|
--- |
|
license: apache-2.0 |
|
base_model: EleutherAI/pythia-70m |
|
tags: |
|
- generated_from_trainer |
|
model-index: |
|
- name: pythia-70m-sft-function-calling |
|
results: [] |
|
--- |
|
|
|
<!-- This model card has been generated automatically according to the information the Trainer had access to. You |
|
should probably proofread and complete it, then remove this comment. --> |
|
|
|
# pythia-70m-sft-function-calling |
|
|
|
This model is a fine-tuned version of [EleutherAI/pythia-70m](https://huggingface.co/EleutherAI/pythia-70m) on an unknown dataset. |
|
It achieves the following results on the evaluation set: |
|
- Loss: 0.9858 |
|
|
|
## 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: 5 |
|
- eval_batch_size: 8 |
|
- seed: 42 |
|
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08 |
|
- lr_scheduler_type: linear |
|
- num_epochs: 1 |
|
|
|
### Training results |
|
|
|
| Training Loss | Epoch | Step | Validation Loss | |
|
|:-------------:|:-----:|:-----:|:---------------:| |
|
| 1.2294 | 0.11 | 2000 | 1.2844 | |
|
| 1.115 | 0.22 | 4000 | 1.1689 | |
|
| 1.0368 | 0.33 | 6000 | 1.1194 | |
|
| 1.0346 | 0.44 | 8000 | 1.0797 | |
|
| 0.9951 | 0.55 | 10000 | 1.0522 | |
|
| 0.9832 | 0.66 | 12000 | 1.0325 | |
|
| 0.9931 | 0.77 | 14000 | 1.0093 | |
|
| 0.9502 | 0.88 | 16000 | 0.9944 | |
|
| 0.9649 | 0.99 | 18000 | 0.9858 | |
|
|
|
|
|
### Framework versions |
|
|
|
- Transformers 4.35.0 |
|
- Pytorch 2.1.0+cu121 |
|
- Datasets 2.14.6 |
|
- Tokenizers 0.14.1 |
|
|
