metadata

license: apache-2.0
base_model: TinyLlama/TinyLlama-1.1B-Chat-v1.0
tags:
  - trl
  - sft
  - generated_from_trainer
datasets:
  - generator
model-index:
  - name: Tukan-1.1B-Chat-reasoning-sft-COLA
    results: []

Tukan-1.1B-Chat-reasoning-sft-COLA

This model is a fine-tuned version of TinyLlama/TinyLlama-1.1B-Chat-v1.0 on the generator dataset. It achieves the following results on the evaluation set:

Loss: 1.0480

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: 5e-05
train_batch_size: 6
eval_batch_size: 3
seed: 42
distributed_type: multi-GPU
gradient_accumulation_steps: 20
total_train_batch_size: 120
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: cosine
num_epochs: 1

Training results

Training Loss	Epoch	Step	Validation Loss
1.0669	0.24	10	1.0635
1.0701	0.47	20	1.0547
1.0753	0.71	30	1.0493
1.0579	0.94	40	1.0480

Framework versions

Transformers 4.36.2
Pytorch 2.2.0a0+gitd925d94
Datasets 2.14.6
Tokenizers 0.15.0