CodeGemma2b-300APPS

AdnanRiaz107/CodeGemma2b-300APPS

CodeGemma2b-300APPS 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 gemma.

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

Downloads · 30 days

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All-time downloads

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Repo size

336 MB

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Hugging Face

Repo makeup

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.safetensors314 MB · 94%

At a glance

Library: peft
License: gemma
Model type: gemma
Access: Public
Created: May 9, 2024
Updated: May 9, 2024
SHA: fbf85c2f

Base models

google/gemma-2b

Model card

From the Hugging Face model README

CodeGemma2b-300APPS

This model is a fine-tuned version of google/gemma-2b on an unknown dataset. It achieves the following results on the evaluation set:

Loss: 0.9701

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: 20
training_steps: 300

Training results

Training Loss	Epoch	Step	Validation Loss
1.0902	0.1667	50	1.0826
0.9774	0.3333	100	1.0107
0.9138	0.5	150	0.9829
0.8657	0.6667	200	0.9703
0.8228	0.8333	250	0.9685
0.8886	1.0	300	0.9701

Framework versions

PEFT 0.10.0
Transformers 4.40.2
Pytorch 2.3.0+cu121
Datasets 2.18.0
Tokenizers 0.19.1

Library: peft
Type: gemma
License: gemma
Created: May 9, 2024
Updated: May 9, 2024