sft-chatbot5

JasonBounre/sft-chatbot5

sft-chatbot5 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

355 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: 3fddcb61

Base models

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

Model card

From the Hugging Face model README

sft-chatbot5

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: 0.9160

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: 8
eval_batch_size: 8
seed: 42
gradient_accumulation_steps: 8
total_train_batch_size: 64
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	0.9412	4	1.3488
No log	1.8824	8	1.1554
No log	2.8235	12	1.0278
No log	4.0	17	0.9632
No log	4.9412	21	0.9355
No log	5.8824	25	0.9215
No log	6.8235	29	0.9165
No log	7.5294	32	0.9160

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