Hugging Face's logo

Isotonic
/
smol_llama_x

Text Generation
Transformers
Safetensors
mixtral
Generated from Trainer
Inference Endpoints
text-generation-inference
Model card Files Community
smol_llama_x / README.md
Isotonic's picture
Isotonic
Model save
7f7d3cc verified
preview code
|
raw history blame contribute delete
No virus
1.66 kB
metadata
license: apache-2.0
base_model: Isotonic/smol_llama-4x220M-MoE
tags:
  - generated_from_trainer
metrics:
  - accuracy
model-index:
  - name: smol_llama_x
    results: []

smol_llama_x

This model is a fine-tuned version of Isotonic/smol_llama-4x220M-MoE on an unknown dataset. It achieves the following results on the evaluation set:

  • Loss: 1.5906
  • Accuracy: 0.6799

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: 5e-05
  • train_batch_size: 4
  • eval_batch_size: 4
  • seed: 42
  • optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • lr_scheduler_type: cosine_with_restarts
  • lr_scheduler_warmup_ratio: 0.2
  • num_epochs: 4
  • mixed_precision_training: Native AMP

Training results

Training Loss Epoch Step Validation Loss Accuracy
No log 1.0 211 1.4545 0.6908
No log 2.0 422 1.4871 0.6881
1.4748 3.0 633 1.5353 0.6841
1.4748 4.0 844 1.5906 0.6799

Framework versions

  • Transformers 4.37.2
  • Pytorch 2.1.0+cu121
  • Datasets 2.17.0
  • Tokenizers 0.15.2