Hugging Face's logo

FlofloB
/
smollm2_pretrained_200k_fineweb

Text Generation
Transformers
Safetensors
llama
Generated from Trainer
text-generation-inference
Inference Endpoints
Model card Files Community
smollm2_pretrained_200k_fineweb / README.md
FlofloB's picture
FlofloB
Update README.md
c3086ab verified
preview code
|
raw
history blame contribute delete
1.41 kB
metadata
library_name: transformers
license: apache-2.0
base_model: HuggingFaceTB/SmolLM2-135M
tags:
  - generated_from_trainer
model-index:
  - name: smollm2_pretrained_200k_fineweb
    results: []
datasets:
  - HuggingFaceFW/fineweb

smollm2_pretrained_200k_fineweb

This model is a pre-trained version of HuggingFaceTB/SmolLM2-135M on the first 200k samples from the Fineweb dataset dump CC-MAIN-2024-18.

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