Instructions to use soleaf/carbon-500m-lora-promoter-expression-rank with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- PEFT
How to use soleaf/carbon-500m-lora-promoter-expression-rank with PEFT:
Task type is invalid.
- Notebooks
- Google Colab
- Kaggle
| { | |
| "primary_metric": "final_test_spearman_rho", | |
| "primary_value": 0.7803260682207086, | |
| "higher_is_better": true, | |
| "status": "done", | |
| "final_test_policy_satisfied": true, | |
| "freeze_manifest_written_before_test_read": true, | |
| "test_rows": 71103, | |
| "kmer_final_spearman": 0.7108970672182182, | |
| "carbon_3seed_mean_final_spearman": 0.7803260682207086, | |
| "carbon_3seed_std_final_spearman": 0.009709472191032171, | |
| "carbon_minus_kmer_mean_final_spearman": 0.06942900100249039, | |
| "carbon_3seed_mean_prediction_metrics": { | |
| "model": "carbon_3seed_mean_prediction", | |
| "spearman_rho": 0.7836031250366325, | |
| "pearson_r": 0.7834443465086167, | |
| "rmse_z": 4.643861775207591, | |
| "mae_z": 4.598029868917751, | |
| "rmse_expression": 11.012009040751392, | |
| "mae_expression": 10.903327647796706, | |
| "prediction_std_z": 0.8693944554117747 | |
| }, | |
| "metric_table": "final_test_metrics.csv", | |
| "prediction_table": "final_test_predictions.csv", | |
| "device": "cuda", | |
| "cuda_device_name": "NVIDIA GB10", | |
| "use_bf16": true, | |
| "peak_cuda_memory_gb": 5.036571979522705, | |
| "elapsed_seconds": 202.0921413898468, | |
| "final_test_evaluated": true | |
| } | |