Instructions to use KETI-NLP/KoEVD-response-strategy with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- PEFT
How to use KETI-NLP/KoEVD-response-strategy with PEFT:
from peft import PeftModel from transformers import AutoModelForCausalLM base_model = AutoModelForCausalLM.from_pretrained("Qwen/Qwen3-8B") model = PeftModel.from_pretrained(base_model, "KETI-NLP/KoEVD-response-strategy") - Notebooks
- Google Colab
- Kaggle
Download metrics/response_strategy_source_disjoint_validation_metrics.json from KETI-NLP/KoEVD-response-strategy: direct link, hf CLI and curl.
- Browser
- Download file 923 Bytes
-
https://huggingface.co/KETI-NLP/KoEVD-response-strategy/resolve/main/metrics/response_strategy_source_disjoint_validation_metrics.json
- Command line
-
hf download hf://KETI-NLP/KoEVD-response-strategy/metrics/response_strategy_source_disjoint_validation_metrics.json
-
curl -L -o response_strategy_source_disjoint_validation_metrics.json https://huggingface.co/KETI-NLP/KoEVD-response-strategy/resolve/main/metrics/response_strategy_source_disjoint_validation_metrics.json
923 Bytes
| { | |
| "evaluation_set": "response_strategy_source_disjoint_eval_532", | |
| "model": "qwen3_8b_method1_0shot", | |
| "base_model": "Qwen/Qwen3-8B", | |
| "evaluation_protocol": "autoregressive generation followed by the released output parser", | |
| "source_disjoint": true, | |
| "num_source_utterances": 100, | |
| "num_examples": 532, | |
| "num_parse_errors": 0, | |
| "parse_error_rate": 0.0, | |
| "macro_f1": 0.9857480574663244, | |
| "micro_f1": 0.990301724137931, | |
| "primary_strategy_accuracy": 0.9924812030075187, | |
| "exact_match": 0.9793233082706767, | |
| "hamming_loss": 0.0021146616541353382, | |
| "jaccard_micro": 0.9807897545357525, | |
| "jaccard_macro": 0.9728299106392682, | |
| "jaccard_samples": 0.9906328320802005, | |
| "average_true_labels_per_example": 1.7462406015037595, | |
| "average_predicted_labels_per_example": 1.7424812030075187, | |
| "release_note": "Sanitized source-disjoint validation metrics; local paths, runtime, and hardware identifiers removed." | |
| } | |