratch Public

   A straightforward method for training your LLM, from downloading data to generating text.

   Python 265 35

4. AI-text-to-video-model-from-scratch AI-text-to-video-model-from-scratch Public

   In this blog, we will build a small scale text-to-video model from scratch. We will input a text prompt, and our trained model will generate a video based on that prompt.

   Jupyter Notebook 187 39

5. create-million-parameter-llm-from-scratch create-million-parameter-llm-from-scratch Public

   Building a 2.3M-parameter LLM from scratch with LLaMA 1 architecture.

   Jupyter Notebook 150 34

6. Building-llama3-from-scratch Building-llama3-from-scratch Public

   LLaMA 3 is one of the most promising open-source model after Mistral, we will recreate it's architecture in a simpler manner.

   Jupyter Notebook 148 37