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smollm2-135M_pretrained_400k_fineweb_uncovai_selected – AI Model by FlofloB | AlphaNeural AI
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smollm2-135M_pretrained_400k_fineweb_uncovai_selected
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transformers
safetensors
llama
text-generation
generated_from_trainer
en
UncovAI/fineweb_CC-MAIN-2024-18_100k_output_UncovAI_83362
HuggingFaceFW/fineweb
FlofloB/smollm2-135M_pretrained_200k_fineweb_uncovai_selected
finetune
apache-2.0
autotrain_compatible
text-generation-inference
endpoints_compatible
us
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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
