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bloomz-7b1-stanford-alpaca-v2 – AI Model by iamplus | AlphaNeural AI

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iamplus/
bloomz-7b1-stanford-alpaca-v2

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text-generation

iamplus/Instruction_Tuning

bigscience-openrail-m

autotrain_compatible

text-generation-inference

endpoints_compatible

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Instruction Tuned Bloomz-7B1 model on Stanford Alpaca Instruction Tuning dataset (52k data) using Colossal AI

Base Model: bigscience/bloomz-7b1

Training Details :

Epochs: 5
Batch Size : 32 instantaneous per device x 1 gradient accumulation steps x 8 gpus = 256
Max Length : 512
Weight Decay : 0
Learning Rate : 2e-5
Learning Rate Scheduler Type : Cosine
Number of warmup steps : 0
Machine : 8xA100 80GB

Dataset Details :

Dataset : iamplus/Instruction_Tuning

Files :

stanford_alpaca_it.csv