peft-lora-zencoder15B-personal-copilot

htahir1/peft-lora-zencoder15B-personal-copilot

peft-lora-zencoder15B-personal-copilot is a machine learning model from htahir1. 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 bigcode-openrail-m.

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: bigcode-openrail-m
Access: Public
Created: Jan 17, 2024
Updated: Jan 17, 2024
SHA: 13cd26f3

Base models

bigcode/starcoder

Model card

From the Hugging Face model README

peft-lora-zencoder15B-personal-copilot

This model is a fine-tuned version of bigcode/starcoder on an unknown dataset. It achieves the following results on the evaluation set:

Loss: 0.3124

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: 0.0002
train_batch_size: 4
eval_batch_size: 4
seed: 42
gradient_accumulation_steps: 2
total_train_batch_size: 8
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: cosine
lr_scheduler_warmup_steps: 30
training_steps: 1000

Training results

Training Loss	Epoch	Step	Validation Loss
0.7534	0.1	100	0.4016
0.6715	0.2	200	0.3700
0.5283	0.3	300	0.3647
0.574	0.4	400	0.3388
0.5841	0.5	500	0.3193
0.5268	0.6	600	0.3202
0.5043	0.7	700	0.3124
0.4981	0.8	800	0.3138
0.4995	0.9	900	0.3126
0.4779	1.0	1000	0.3124

Framework versions

PEFT 0.7.2.dev0
Transformers 4.37.0.dev0
Pytorch 2.1.2+cu121
Datasets 2.16.1
Tokenizers 0.15.0

Library: peft
License: bigcode-openrail-m
Created: Jan 17, 2024
Updated: Jan 17, 2024