Instructions to use Alignment-Lab-AI/sophia with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- PEFT
How to use Alignment-Lab-AI/sophia with PEFT:
from peft import PeftModel from transformers import AutoModelForCausalLM base_model = AutoModelForCausalLM.from_pretrained("tiiuae/falcon-7b") model = PeftModel.from_pretrained(base_model, "Alignment-Lab-AI/sophia") - Notebooks
- Google Colab
- Kaggle
| { | |
| "finetuning_type": "lora", | |
| "lora_alpha": 32.0, | |
| "lora_dropout": 0.1, | |
| "lora_rank": 8, | |
| "lora_target": [ | |
| "query_key_value" | |
| ], | |
| "name_module_trainable": "mlp", | |
| "num_hidden_layers": 32, | |
| "num_layer_trainable": 3 | |
| } | |