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@@ -224,7 +224,7 @@ This model is intended for humanitarian purposes. It should NOT replace certifie
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  - [x] Phase 1.5: Denoising pre-training on 88K Khmer examples
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  - [x] Phase 1: Bidirectional translation fine-tuning on 389K examples
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- - [ ] Phase 2: LoRA fine-tuning on legal glossary (~450 terms)
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  - [ ] Phase 3: Tense augmentation to address temporal bias
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  ## Technical References
 
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  - [x] Phase 1.5: Denoising pre-training on 88K Khmer examples
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  - [x] Phase 1: Bidirectional translation fine-tuning on 389K examples
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+ - [ ] Phase 2: LoRA fine-tuning on legal glossary (~5000 pairs and 450 terms that could work as hard constraints)
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  - [ ] Phase 3: Tense augmentation to address temporal bias
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  ## Technical References