Team Reddy R1 Hackathon

Setup

Install VirtualEnv using the following (optional):

$ [sudo] pip install virtualenv

Create and activate your virtual environment (optional):

$ virtualenv -p python3 renv
$ source renv/bin/activate

Depending on your machine, you may have to do:

$ python3 -m venv renv
$ source renv/bin/activate

Dependencies

• compatible with python 3
• dependencies can be installed using r1_hackathon/requirements.txt
• Works best with CUDA 12.5 (otherwise you may have to struggle with installation of individual libraries)

Install all the required packages:

at r1_hackathon/:

$ pip install -r requirements.txt

API Keys

Please set environment variables (in your ~/.bashrc file) for OPENAI_API_KEY, TOGETHER_API_KEY, HYPERBOLIC_API_KEY.

Usage

At r1_hackathon/:

$ python single_inference.py -prompt_type basic -model_type hyperbolic -model deepseek-ai/DeepSeek-R1 -max_tokens 4096 -temperature 0.6 -reasoning_effort low -run_name r1_basic_1

This will create a new directory within r1_hackathon/outputs with the name r1_basic_1 which will store the model generated output in a output.txt file.

If you have a dataset of prompts, please implement the appropriate logic as required by simply running a loop in the main function.