Model Detail
LFM2.5-ColBERT-350M-GGUF
—LFM2.5-ColBERT-350M-GGUF is a large language model released by LiquidAI. The model is registered under the sentence-similarity pipeline tag on Hugging Face, distributed under a other license.
Distribution is governed by the other license — review the exact terms before commercial deployment.
LFM2.5-ColBERT-350M-GGUF is best fit for general-purpose chat and instruction-following workloads. Treat this as a starting matrix rather than a benchmark verdict — the right deployment usually depends on the specific evaluation suite that mirrors your workload.
Run fast, private agents on-device with LFM2.5-24B-A2B
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Up to 3.2x Faster Inference with LFM2.5-DSpark
LFM2.5-Encoders for Fast Long-Context Inference on CPU
Masked Diffusion Language Models are Strong and Steerable Text-Based World Models for Agentic RL
arXiv:2607.16204v1 Announce Type: new Abstract: Recent growth in reinforcement learning (RL) has surfaced a need for diverse, specialized training environments. Hand-curated environments with fixed task and reward difficulties become ineffective signals as model performance improves, and sparse rewa
