peft-starcoder-lora-a100

m0kr4n3/peft-starcoder-lora-a100

peft-starcoder-lora-a100 is a machine learning model from m0kr4n3. 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: Mar 31, 2024
Updated: Apr 2, 2024
SHA: 1ffbd287

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: 8.1829

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
7.059	0.2	100	8.2764
6.3966	0.4	200	8.6218
6.1722	0.6	300	8.7766
7.2409	0.8	400	8.3845
6.9695	1.0	500	8.1829

Framework versions

PEFT 0.10.0
Transformers 4.39.2
Pytorch 2.2.1+cu121
Datasets 2.18.0
Tokenizers 0.15.2

Library: peft
License: bigcode-openrail-m
Created: Mar 31, 2024
Updated: Apr 2, 2024