llama_1b_step2_batch_grad_v4

danielgombas/llama_1b_step2_batch_grad_v4

llama_1b_step2_batch_grad_v4 is a text generation model from danielgombas. Use it when you need the model to write or continue text. It is set up for transformers.

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

Downloads · 30 days

26% of all-time downloads

All-time downloads

Public

Parameters

1.2B

2.5 GB on disk

Likes

Public

Hugging Face

Repo makeup

Click a slice to open those files.

.safetensors2.5 GB · 99%

At a glance

Task: Text Generation
Library: transformers
Model type: llama
Access: Public
Created: Oct 29, 2024
Updated: Oct 29, 2024
SHA: d2635291

Try a prompt

Model card

From the Hugging Face model README

llama_1b_step2_batch_grad_v4

This model was trained from scratch on an unknown dataset. It achieves the following results on the evaluation set:

Loss: 0.3535

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-05
train_batch_size: 8
eval_batch_size: 40
seed: 42
gradient_accumulation_steps: 12
total_train_batch_size: 96
optimizer: Use adamw_torch with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
lr_scheduler_type: linear
num_epochs: 2

Training results

Training Loss	Epoch	Step	Validation Loss
0.6188	0.4090	50	0.6047
0.418	0.8180	100	0.4198
0.2486	1.2270	150	0.3708
0.244	1.6360	200	0.3535

Framework versions

Transformers 4.46.0
Pytorch 2.1.0+cu118
Datasets 3.0.2
Tokenizers 0.20.1

Task: Text Generation
Library: transformers
Type: llama
Created: Oct 29, 2024
Updated: Oct 29, 2024