metadata

license: apache-2.0
library_name: peft
tags:
  - trl
  - sft
  - generated_from_trainer
base_model: tiiuae/falcon-7b-instruct
model-index:
  - name: Falcon-7b-Finetuned-Extented-MBPP-Dataset-Synthetic
    results: []

Falcon-7b-Finetuned-Extented-MBPP-Dataset-Synthetic

This model is a fine-tuned version of tiiuae/falcon-7b-instruct on an unknown dataset. It achieves the following results on the evaluation set:

Loss: 1.2069

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: 1e-06
train_batch_size: 1
eval_batch_size: 8
seed: 42
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: cosine
lr_scheduler_warmup_ratio: 0.05
num_epochs: 4
mixed_precision_training: Native AMP

Training results

Training Loss	Epoch	Step	Validation Loss
0.9825	0.24	500	1.5994
0.8528	0.47	1000	1.2043
0.4851	0.71	1500	1.1762
0.5511	0.94	2000	1.1914
0.4916	1.18	2500	1.2069

Framework versions

PEFT 0.10.1.dev0
Transformers 4.38.2
Pytorch 2.2.1+cu121
Datasets 2.19.0
Tokenizers 0.15.2