Pythia-410m-1200_steps

PiyushLavaniya/Pythia-410m-1200_steps

Pythia-410m-1200_steps is a text generation model from PiyushLavaniya. 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. --

Downloads · 30 days

19% of all-time downloads

All-time downloads

Public

Repo size

3.2 GB

Likes

Public

Hugging Face

Repo makeup

Click a slice to open those files.

.bin1.6 GB · 100%

At a glance

Task: Text Generation
Library: transformers
License: apache-2.0
Model type: gpt_neox
Access: Public
Created: Oct 15, 2023
Updated: Oct 15, 2023
SHA: 3b550048

Try a prompt

Base models

EleutherAI/pythia-410m

Model card

From the Hugging Face model README

instruction_finetuned_1200_steps

This model is a fine-tuned version of EleutherAI/pythia-410m on an unknown dataset. It achieves the following results on the evaluation set:

Loss: 1.1967

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: 1e-05
train_batch_size: 1
eval_batch_size: 1
seed: 42
gradient_accumulation_steps: 4
total_train_batch_size: 4
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
lr_scheduler_warmup_steps: 1
training_steps: 1200

Training results

Training Loss	Epoch	Step	Validation Loss
1.4451	0.05	120	1.2970
1.2442	0.11	240	1.2837
1.2821	0.16	360	1.2557
1.2628	0.21	480	1.2451
1.2579	0.27	600	1.2359
1.3943	0.32	720	1.2239
1.11	0.37	840	1.2141
1.2382	0.43	960	1.2079
1.54	0.48	1080	1.1994
1.0787	0.53	1200	1.1967

Framework versions

Transformers 4.34.0
Pytorch 2.0.1+cu118
Datasets 2.14.5
Tokenizers 0.14.1

Task: Text Generation
Library: transformers
Type: gpt_neox
License: apache-2.0
Created: Oct 15, 2023
Updated: Oct 15, 2023