Instruction Tuned Bloomz-7B1 Model on Stanford Alpaca-2 Instruction Tuning dataset (outputs from ChatGPT) (52k data) using Colossal AI

Base Model: bigscience/bloomz-7b1

Training Details :

• Epochs: 5
• Batch Size : 16 instantaneous per device x 1 gradient accumulation steps x 8 gpus = 128
• Max Length : 1024
• Weight Decay : 0
• Learning Rate : 2e-5
• Learning Rate Scheduler Type : Cosine
• Number of warmup steps : 30
• Machine : 8xA100 80GB

Dataset Details :

Dataset : iamplus/Instruction_Tuning

Files :

• stanford_alpaca_it_v2.csv