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bloomz-7b1-stanford-alpaca-v2
iamplus/bloomz-7b1-stanford-alpaca-v2
bloomz-7b1-stanford-alpaca-v2 is a text generation model from iamplus. Use it when you need the model to write or continue text. It is set up for transformers. The card lists the license as bigscience-openrail-m.
Instruction Tuned Bloomz-7B1 model on Stanford Alpaca Instruction Tuning dataset (52k data) using Colossal AI
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At a glance
- Task
- Text Generation
- Library
- transformers
- License
- bigscience-openrail-m
- Model type
- bloom
- Access
- Public
- Created
- Mar 20, 2023
- Updated
- Aug 18, 2023
- SHA
- 9511bb9d
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Datasets
Model card
From the Hugging Face model README
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
- Task
- Text Generation
- Library
- transformers
- Type
- bloom
- License
- bigscience-openrail-m
- Created
- Mar 20, 2023
- Updated
- Aug 18, 2023