---
license: apache-2.0
base_model: EleutherAI/pythia-70m-deduped
tags:
- generated_from_trainer
model-index:
- name: databricks-dolly-15k-pythia-70m-deduped-v1
  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. -->

# databricks-dolly-15k-pythia-70m-deduped-v1

This model is a fine-tuned version of [EleutherAI/pythia-70m-deduped](https://huggingface.co/EleutherAI/pythia-70m-deduped) on an unknown dataset.
It achieves the following results on the evaluation set:
- Loss: 4.3063

## 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: 0.001
- 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: linear
- num_epochs: 10

### Training results

| Training Loss | Epoch | Step  | Validation Loss |
|:-------------:|:-----:|:-----:|:---------------:|
| 5.8656        | 1.0   | 1501  | 4.6547          |
| 4.609         | 2.0   | 3002  | 4.4454          |
| 4.1706        | 3.0   | 4503  | 4.3141          |
| 3.8124        | 4.0   | 6004  | 4.3063          |
| 3.4925        | 5.0   | 7505  | 4.3213          |
| 3.1927        | 6.0   | 9006  | 4.3806          |
| 2.9257        | 7.0   | 10507 | 4.4425          |
| 2.6838        | 8.0   | 12008 | 4.5654          |
| 2.4619        | 9.0   | 13509 | 4.7032          |
| 2.2826        | 10.0  | 15010 | 4.8537          |


### Framework versions

- Transformers 4.33.3
- Pytorch 2.0.1+cu118
- Datasets 2.14.5
- Tokenizers 0.13.3