README.md

Minimal setup to run Dolly 2 LLM model with 8-bit quantization

I was able to run this with an NVIDIA RTX 3080 (Laptop) with 16GB of RAM with some fiddling. My system shows this using around ~13GB of VRAM. (nvidia-smi shows 13368MiB / 16384MiB used.)

This repo loads the databricks/dolly-v2-12b model using the transformers library. The code in main.py loads it in 8-bit quantized mode.

Setup Python Environment

python -m pip install virtualenv
virtualenv venv
source venv/bin/activate
python -m pip install --upgrade pip

Install Dependencies

pip install transformers torch accelerate bitsandbytes

Run the Program

python main.py

Output should be:

$ python main.py
<Tons of Random Warnings>
time to generate:  36.570608615875244
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