Physics LlAMA 2 13B
This model is a LoRA for meta-llama/Llama-2-13b-chat-hf on ArtifactAI/arxiv-physics-instruct-tune-30k.
Model description
This is a physics chatbot.
Intended uses & limitations
You can use this to assist in research, or to answer questions you may have about physics.
Training and evaluation data
This model is trained on ArtifactAI/arxiv-physics-instruct-tune-30k
Training procedure
Source code can be found here
Training hyperparameters
The following hyperparameters were used during training:
- learning_rate: 0.0002
- train_batch_size: 1
- eval_batch_size: 8
- seed: 42
- gradient_accumulation_steps: 4
- total_train_batch_size: 4
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- lr_scheduler_warmup_steps: 2
- training_steps: 100
Framework versions
- Transformers 4.33.0.dev0
- Pytorch 2.0.1+cu118
- Datasets 2.14.4
- Tokenizers 0.13.3