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eo-mt-v7-mini – AI Model by jensjepsen | AlphaNeural AI
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eo-mt-v7-mini
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safetensors
marian
translation
esperanto
eo
en
apache-2.0
us
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Deploy
eo-mt-v7-mini
30M-parameter Marian MT model for English ↔ Esperanto, trained on
jensjepsen/esperanto-mt-parallel
(5.1M sentence pairs).
Offline FLORES devtest, en→eo, sacrebleu lowercase=True (full 1012 pairs):
Metric
Score
BLEU
30.55
chrF
61.08
chrF++
58.20
Roughly matches
eo-mt-v6
(BLEU 31.00, 60M params) at half the parameter count. Above NLLB-200-distilled-600M (BLEU 29.28).
Tokenizer is SentencePiece,
case-folding
: outputs are always lowercase. Use
--lowercase
for apples-to-apples sacrebleu.
Training: fp16 on a 1080 Ti, 3 epochs, 24h wall time, batch 64 × grad-accum 2. Architecture: d_model 384, 4+4 enc/dec layers, 6 heads, ffn 1536.
