Instructions to use wfwefw/cora-gemma3-4b-densecl with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- PEFT
How to use wfwefw/cora-gemma3-4b-densecl with PEFT:
from peft import PeftModel from transformers import AutoModelForCausalLM base_model = AutoModelForCausalLM.from_pretrained("google/gemma-3-4b-it") model = PeftModel.from_pretrained(base_model, "wfwefw/cora-gemma3-4b-densecl") - Notebooks
- Google Colab
- Kaggle
| { | |
| "samples": 5349, | |
| "exact_match": 0.0, | |
| "avg_pred_tokens": 17.12095718825949, | |
| "avg_ref_tokens": 19.840530940362683, | |
| "bleu4": 0.03589823889970259, | |
| "rougeL": 0.255249437281634, | |
| "bleu_1": 0.279953983636538, | |
| "bleu_2": 0.14407836211159866, | |
| "bleu_3": 0.07859512978657637, | |
| "bleu_4": 0.0445380521994444, | |
| "meteor": 0.11490104662621775, | |
| "rouge_l": 0.2454833616622336, | |
| "cider": 0.34218183605376024, | |
| "spice": 0.16670194863425725 | |
| } |