sft-chatbot4

JasonBounre/sft-chatbot4

sft-chatbot4 is a machine learning model from JasonBounre. 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.

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

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Repo size

218 MB

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Hugging Face

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.safetensors27.3 MB · 75%

At a glance

Library: peft
License: llama3
Access: Public
Created: Oct 25, 2024
Updated: Oct 25, 2024
SHA: 8d8dbc62

Base models

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

Model card

From the Hugging Face model README

sft-chatbot4

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

Loss: 0.8056

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: 0.0001
train_batch_size: 4
eval_batch_size: 8
seed: 42
gradient_accumulation_steps: 4
total_train_batch_size: 16
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: cosine
num_epochs: 8
mixed_precision_training: Native AMP

Training results

Training Loss	Epoch	Step	Validation Loss
No log	0.9836	15	0.9782
No log	1.9672	30	0.8569
No log	2.9508	45	0.8229
No log	4.0	61	0.8063
No log	4.9836	76	0.8053
No log	5.9672	91	0.8061
No log	6.9508	106	0.8055
No log	7.8689	120	0.8056

Framework versions

PEFT 0.13.1
Transformers 4.43.3
Pytorch 2.4.0+cu121
Datasets 3.0.1
Tokenizers 0.19.1

Library: peft
License: llama3
Created: Oct 25, 2024
Updated: Oct 25, 2024