granite-8b-code-instruct-spider

VictorDCh/granite-8b-code-instruct-spider

granite-8b-code-instruct-spider is a machine learning model from VictorDCh. 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 apache-2.0.

should probably proofread and complete it, then remove this comment. --

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At a glance

Library: peft
License: apache-2.0
Model type: llama
Access: Public
Created: May 7, 2024
Updated: May 7, 2024
SHA: 230d850f

Base models

Datasets

generator

Model card

From the Hugging Face model README

granite-8b-code-instruct-spider

This model is a fine-tuned version of ibm-granite/granite-8b-code-instruct on the generator dataset. It achieves the following results on the evaluation set:

Loss: 0.8823

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: 1
eval_batch_size: 8
seed: 42
gradient_accumulation_steps: 2
total_train_batch_size: 2
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: cosine
lr_scheduler_warmup_ratio: 0.03
num_epochs: 1

Training results

Training Loss	Epoch	Step	Validation Loss
0.1877	0.1	100	0.6620
0.0784	0.2	200	0.6879
0.0552	0.3	300	0.7506
0.0607	0.4	400	0.8319
0.049	0.51	500	0.8430
0.0485	0.61	600	0.8774
0.0448	0.71	700	0.8839
0.0478	0.81	800	0.8807
0.0472	0.91	900	0.8823

Framework versions

PEFT 0.7.2.dev0
Transformers 4.37.0
Pytorch 2.1.2+cu121
Datasets 2.16.1
Tokenizers 0.15.2

Library: peft
Type: llama
License: apache-2.0
Created: May 7, 2024
Updated: May 7, 2024