codellamafinetune5

Zintoulou/codellamafinetune5

codellamafinetune5 is a machine learning model from Zintoulou. 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 llama2.

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

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Repo size

101 MB

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Public

Hugging Face

Repo makeup

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.safetensors50.4 MB · 96%

At a glance

Library: peft
License: llama2
Access: Public
Created: Jan 21, 2024
Updated: Jan 21, 2024
SHA: e2e4f1ac

Base models

codellama/CodeLlama-7b-Instruct-hf

Model card

From the Hugging Face model README

codellamafinetune5

This model is a fine-tuned version of codellama/CodeLlama-7b-Instruct-hf on the None dataset. It achieves the following results on the evaluation set:

Loss: 0.9177

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: 0.001
train_batch_size: 8
eval_batch_size: 8
seed: 42
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
num_epochs: 8

Training results

Training Loss	Epoch	Step	Validation Loss
2.688	1.0	1	2.6909
2.2046	2.0	2	2.0808
1.6634	3.0	3	1.5857
1.1166	4.0	4	1.2302
0.6914	5.0	5	1.0227
0.4471	6.0	6	0.9613
0.3101	7.0	7	0.9151
0.2215	8.0	8	0.9177

Framework versions

Transformers 4.36.0
Pytorch 2.0.1
Datasets 2.16.1
Tokenizers 0.15.0

Training procedure

Framework versions

PEFT 0.6.0

Library: peft
License: llama2
Created: Jan 21, 2024
Updated: Jan 21, 2024