A lightweight model to do machine translation from Ukrainian to English based on recently published LFM2 model. Use demo to test it. Facts: — Fine-tuned with 40M samples (filtered by quality metric) from ~53.5M for 1.4 epochs — 354M params — Requires 1 GB of RAM to run with bf16 — BLEU on FLORES-200: 36.27 — Tokens per second: 229.93 (bs=1), 1664.40 (bs=10), 8392.48 (bs=64) — License: lfm1.0 Info: — Model name is inherited from name of Sergiy Kulyk who was chargé d’affaires of Ukraine in the United States — Learning Rate: 3e-5 — Learning Rate scheduler type: cosine — Warmup Ratio: 0.05 — Max length: 2048 —
Модальности:
Генерация текста
Области применения:
Диалог / чат
Задача: Генерация текста
Автор: Yehor
Теги: gguf, lfm2, liquid, edge, conversational, en, uk, model-index
Лайков: 3 | Загрузок: 1,024
Описание основано на материалах HuggingFace. Перевод выполнен автоматически.
