peft-starcoder-lora-a100-v2

zulqarnain-kernel/peft-starcoder-lora-a100-v2

peft-starcoder-lora-a100-v2 is a machine learning model from zulqarnain-kernel. 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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At a glance

Library: peft
License: bigcode-openrail-m
Access: Public
Created: Jun 7, 2024
Updated: Jun 7, 2024
SHA: e0063d87

Base models

bigcode/starcoderbase-1b

Model card

From the Hugging Face model README

peft-starcoder-lora-a100-v2

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: 0.9551

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
0.966	0.2	100	0.9183
0.9915	0.4	200	0.9467
0.6571	0.6	300	0.9518
0.901	0.8	400	0.9603
0.9649	1.0	500	0.9551

Framework versions

PEFT 0.11.1
Transformers 4.41.2
Pytorch 2.3.0+cu121
Datasets 2.19.2
Tokenizers 0.19.1

Library: peft
License: bigcode-openrail-m
Created: Jun 7, 2024
Updated: Jun 7, 2024