codellama-7b-openapi-completion-ctx-lvl-fim

BohdanPetryshyn/codellama-7b-openapi-completion-ctx-lvl-fim

codellama-7b-openapi-completion-ctx-lvl-fim is a machine learning model from BohdanPetryshyn. 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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Hugging Face

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At a glance

Library: peft
License: llama2
Access: Public
Created: May 4, 2024
Updated: May 5, 2024
SHA: 3696eda7

Base models

codellama/CodeLlama-7b-hf

Model card

From the Hugging Face model README

codellama-7b-openapi-completion-ctx-lvl-fim

This model is a fine-tuned version of codellama/CodeLlama-7b-hf on an unknown dataset. It achieves the following results on the evaluation set:

Loss: 0.4727

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: 0.0003
train_batch_size: 4
eval_batch_size: 4
seed: 42
gradient_accumulation_steps: 4
total_train_batch_size: 16
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: cosine
lr_scheduler_warmup_ratio: 0.1
training_steps: 1000

Training results

Training Loss	Epoch	Step	Validation Loss
0.3155	0.1	100	0.4712
0.3629	0.2	200	0.4715
0.3911	0.3	300	0.4677
0.2698	0.4	400	0.4634
0.427	0.5	500	0.4678
0.364	0.6	600	0.4574
0.3624	0.7	700	0.4623
0.3736	0.8	800	0.4681
0.1274	0.9	900	0.4749
0.334	1.0	1000	0.4727

Framework versions

PEFT 0.10.1.dev0
Transformers 4.41.0.dev0
Pytorch 2.2.2+cu121
Datasets 2.19.0
Tokenizers 0.19.1

Library: peft
License: llama2
Created: May 4, 2024
Updated: May 5, 2024