---
license: apache-2.0
tags:
- generated_from_trainer
model-index:
- name: BlenderBot_400M_distill_falcon_redefined_first10krows
  results: []
---

<!-- This model card has been generated automatically according to the information the Trainer had access to. You
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# BlenderBot_400M_distill_falcon_redefined_first10krows

This model is a fine-tuned version of [facebook/blenderbot-400M-distill](https://huggingface.co/facebook/blenderbot-400M-distill) on the first 10000 rows of the tiiuae/falcon-refinedweb dataset.
It achieves the following results on the evaluation set:
- Loss: 3.4093

## 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: 8
- eval_batch_size: 16
- seed: 42
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- lr_scheduler_warmup_steps: 500
- num_epochs: 10

### Training results

| Training Loss | Epoch | Step  | Validation Loss |
|:-------------:|:-----:|:-----:|:---------------:|
| 3.4693        | 1.0   | 1000  | 3.4126          |
| 3.4552        | 2.0   | 2000  | 3.4046          |
| 3.4393        | 3.0   | 3000  | 3.4076          |
| 3.4455        | 4.0   | 4000  | 3.4096          |
| 3.4495        | 5.0   | 5000  | 3.4007          |
| 3.4521        | 6.0   | 6000  | 3.4099          |
| 3.446         | 7.0   | 7000  | 3.4107          |
| 3.4383        | 8.0   | 8000  | 3.4114          |
| 3.4502        | 9.0   | 9000  | 3.4115          |
| 3.4472        | 10.0  | 10000 | 3.4093          |


### Framework versions

- Transformers 4.30.2
- Pytorch 2.0.1+cu117
- Datasets 2.13.0
- Tokenizers 0.13.3