gpt1B_reward_model

thorirhrafn/gpt1B_reward_model

gpt1B_reward_model is a machine learning model from thorirhrafn. Use it for the machine learning task on the model card, and read the license before you ship it in a product. It is set up for peft. The card lists the license as apache-2.0.

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

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At a glance

Library: peft
License: apache-2.0
Access: Public
Created: Apr 19, 2024
Updated: Apr 19, 2024
SHA: b057e912

Base models

AI-Sweden-Models/gpt-sw3-1.3b

Model card

From the Hugging Face model README

gpt1B_reward_model

This model is a fine-tuned version of AI-Sweden-Models/gpt-sw3-1.3b on an unknown dataset. It achieves the following results on the evaluation set:

Loss: 0.0078
Accuracy: 0.9966

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: 3e-05
train_batch_size: 2
eval_batch_size: 2
seed: 42
gradient_accumulation_steps: 8
total_train_batch_size: 16
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
num_epochs: 1

Training results

Training Loss	Epoch	Step	Validation Loss	Accuracy
0.3164	0.17	20	0.2708	0.9461
0.1799	0.33	40	0.1111	0.9697
0.0577	0.5	60	0.0276	0.9899
0.0064	0.66	80	0.0119	0.9933
0.0036	0.83	100	0.0099	0.9933
0.0035	0.99	120	0.0078	0.9966

Framework versions

PEFT 0.8.2
Transformers 4.38.1
Pytorch 2.2.0+cu118
Datasets 2.17.1
Tokenizers 0.15.2

Library: peft
License: apache-2.0
Created: Apr 19, 2024
Updated: Apr 19, 2024