CodeLLAMA3-8BI-APPS

AdnanRiaz107/CodeLLAMA3-8BI-APPS

CodeLLAMA3-8BI-APPS is a machine learning model from AdnanRiaz107. 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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Repo size

168 MB

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Hugging Face

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.safetensors168 MB · 95%

At a glance

Library: peft
License: other
Model type: llama
Access: Public
Created: Apr 24, 2024
Updated: Apr 24, 2024
SHA: 1f4e8d66

Base models

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

Model card

From the Hugging Face model README

LLAMA3-8BI-APPS

This model is a fine-tuned version of meta-llama/Meta-Llama-3-8B-Instruct on an unknown dataset. It achieves the following results on the evaluation set:

Loss: 1.1490

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-06
train_batch_size: 4
eval_batch_size: 4
seed: 42
gradient_accumulation_steps: 16
total_train_batch_size: 64
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: cosine
lr_scheduler_warmup_steps: 100
training_steps: 1000

Training results

Training Loss	Epoch	Step	Validation Loss
0.9027	0.1	100	0.9320
0.8632	0.2	200	0.9143
0.8572	0.3	300	1.0150
0.937	0.4	400	1.0545
1.0336	0.5	500	1.1029
1.0056	0.6	600	1.1267
1.0125	0.7	700	1.1307
1.028	0.8	800	1.1398
1.0692	0.9	900	1.1482
1.0361	1.0	1000	1.1490

Framework versions

PEFT 0.9.0
Transformers 4.38.2
Pytorch 2.2.1+cu121
Datasets 2.18.0
Tokenizers 0.15.2

Library: peft
Type: llama
License: other
Created: Apr 24, 2024
Updated: Apr 24, 2024