meta-bot

alex-under/meta-bot

meta-bot 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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.safetensors20.4 GB · 100%

At a glance

Library: peft
License: llama3
Model type: llama
Access: Public
Created: Aug 25, 2024
Updated: Sep 28, 2024
SHA: b6f8ac2e

Base models

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

Model card

From the Hugging Face model README

meta-bot

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: 0.1600

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: 1
mixed_precision_training: Native AMP

Training results

Training Loss	Epoch	Step	Validation Loss
0.1871	0.2	990	0.1842
0.1824	0.4	1980	0.1734
0.1673	0.6	2970	0.1641
0.1611	0.8	3960	0.1628
0.1567	1.0	4950	0.1600

Framework versions

PEFT 0.12.0
Transformers 4.44.2
Pytorch 2.4.0+cu121
Datasets 2.21.0
Tokenizers 0.19.1

Library: peft
Type: llama
License: llama3
Created: Aug 25, 2024
Updated: Sep 28, 2024