llama-3-8b-chat-finetuned

vaishnavik31/llama-3-8b-chat-finetuned

llama-3-8b-chat-finetuned is a machine learning model from vaishnavik31. 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.

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

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Hugging Face

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At a glance

Library: peft
Model type: llama
Access: Public
Created: Jul 17, 2024
Updated: Jul 17, 2024
SHA: 8a498cd8

Base models

meta-llama/Meta-Llama-3-8B-Instruct

Model card

From the Hugging Face model README

llama-3-8b-chat-finetuned

This model is a fine-tuned version of meta-llama/Meta-Llama-3-8B-Instruct on an unknown dataset. It achieves the following results on the evaluation set:

Loss: 0.1248

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: 0.0002
train_batch_size: 1
eval_batch_size: 1
seed: 42
gradient_accumulation_steps: 2
total_train_batch_size: 2
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
lr_scheduler_warmup_steps: 10
num_epochs: 1

Training results

Training Loss	Epoch	Step	Validation Loss
0.1212	0.1991	23	0.1591
0.1594	0.3983	46	0.1349
0.1157	0.5974	69	0.1322
0.1204	0.7965	92	0.1312
0.0796	0.9957	115	0.1248

Framework versions

PEFT 0.11.1
Transformers 4.42.4
Pytorch 2.3.1+cu121
Datasets 2.20.0
Tokenizers 0.19.1

Library: peft
Type: llama
Created: Jul 17, 2024
Updated: Jul 17, 2024