llama3-8b_sa_v0.1

langgptai/llama3-8b_sa_v0.1

llama3-8b_sa_v0.1 is a machine learning model from langgptai. 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 other.

should probably proofread and complete it, then remove this comment. --

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Hugging Face

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.safetensors13.6 MB · 60%

At a glance

Library: peft
License: other
Access: Public
Created: May 27, 2024
Updated: May 27, 2024
SHA: f232a59a

Base models

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

Model card

From the Hugging Face model README

LangGPT

This model is a fine-tuned version of /datas/huggingface/Meta-Llama-3-8B-Instruct on the LangGPT dataset. It achieves the following results on the evaluation set:

Loss: 0.7564

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: 5e-05
train_batch_size: 12
eval_batch_size: 4
seed: 42
gradient_accumulation_steps: 8
total_train_batch_size: 96
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: cosine
lr_scheduler_warmup_steps: 20
num_epochs: 9.0
mixed_precision_training: Native AMP

Training results

Training Loss	Epoch	Step	Validation Loss
0.8441	1.25	100	0.8462
0.7829	2.5	200	0.7942
0.747	3.75	300	0.7737
0.7507	5.0	400	0.7637
0.7327	6.25	500	0.7590
0.7331	7.5	600	0.7569
0.7396	8.75	700	0.7564

Framework versions

PEFT 0.10.0
Transformers 4.40.1
Pytorch 2.2.0+cu121
Datasets 2.16.1
Tokenizers 0.19.1

Library: peft
License: other
Created: May 27, 2024
Updated: May 27, 2024