luminolous/llama-wikindo-lora

Model Card for Model ID

Information

• Developer: luminolous, elzaff, Ilnaa, rvouyaa
• Finetuned from model: Llama-3.2-3B-unsloth-bnb-4bit
• License: Apache license 2.0

This model was trained 2x faster with Unsloth.

Documentation

📘 See it on colab

Evaluation Score

Metrics	Random Sampling (This repo)	Uniform Sampling	Clusterclip Sampling
BLEU (Mean ± Std)	20.5852 ± 9.0977	20.5419 ± 7.1707	22.2123 ± 6.2882
ROUGE-1 (Mean ± Std)	0.2558 ± 0.0010	0.2493 ± 0.0027	0.2536 ± 0.0003
ROUGE-2 (Mean ± Std)	0.1388 ± 0.0012	0.1325 ± 0.0036	0.1366 ± 0.0034
ROUGE-L (Mean ± Std)	0.2256 ± 0.0013	0.2197 ± 0.0028	0.2223 ± 0.0011
F1 Bert-Score (Mean ± Std)	0.8713 ± 0.0003	0.8694 ± 0.0009	0.8703 ± 0.0007