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The-CoLab/llama3-7b-en2-en1-codeswitching-134k
llama3-7b-en2-en1-codeswitching-134k is a machine learning model from The-CoLab. Use it for the machine learning task on the model card, and read the license before you ship it in a product. The card lists the license as llama3.
LLaMA-3 7B pretrained on English bilingual data (en1 + en2) with code-switching, 134k steps. Uses the en1 embedding matrix (--extractvocab 0) from the 2×vocabulary checkpoint. For the en2 embedding matrix version see…
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From the Hugging Face model README
LLaMA-3 7B pretrained on English bilingual data (en1 + en2) with code-switching, 134k steps.
Uses the en1 embedding matrix (--extract_vocab 0) from the 2×vocabulary checkpoint.
For the en2 embedding matrix version see The-CoLab/llama3-7b-en1-en2-codeswitching-134k.
Final checkpoint: step 133,600
| Validation set | Cross-entropy loss (nats) | Perplexity |
|---|---|---|
| English 1 (en1) | 2.2185 | 9.19 |
| English 2 (en2) | 2.2175 | 9.18 |
See The-CoLab/llama3-7b-en1-en2-codeswitching-134k for training curves (same checkpoint, different embedding extraction).
Part of the The-CoLab multilingual-transfer collection.