Tokenizer Python Script for Sanskrit

Creating a tokenized Sanskrit Vedic dataset involves processing texts written in Sanskrit and breaking them down into smaller units, such as words or phrases. Here, I’ll provide an example of tokenizing a small excerpt from a Vedic text, the Rigveda. This example will demonstrate the tokenization process in Python using a simple approach. Here’s the…

Simple python script to fine-tune GPT 2.5

Fine-tune GPT-2.5 Create new file and save the contents below to train.py Change file path in the code below to where you want to save the gpt2.5-fine-tuned model and change the path to Hugging Face dataset InnerI/synCAI_144kda Start training by running: Data Card for synCAI-144k-gpt-2.5 (Hugging Face) # synCAI-144k-gpt-2.5 ## OverviewsynCAI-144k-gpt-2.5 is a large language…

A quest to create InnerTAO a Bittensor ($TAO) Time-Series Prediction Subnet (TSPS).

README for Bittensor Time-Series Prediction Subnet (TSPS) 🛑 Under Development – @BeeChains on Replit ⚠ Introduction The Bittensor Time-Series Prediction Subnet (TSPS) is a state-of-the-art forecasting tool designed to predict the future trends of Bittensor ($TAO) and other financial markets, starting with Bittensor ($TAO) price movements. TSPS utilizes advanced machine learning techniques, specifically LSTM (Long…