Instructions to use janny127/TrainedModel with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- PEFT
How to use janny127/TrainedModel with PEFT:
from peft import PeftModel from transformers import AutoModelForCausalLM base_model = AutoModelForCausalLM.from_pretrained("meta-llama/Llama-2-7b-hf") model = PeftModel.from_pretrained(base_model, "janny127/TrainedModel") - Notebooks
- Google Colab
- Kaggle
Download training_params.json from janny127/TrainedModel: direct link, hf CLI and curl.
- Browser
- Download file 1.34 kB
-
https://huggingface.co/janny127/TrainedModel/resolve/main/training_params.json
- Command line
-
hf download hf://janny127/TrainedModel/training_params.json
-
curl -L -o training_params.json https://huggingface.co/janny127/TrainedModel/resolve/main/training_params.json
1.34 kB
| { | |
| "model": "meta-llama/Llama-2-7b-hf", | |
| "project_name": "autotrain-junsu-okg7f", | |
| "data_path": "autotrain-junsu-okg7f/autotrain-data", | |
| "train_split": "train", | |
| "valid_split": null, | |
| "add_eos_token": true, | |
| "block_size": 1024, | |
| "model_max_length": 2048, | |
| "padding": "right", | |
| "trainer": "sft", | |
| "use_flash_attention_2": false, | |
| "log": "tensorboard", | |
| "disable_gradient_checkpointing": false, | |
| "logging_steps": -1, | |
| "evaluation_strategy": "epoch", | |
| "save_total_limit": 1, | |
| "save_strategy": "epoch", | |
| "auto_find_batch_size": false, | |
| "mixed_precision": "fp16", | |
| "lr": 3e-05, | |
| "epochs": 3, | |
| "batch_size": 2, | |
| "warmup_ratio": 0.1, | |
| "gradient_accumulation": 1, | |
| "optimizer": "adamw_torch", | |
| "scheduler": "linear", | |
| "weight_decay": 0.0, | |
| "max_grad_norm": 1.0, | |
| "seed": 42, | |
| "chat_template": "none", | |
| "quantization": "int4", | |
| "target_modules": "all-linear", | |
| "merge_adapter": false, | |
| "peft": true, | |
| "lora_r": 16, | |
| "lora_alpha": 32, | |
| "lora_dropout": 0.05, | |
| "model_ref": null, | |
| "dpo_beta": 0.1, | |
| "prompt_text_column": "autotrain_prompt", | |
| "text_column": "autotrain_text", | |
| "rejected_text_column": "autotrain_rejected_text", | |
| "push_to_hub": true, | |
| "repo_id": "janny127/autotrain-junsu-okg7f", | |
| "username": "janny127" | |
| } |