bloom3b-finetuned-pdf

jl8771/bloom3b-finetuned-pdf

bloom3b-finetuned-pdf is a text generation model from jl8771. 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-bloom-rail-1.0.

should probably proofread and complete it, then remove this comment. --

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At a glance

Task: Text Generation
Library: transformers
License: bigscience-bloom-rail-1.0
Model type: bloom
Access: Public
Created: Apr 30, 2023
Updated: May 1, 2023
SHA: 23a93172

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Model card

From the Hugging Face model README

bloom560m-finetuned-pdf

This model is a fine-tuned version of bigscience/bloom-3b on the None dataset. It achieves the following results on the evaluation set:

Loss: 3.2944

Model description

More information needed

Intended uses & limitations

More information needed

Training and evaluation data

More information needed

Training procedure

Training hyperparameters

The following hyperparameters were used during training:

learning_rate: 5e-06
train_batch_size: 16
eval_batch_size: 16
seed: 42
gradient_accumulation_steps: 4
total_train_batch_size: 64
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
num_epochs: 3.0

Training results

Training Loss	Epoch	Step	Validation Loss
2.8015	0.89	400	3.2172
2.5565	1.77	800	3.2420
2.3949	2.66	1200	3.2944

Framework versions

Transformers 4.27.1
Pytorch 2.1.0.dev20230429+cu118
Datasets 2.12.0
Tokenizers 0.13.3

Task: Text Generation
Library: transformers
Type: bloom
License: bigscience-bloom-rail-1.0
Created: Apr 30, 2023
Updated: May 1, 2023