metadata
license: apache-2.0
library_name: peft
tags:
- trl
- sft
- generated_from_trainer
base_model: m-a-p/OpenCodeInterpreter-DS-6.7B
datasets:
- generator
model-index:
- name: OpenCodeInterpreter-DS-6.7B-SQL2
results: []
OpenCodeInterpreter-DS-6.7B-SQL2
This model is a fine-tuned version of m-a-p/OpenCodeInterpreter-DS-6.7B on the generator dataset. It achieves the following results on the evaluation set:
- Loss: 0.3180
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: 8
- 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_steps: 30
- training_steps: 1600
Training results
| Training Loss | Epoch | Step | Validation Loss |
|---|---|---|---|
| 0.3643 | 1.44 | 200 | 0.3582 |
| 0.337 | 2.88 | 400 | 0.3357 |
| 0.3197 | 4.32 | 600 | 0.3271 |
| 0.3126 | 5.76 | 800 | 0.3222 |
| 0.3034 | 7.19 | 1000 | 0.3198 |
| 0.2998 | 8.63 | 1200 | 0.3185 |
| 0.297 | 10.07 | 1400 | 0.3180 |
| 0.2964 | 11.51 | 1600 | 0.3180 |
Framework versions
- PEFT 0.10.0
- Transformers 4.40.0.dev0
- Pytorch 2.2.1+cu121
- Datasets 2.18.0
- Tokenizers 0.15.2