CodeLlama-7b-Instruct-hf-FaVe-rank128-1epochs-v2

Ferdi/CodeLlama-7b-Instruct-hf-FaVe-rank128-1epochs-v2

CodeLlama-7b-Instruct-hf-FaVe-rank128-1epochs-v2 is a machine learning model from Ferdi. 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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At a glance

Library: peft
License: llama2
Access: Public
Created: Jun 28, 2024
Updated: Jun 28, 2024
SHA: 292932e3

Base models

meta-llama/CodeLlama-7b-Instruct-hf

Model card

From the Hugging Face model README

CodeLlama-7b-Instruct-hf-FaVe-rank128-1epochs-v2

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

Loss: 0.5555

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: 1
eval_batch_size: 8
seed: 42
gradient_accumulation_steps: 4
total_train_batch_size: 4
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
lr_scheduler_warmup_steps: 10
num_epochs: 1

Training results

Training Loss	Epoch	Step	Validation Loss
No log	0.2685	10	0.8031
1.168	0.5369	20	0.6423
1.168	0.8054	30	0.5555

Framework versions

PEFT 0.10.0
Transformers 4.40.2
Pytorch 2.2.1+cu121
Datasets 2.19.1
Tokenizers 0.19.1

Library: peft
License: llama2
Created: Jun 28, 2024
Updated: Jun 28, 2024