Daniel van Strien(@vanstriendaniel):@liquidai AI just released LFM2.5 encoders small bidirectional models with 8k context. I've added a training recipe for fine-tuning them on @huggingface Jobs (works for any encoder), and used it to train a classifier that suggests task categories for Hub datasets from their READMEs. One command, 20 minutes on an A100, about $0.80.

Daniel van Strien

@vanstriendaniel

Machine Learning Librarian @huggingface 🤗 I like big datasets and small models.

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Daniel van Strien@vanstriendaniel

2026.07.29 12:33

@liquidai AI just released LFM2.5 encoders small bidirectional models with 8k context. I've added a training recipe for fine-tuning them on @huggingface Jobs (works for any encoder), and used it to train a classifier that suggests task categories for Hub datasets from their READMEs. One command, 20 minutes on an A100, about $0.80.