metadata
license: other
library_name: peft
tags:
- generated_from_trainer
base_model: stabilityai/stablelm-2-1_6b
model-index:
- name: patent-instruct-finetune-model-ner-stablelm
results: []
patent-instruct-finetune-model-ner-stablelm
This model is a fine-tuned version of stabilityai/stablelm-2-1_6b on the None dataset. It achieves the following results on the evaluation set:
- Loss: 1.7565
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-05
- train_batch_size: 1
- eval_batch_size: 1
- seed: 42
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- num_epochs: 3
- mixed_precision_training: Native AMP
Training results
| Training Loss | Epoch | Step | Validation Loss |
|---|---|---|---|
| 1.7503 | 1.0 | 2043 | 1.7837 |
| 1.7292 | 2.0 | 4086 | 1.7616 |
| 1.7212 | 3.0 | 6129 | 1.7565 |
Framework versions
- PEFT 0.10.0
- Transformers 4.38.2
- Pytorch 2.2.1+cu121
- Datasets 2.18.0
- Tokenizers 0.15.2