peft-starcoder-lora-a100

Avkashkumar/peft-starcoder-lora-a100

peft-starcoder-lora-a100 is a machine learning model from Avkashkumar. 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. --

Downloads · 30 days

21% of all-time downloads

All-time downloads

Public

Repo size

245 MB

Likes

Public

Hugging Face

Repo makeup

Click a slice to open those files.

.safetensors22.2 MB · 100%

At a glance

Library: peft
License: bigcode-openrail-m
Access: Public
Created: Sep 16, 2024
Updated: Sep 17, 2024
SHA: c54489ee

Base models

bigcode/starcoderbase-1b

Model card

From the Hugging Face model README

peft-starcoder-lora-a100

This model is a fine-tuned version of bigcode/starcoderbase-1b on an unknown dataset. It achieves the following results on the evaluation set:

Loss: 0.3409

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: 0.0005
train_batch_size: 16
eval_batch_size: 16
seed: 42
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: cosine
lr_scheduler_warmup_steps: 30
training_steps: 500

Training results

Training Loss	Epoch	Step	Validation Loss
0.5544	0.2	100	0.5096
0.4033	0.4	200	0.3923
0.3529	0.6	300	0.3581
0.333	0.8	400	0.3436
0.3282	1.0	500	0.3409

Framework versions

PEFT 0.12.0
Transformers 4.44.2
Pytorch 2.4.0+cu121
Datasets 2.21.0
Tokenizers 0.19.1

Library: peft
License: bigcode-openrail-m
Created: Sep 16, 2024
Updated: Sep 17, 2024