transformers pytorch bloom text-generation dataset:iamplus/Instruction_Tuning license:bigscience-openrail-m autotrain_compatible endpoints_compatible text-generation-inference region:us
---
license: bigscience-openrail-m
datasets:
- iamplus/Instruction_Tuning
---
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