Llama-3.2-1B_v2

doganmustafa/Llama-3.2-1B_v2

Llama-3.2-1B_v2 is a machine learning model from doganmustafa. 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 llama3.2.

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

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At a glance

Library: peft
License: llama3.2
Access: Public
Created: Oct 3, 2024
Updated: Oct 3, 2024
SHA: 42424480

Base models

meta-llama/Llama-3.2-1B

Model card

From the Hugging Face model README

Llama-3.2-1B_v2

This model is a fine-tuned version of meta-llama/Llama-3.2-1B on an unknown dataset. It achieves the following results on the evaluation set:

Loss: 0.2671

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: 0.0005
train_batch_size: 8
eval_batch_size: 8
seed: 42
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: cosine
lr_scheduler_warmup_steps: 30
training_steps: 1000

Training results

Training Loss	Epoch	Step	Validation Loss
0.452	0.1	100	0.3832
0.3539	0.2	200	0.3223
0.2994	0.3	300	0.3045
0.2855	0.4	400	0.2919
0.2334	0.5	500	0.2832
0.2435	0.6	600	0.2761
0.3055	0.7	700	0.2716
0.2668	0.8	800	0.2687
0.2443	0.9	900	0.2674
0.2245	1.0	1000	0.2671

Framework versions

PEFT 0.13.0
Transformers 4.44.2
Pytorch 2.4.1+cu121
Datasets 3.0.1
Tokenizers 0.19.1

Library: peft
License: llama3.2
Created: Oct 3, 2024
Updated: Oct 3, 2024