Instructions to use seamusl/F1-autoLLM with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Transformers
How to use seamusl/F1-autoLLM with Transformers:
# Load model directly from transformers import AutoTokenizer, AutoModelForSeq2SeqLM tokenizer = AutoTokenizer.from_pretrained("seamusl/F1-autoLLM") model = AutoModelForSeq2SeqLM.from_pretrained("seamusl/F1-autoLLM") - Notebooks
- Google Colab
- Kaggle
| { | |
| "best_metric": null, | |
| "best_model_checkpoint": null, | |
| "epoch": 4.948616600790514, | |
| "global_step": 1500, | |
| "is_hyper_param_search": false, | |
| "is_local_process_zero": true, | |
| "is_world_process_zero": true, | |
| "log_history": [ | |
| { | |
| "epoch": 1.0, | |
| "eval_bleu": 25.8406, | |
| "eval_gen_len": 37.7921, | |
| "eval_loss": 1.0771484375, | |
| "eval_runtime": 90.1252, | |
| "eval_samples_per_second": 4.483, | |
| "eval_steps_per_second": 0.288, | |
| "step": 303 | |
| }, | |
| { | |
| "epoch": 1.65, | |
| "learning_rate": 2e-05, | |
| "loss": 1.1552, | |
| "step": 500 | |
| }, | |
| { | |
| "epoch": 2.0, | |
| "eval_bleu": 27.5846, | |
| "eval_gen_len": 37.9579, | |
| "eval_loss": 0.99169921875, | |
| "eval_runtime": 87.9875, | |
| "eval_samples_per_second": 4.592, | |
| "eval_steps_per_second": 0.295, | |
| "step": 606 | |
| }, | |
| { | |
| "epoch": 3.0, | |
| "eval_bleu": 28.1347, | |
| "eval_gen_len": 38.3317, | |
| "eval_loss": 0.97314453125, | |
| "eval_runtime": 92.4432, | |
| "eval_samples_per_second": 4.37, | |
| "eval_steps_per_second": 0.281, | |
| "step": 909 | |
| }, | |
| { | |
| "epoch": 3.3, | |
| "learning_rate": 2e-05, | |
| "loss": 0.679, | |
| "step": 1000 | |
| }, | |
| { | |
| "epoch": 4.0, | |
| "eval_bleu": 28.081, | |
| "eval_gen_len": 37.651, | |
| "eval_loss": 0.99169921875, | |
| "eval_runtime": 85.9085, | |
| "eval_samples_per_second": 4.703, | |
| "eval_steps_per_second": 0.303, | |
| "step": 1212 | |
| }, | |
| { | |
| "epoch": 4.95, | |
| "learning_rate": 2e-05, | |
| "loss": 0.5046, | |
| "step": 1500 | |
| } | |
| ], | |
| "max_steps": 1515, | |
| "num_train_epochs": 5, | |
| "total_flos": 1.2130831043867443e+17, | |
| "trial_name": null, | |
| "trial_params": null | |
| } | |