---
tags:
- generated_from_trainer
model-index:
- name: falcon_spider_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. -->

# falcon_spider_v1

This model is a fine-tuned version of [ybelkada/falcon-7b-sharded-bf16](https://huggingface.co/ybelkada/falcon-7b-sharded-bf16) on an unknown dataset.
It achieves the following results on the evaluation set:
- Loss: 0.5862
The repo contains the adapters for the model, as well as the tokenizer files.
## 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: 4
- eval_batch_size: 8
- seed: 42
- gradient_accumulation_steps: 4
- total_train_batch_size: 16
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: constant
- lr_scheduler_warmup_ratio: 0.03
- training_steps: 100

### Training results

| Training Loss | Epoch | Step | Validation Loss |
|:-------------:|:-----:|:----:|:---------------:|
| 1.1754        | 0.03  | 10   | 0.6316          |
| 0.5011        | 0.05  | 20   | 0.4848          |
| 0.4355        | 0.08  | 30   | 0.4586          |
| 0.3921        | 0.1   | 40   | 0.4555          |
| 0.3327        | 0.13  | 50   | 0.4674          |
| 0.2662        | 0.15  | 60   | 0.4507          |
| 0.2258        | 0.18  | 70   | 0.4813          |
| 0.1569        | 0.2   | 80   | 0.5407          |
| 0.1313        | 0.23  | 90   | 0.5924          |
| 0.1215        | 0.25  | 100  | 0.5862          |


### Framework versions

- Transformers 4.30.2
- Pytorch 2.0.1+cu117
- Datasets 2.13.1
- Tokenizers 0.13.3