chat-bot_3

alex-under/chat-bot_3

chat-bot_3 is a machine learning model from alex-under. 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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Hugging Face

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At a glance

Library: peft
License: llama3
Access: Public
Created: Oct 3, 2024
Updated: Oct 3, 2024
SHA: 170051ad

Base models

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

Model card

From the Hugging Face model README

chat-bot_3

This model is a fine-tuned version of meta-llama/Meta-Llama-3-8B-Instruct on the None dataset. It achieves the following results on the evaluation set:

Loss: 0.1220

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: 5
mixed_precision_training: Native AMP

Training results

Training Loss	Epoch	Step	Validation Loss
0.1361	1.0	450	0.1248
0.1318	2.0	900	0.1281
0.1096	3.0	1350	0.1269
0.1298	4.0	1800	0.1220
0.1154	5.0	2250	0.1220

Framework versions

PEFT 0.13.0
Transformers 4.44.2
Pytorch 2.4.1+cu121
Datasets 3.0.1
Tokenizers 0.19.1

Library: peft
License: llama3
Created: Oct 3, 2024
Updated: Oct 3, 2024