sft-chatbot

JasonBounre/sft-chatbot

sft-chatbot 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. --

Downloads · 30 days

1% of all-time downloads

All-time downloads

336

Public

Repo size

61.5 GB

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Public

Hugging Face

Repo makeup

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.safetensors27.3 MB · 75%

At a glance

Library: peft
License: llama3
Access: Public
Created: Oct 15, 2024
Updated: Oct 24, 2024
SHA: 9bf6f492

Base models

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

Model card

From the Hugging Face model README

sft-chatbot

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: 0.8663

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: 2
total_train_batch_size: 8
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: cosine
num_epochs: 6
mixed_precision_training: Native AMP

Training results

Training Loss	Epoch	Step	Validation Loss
No log	0.9836	30	0.7847
No log	2.0	61	0.7587
No log	2.9836	91	0.7729
No log	4.0	122	0.8109
No log	4.9836	152	0.8601
No log	5.9016	180	0.8663

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 15, 2024
Updated: Oct 24, 2024