Related Issues (20)
- Obtain high quality Serbian parallel corpus (currently 0 support in our public bi-text)
- Setup a pipeline for mined data (use Allen AI's OSS dataset replication)
- Understand how to do 4-stage curriculum learning from the paper
- Estimate the necessary compute and number of GPUs for Open-NLLB effort
- Get a compute grant
- [Modeling] Release a 615M HBS (Croatian, Bosnian, Serbian) Open-NLLB checkpoint
- [Modeling] Release a 1.3B Slavic languages Open-NLLB checkpoint
- [Modeling] Release a 3.3B Open-NLLB checkpoint (~202 languages)
- [Modeling] Release a 615M English -> HBS Open-NLLB checkpoint
- [Data] Acquire additional high-quality (non-public) parallel corpora for HBS
- [Future - outside current project scope] 7B lang-family-specific Open-NLLB checkpoint
- [Future - outside current project scope] non-English LLMs (Serbian LLM, etc.)
- Weird line length spikes in Serbian, Croatian, Bosnian (data analysis task) HOT 4
- MinHash: benchmark memory, speed and accuracy with varying r and b HOT 1
- Creation of a small model file for a few languages
- Standard Moroccan Tamazight is mislabeled
- Native language visualizations HOT 2
- LID model peak probabilities
- Choosing the LID model
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