---
library_name: transformers
tags:
- generated_from_trainer
datasets:
- crispr_data
model-index:
- name: SX_spymac_Lindel_indel
  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. -->

# SX_spymac_Lindel_indel

This model is a fine-tuned version of [](https://huggingface.co/) on the crispr_data dataset.
It achieves the following results on the evaluation set:
- Loss: 38.1306

## 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: 100
- eval_batch_size: 100
- seed: 63036
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- lr_scheduler_warmup_ratio: 0.05
- num_epochs: 30.0

### Training results

| Training Loss | Epoch | Step | Validation Loss |
|:-------------:|:-----:|:----:|:---------------:|
| 1004.8263     | 1.0   | 327  | 852.2144        |
| 666.3497      | 2.0   | 654  | 499.1797        |
| 377.0592      | 3.0   | 981  | 278.4397        |
| 210.4376      | 4.0   | 1308 | 155.1109        |
| 119.4755      | 5.0   | 1635 | 90.4825         |
| 73.7367       | 6.0   | 1962 | 60.2916         |
| 52.9741       | 7.0   | 2289 | 47.1790         |
| 44.25         | 8.0   | 2616 | 41.8598         |
| 40.6432       | 9.0   | 2943 | 39.6603         |
| 39.1873       | 10.0  | 3270 | 38.7853         |
| 38.5702       | 11.0  | 3597 | 38.4049         |
| 38.2968       | 12.0  | 3924 | 38.2860         |
| 38.1861       | 13.0  | 4251 | 38.2043         |
| 38.1379       | 14.0  | 4578 | 38.1345         |
| 38.116        | 15.0  | 4905 | 38.1763         |
| 38.1017       | 16.0  | 5232 | 38.1730         |
| 38.0909       | 17.0  | 5559 | 38.1854         |
| 38.0901       | 18.0  | 5886 | 38.1427         |
| 38.0781       | 19.0  | 6213 | 38.1391         |
| 38.0695       | 20.0  | 6540 | 38.1281         |
| 38.0662       | 21.0  | 6867 | 38.1312         |
| 38.0583       | 22.0  | 7194 | 38.1344         |
| 38.0541       | 23.0  | 7521 | 38.1393         |
| 38.0484       | 24.0  | 7848 | 38.1284         |
| 38.0426       | 25.0  | 8175 | 38.1339         |
| 38.0359       | 26.0  | 8502 | 38.1325         |
| 38.0331       | 27.0  | 8829 | 38.1341         |
| 38.0249       | 28.0  | 9156 | 38.1314         |
| 38.0197       | 29.0  | 9483 | 38.1297         |
| 38.0133       | 30.0  | 9810 | 38.1306         |


### Framework versions

- Transformers 4.44.2
- Pytorch 2.4.0+cu124
- Datasets 2.21.0
- Tokenizers 0.19.1