finetuned_sol

Pipper/finetuned_sol

finetuned_sol is a text generation model from Pipper. Use it when you need the model to write or continue text. It is set up for transformers. 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

Task: Text Generation
Library: transformers
License: apache-2.0
Model type: gpt2
Access: Public
Created: Oct 30, 2023
Updated: Nov 21, 2023
SHA: e0743075

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Base models

Model card

From the Hugging Face model README

finetuned_sol

This model is a fine-tuned version of ckandemir/solidity-generator on an unknown dataset. It achieves the following results on the evaluation set:

Loss: 0.2695

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: 7e-05
train_batch_size: 26
eval_batch_size: 26
seed: 100
distributed_type: multi-GPU
num_devices: 4
total_train_batch_size: 104
total_eval_batch_size: 104
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
num_epochs: 4

Training results

Training Loss	Epoch	Step	Validation Loss
0.3698	1.0	33010	0.3371
0.3292	2.0	66020	0.2977
0.3067	3.0	99030	0.2782
0.2956	4.0	132040	0.2695

Framework versions

Transformers 4.33.0
Pytorch 2.1.0+cu121
Datasets 2.14.7
Tokenizers 0.13.3

Task: Text Generation
Library: transformers
Type: gpt2
License: apache-2.0
Created: Oct 30, 2023
Updated: Nov 21, 2023