metadata

library_name: transformers
license: apache-2.0
base_model: FlofloB/smollm2-135M_pretrained_200k_fineweb_uncovai_selected
tags:
  - generated_from_trainer
model-index:
  - name: smollm2-135M_pretrained_400k_fineweb_uncovai_selected
    results: []
datasets:
  - UncovAI/fineweb_CC-MAIN-2024-18_100k_output_UncovAI_83362
  - HuggingFaceFW/fineweb
language:
  - en

smollm2-135M_pretrained_400k_fineweb_uncovai_selected

This model is a fine-tuned version of FlofloB/smollm2-135M_pretrained_200k_fineweb_uncovai_selected on the first 400k samples from the Fineweb dataset dump CC-MAIN-2024-18 using the UncovAI model for text to remove synthetic labeled data. We observed that more than 16% of the data were detected as having been generated by AI by our model.

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: 0.0005
train_batch_size: 16
eval_batch_size: 8
seed: 42
gradient_accumulation_steps: 8
total_train_batch_size: 128
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
num_epochs: 1
mixed_precision_training: Native AMP

Training results

Framework versions

Transformers 4.44.2
Pytorch 2.4.1+cu121
Datasets 3.2.0
Tokenizers 0.19.1