Instructions to use HuyTran1301/CodeT5-KeyPhrases-Filtered-Valid-Phase1 with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Transformers
How to use HuyTran1301/CodeT5-KeyPhrases-Filtered-Valid-Phase1 with Transformers:
# pip install -U transformers accelerate # Load model directly from transformers import AutoTokenizer, AutoModelForSeq2SeqLM tokenizer = AutoTokenizer.from_pretrained("HuyTran1301/CodeT5-KeyPhrases-Filtered-Valid-Phase1") model = AutoModelForSeq2SeqLM.from_pretrained("HuyTran1301/CodeT5-KeyPhrases-Filtered-Valid-Phase1", device_map="auto") - Notebooks
- Google Colab
- Kaggle
Download training_log_clean.csv from HuyTran1301/CodeT5-KeyPhrases-Filtered-Valid-Phase1: direct link, hf CLI and curl.
- Browser
- Download file 1.46 kB
-
https://huggingface.co/HuyTran1301/CodeT5-KeyPhrases-Filtered-Valid-Phase1/resolve/main/training_log_clean.csv
- Command line
-
hf download hf://HuyTran1301/CodeT5-KeyPhrases-Filtered-Valid-Phase1/training_log_clean.csv
-
curl -L -o training_log_clean.csv https://huggingface.co/HuyTran1301/CodeT5-KeyPhrases-Filtered-Valid-Phase1/resolve/main/training_log_clean.csv
1.46 kB
| step,epoch,train_loss,eval_loss,rouge1,rouge2,rougeL | |
| 1,0.125,4.3431,,,, | |
| 2,0.25,4.4577,,,, | |
| 3,0.375,4.256,,,, | |
| 4,0.5,2.058,,,, | |
| 5,0.625,1.1859,,,, | |
| 6,0.75,1.1357,,,, | |
| 7,0.875,1.1206,,,, | |
| 8,1.0,1.2932,0.8983,0.245,0.0317,0.2338 | |
| 9,1.125,0.8722,,,, | |
| 10,1.25,0.7869,,,, | |
| 11,1.375,0.8525,,,, | |
| 12,1.5,0.9085,,,, | |
| 13,1.625,0.7161,,,, | |
| 14,1.75,0.6706,,,, | |
| 15,1.875,0.6845,,,, | |
| 16,2.0,0.7191,0.7307,0.3123,0.0742,0.3011 | |
| 17,2.125,0.6398,,,, | |
| 18,2.25,0.633,,,, | |
| 19,2.375,0.6569,,,, | |
| 20,2.5,0.6283,,,, | |
| 21,2.625,0.6226,,,, | |
| 22,2.75,0.5941,,,, | |
| 23,2.875,0.7617,,,, | |
| 24,3.0,0.812,0.6878,0.3304,0.0994,0.3186 | |
| 25,3.125,0.6705,,,, | |
| 26,3.25,0.6552,,,, | |
| 27,3.375,0.5242,,,, | |
| 28,3.5,0.5521,,,, | |
| 29,3.625,0.5372,,,, | |
| 30,3.75,0.5754,,,, | |
| 31,3.875,0.4648,,,, | |
| 32,4.0,0.4139,0.6456,0.3431,0.1057,0.3313 | |
| 33,4.125,0.5441,,,, | |
| 34,4.25,0.5423,,,, | |
| 35,4.375,0.5342,,,, | |
| 36,4.5,0.4525,,,, | |
| 37,4.625,0.4669,,,, | |
| 38,4.75,0.4311,,,, | |
| 39,4.875,0.5024,,,, | |
| 40,5.0,0.482,0.6134,0.3445,0.0942,0.3327 | |
| 41,5.125,0.4532,,,, | |
| 42,5.25,0.417,,,, | |
| 43,5.375,0.4782,,,, | |
| 44,5.5,0.4652,,,, | |
| 45,5.625,0.3913,,,, | |
| 46,5.75,0.377,,,, | |
| 47,5.875,0.4338,,,, | |
| 48,6.0,0.3675,0.5809,0.3318,0.0924,0.321 | |
| 49,6.125,0.3642,,,, | |
| 50,6.25,0.4242,,,, | |
| 51,6.375,0.3509,,,, | |
| 52,6.5,0.3426,,,, | |
| 53,6.625,0.3705,,,, | |
| 54,6.75,0.3472,,,, | |
| 55,6.875,0.3631,,,, | |
| 56,7.0,0.4833,0.553,0.3408,0.0963,0.3282 | |
| 57,7.125,0.3045,,,, | |
| 58,7.25,0.3421,,,, | |
| 59,7.375,0.3454,,,, | |
| 60,7.5,0.396,,,, | |
| 61,7.625,0.2711,,,, | |
| 62,7.75,0.3038,,,, | |
| 63,7.875,0.3511,,,, | |
| 64,8.0,0.3695,0.5395,0.3357,0.1004,0.323 | |