Multilingual-Transfer
Collection
Pretraining models to find what allows multilingual transfer • 30 items • Updated • 2
LLaMA-3 7B pretrained on English and translated Russian data, 134k steps (injection fix v2).
Final checkpoint: step 133,600
| Validation set | Cross-entropy loss (nats) | Perplexity |
|---|---|---|
| English (en) | 2.2451 | 9.44 |
RU (ru) |
1.8733 | 6.51 |
Note: The training config had a copy-paste bug: the Russian validation dataloader (
fineweb2-hq-ru) was keyed"ar"instead of"ru", causing the log to showar validate. The validation data and loss value are correct Russian validation. Rerun with corrected injection config (Buckwalter transliteration fix + injection count fix).
EEE-format evaluation results are stored under eval_results/eee/ in this repository.
Tasks: Global MMLU (EN/RU), PIQA, ECLeKTic, Fictive Entity (2-rate mix).
Part of the The-CoLab multilingual-transfer collection.