Instructions to use DavidSlayback1/grade-level-explainer-4b with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- PEFT
How to use DavidSlayback1/grade-level-explainer-4b with PEFT:
from peft import PeftModel from transformers import AutoModelForCausalLM base_model = AutoModelForCausalLM.from_pretrained("Qwen/Qwen3-4B-Instruct-2507") model = PeftModel.from_pretrained(base_model, "DavidSlayback1/grade-level-explainer-4b") - Notebooks
- Google Colab
- Kaggle
Download eval/results.json from DavidSlayback1/grade-level-explainer-4b: direct link, hf CLI and curl.
- Browser
- Download file 585 Bytes
-
https://huggingface.co/DavidSlayback1/grade-level-explainer-4b/resolve/main/eval/results.json
- Command line
-
hf download hf://DavidSlayback1/grade-level-explainer-4b/eval/results.json
-
curl -L -o results.json https://huggingface.co/DavidSlayback1/grade-level-explainer-4b/resolve/main/eval/results.json
585 Bytes
| { | |
| "items": 387, | |
| "judge_unparsed": 0, | |
| "pass_all": 0.7958656330749354, | |
| "pass_pressure": 0.46153846153846156, | |
| "pressure_items": 65, | |
| "check_only": 0.8682170542635659, | |
| "judge_only": 0.9121447028423773, | |
| "fk_target_hit": 0.8914728682170543, | |
| "mean_fk_over_target": -1.849715762273902, | |
| "by_grade": { | |
| "2": 0.8870967741935484, | |
| "3": 0.8048780487804879, | |
| "4": 0.7948717948717948, | |
| "5": 0.7710843373493976, | |
| "6": 0.7439024390243902 | |
| }, | |
| "flag_counts": { | |
| "fk_too_high": 42, | |
| "missing_terms": 4, | |
| "too_many_sentences": 6 | |
| }, | |
| "mean_fk": 2.7562273901808787 | |
| } |