sft-chatbot2

JasonBounre/sft-chatbot2

sft-chatbot2 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: 6f50c779

Base models

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

Model card

From the Hugging Face model README

sft-chatbot2

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: 0.8890

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: 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	1.0	17	0.8223
No log	2.0	34	0.7790
No log	3.0	51	0.7755
No log	4.0	68	0.7868
No log	5.0	85	0.8287
No log	6.0	102	0.8845
No log	7.0	119	0.8892
No log	8.0	136	0.8890

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