TinyLlama-1.1B-Chat-v1.0-reasoning-v2

This model is a fine-tuned version of TinyLlama/TinyLlama-1.1B-Chat-v1.0 on the generator dataset. It achieves the following results on the evaluation set:

  • Loss: 1.0186

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: 4e-05
  • train_batch_size: 10
  • eval_batch_size: 4
  • seed: 42
  • distributed_type: multi-GPU
  • gradient_accumulation_steps: 10
  • total_train_batch_size: 100
  • optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • lr_scheduler_type: cosine
  • num_epochs: 4

Training results

Training Loss Epoch Step Validation Loss
1.0456 1.0 347 1.0360
0.9714 2.0 695 1.0180
0.9335 3.0 1042 1.0176
0.9348 3.99 1388 1.0186

Framework versions

  • Transformers 4.36.2
  • Pytorch 2.1.0+cu118
  • Datasets 2.14.6
  • Tokenizers 0.15.0
Downloads last month
1,101
Safetensors
Model size
1.1B params
Tensor type
BF16
·
Inference Examples
This model does not have enough activity to be deployed to Inference API (serverless) yet. Increase its social visibility and check back later, or deploy to Inference Endpoints (dedicated) instead.

Model tree for alexredna/TinyLlama-1.1B-Chat-v1.0-reasoning-v2

Finetuned
(168)
this model
Finetunes
1 model