/Dolly-2.0-Series

Resources for running, fine-tuning, and inferencing Dolly 2.0

Primary LanguageJupyter Notebook

Dolly 2.0 Series

Democratizing resources for running, fine-tuning, and inferencing Dolly 2.0. Changelog below:

04/14/23 Update:

  1. Fine-tuning Dolly with LoRA 2.0 Colab Notebook

04/12/23 Update:

  1. Dolly 2.0 Update Video on YouTube
  2. Dolly 2.0 Google Colab (Modified for Colab Free)
  3. DataBricks Blog post
  4. databricks-dolly-15k

WIP - Each with a seperate Colab Notebook

  • Colab Notebook to Run and Inference Dolly 2.0
  • Colab Notebook to Fine-Tune Dolly 2.0 on Alpaca
  • Colab Notebook on Fine-Tuning on LAION's Dataset
  • Fine-tuning Dolly for Specific Use Cases
  • Evaluation Metrics of LLMs
  • Reinforcement Learning with Human Feedback (RLHF)
  • Generative Agents
  • Deployment Challenges of LLMs