outputs_tinyllama

GuhanTofu/outputs_tinyllama

outputs_tinyllama is a machine learning model from GuhanTofu. 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. --

Downloads · 30 days

44% of all-time downloads

All-time downloads

Public

Repo size

101 MB

Likes

Public

Hugging Face

Repo makeup

Click a slice to open those files.

.safetensors101 MB · 98%

At a glance

Library: peft
License: apache-2.0
Access: Public
Created: Aug 29, 2024
Updated: Aug 29, 2024
SHA: 15999c53

Base models

unsloth/tinyllama-chat-bnb-4bit

Model card

From the Hugging Face model README

outputs_tinyllama

This model is a fine-tuned version of unsloth/tinyllama-chat-bnb-4bit on an unknown dataset. It achieves the following results on the evaluation set:

Loss: 1.0807

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: 2e-05
train_batch_size: 8
eval_batch_size: 16
seed: 3407
gradient_accumulation_steps: 4
total_train_batch_size: 32
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
lr_scheduler_warmup_steps: 5
training_steps: 100

Training results

Training Loss	Epoch	Step	Validation Loss
1.6584	0.9912	28	1.4045
1.4446	1.9823	56	1.1826
1.1341	2.9735	84	1.0892
1.1061	3.5398	100	1.0807

Framework versions

PEFT 0.12.0
Transformers 4.44.2
Pytorch 2.4.0+cu121
Datasets 2.19.2
Tokenizers 0.19.1

Library: peft
License: apache-2.0
Created: Aug 29, 2024
Updated: Aug 29, 2024