metadata
license: other
base_model: 01-ai/Yi-6B
tags:
- generated_from_trainer
model-index:
- name: apt-chat-yi-6B-sft-full
results: []
apt-chat-yi-6B-sft-full
This model is a fine-tuned version of 01-ai/Yi-6B on an unknown dataset. It achieves the following results on the evaluation set:
- Loss: 1.0677
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: 2e-05
- train_batch_size: 1
- eval_batch_size: 1
- seed: 42
- distributed_type: multi-GPU
- num_devices: 8
- gradient_accumulation_steps: 4
- total_train_batch_size: 32
- total_eval_batch_size: 8
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: cosine
- num_epochs: 2
Training results
| Training Loss | Epoch | Step | Validation Loss |
|---|---|---|---|
| 1.0548 | 0.15 | 1368 | 1.0247 |
| 0.9254 | 1.15 | 2736 | 1.0677 |
Framework versions
- Transformers 4.35.0
- Pytorch 2.1.0+cu118
- Datasets 2.14.6
- Tokenizers 0.14.1