LiquidAI/LFM2.5-2.6B-GGUF
text-generation model by LiquidAI
Older snapshot: check the original source for current information.
From the publisher
Model card & documentation
Source previewRead the publisher’s intended use, setup instructions, evaluations and limitations. The original model card is the source of truth.
LFM2.5 is a new family of hybrid models designed for on-device deployment. It builds on the LFM2 architecture with extended pre-training and reinforcement learning. Find more details in the original model card: https://huggingface.co/LiquidAI/LFM2.5-2.6B Example usage with llama.cpp: The Quantization-Aware Distillation (QAD) checkpoint is available as LFM2.5-2.6B-QAD-Q40.gguf. This is distinct from the post-training-quantized LFM2.5-2.6B-Q40.gguf; both use the GGUF Q40 format. The original FP32 QAD source checkpoint is available in qad/, with its model config, tokenizer, generation defaults, and the same…
Read the full model card ↗ · Preview checked 2026-10-30T09:04:29.309Z
Inside the original model card — Document outline
Headings are captured from the source. Links open the publisher’s document, not a locally hosted copy.
Links from the model card
References supplied by the publisher, not independently verified endorsements. Check the destination before downloading files or entering credentials.
Documentation belongs to its respective authors. Reported project/model license: other. A listing is not a grant of reuse or training rights. Confirm the document’s own terms at the source.
Model overview
LiquidAI/LFM2.5-2.6B-GGUF is a text-generation model repository published by LiquidAI on Hugging Face. The source reports the gguf library.
This page summarizes Hub metadata. For intended use, training data, evaluation results and limitations, consult the original model card.
Model facts
- Task
- text-generation
- Library
- gguf
- Recent downloads (30 days)
- 782,006
- Cumulative likes
- 386
- Hugging Face trending score
- 12
- Reported safetensors parameters
- Not reported
- Architecture
- Not reported
- License
- other
- Access
- Not gated by Hugging Face
- Created
- 2026-08-01T22:42:15.000Z
- Last modified
- 2026-09-22T20:42:43.000Z
Compatibility and lineage
Reported languages: ar, zh, en, fr, de, hi, id, it, ja, ko, pl, pt, ru, es, th, vi
Reported base models: LiquidAI/LFM2.5-2.6B
Parameter count is not a RAM/VRAM requirement. Check precision, quantization, context length and runtime compatibility in the model card; no hardware or API-cost claim is inferred here.
Use and evaluate
Check license terms and access requirements first. Review the model card’s documented loading instructions, evaluations and safety limitations. Benchmark scores are not imported by this directory, and popularity is not an accuracy ranking.
No model weights are downloaded or executed by AltAPIs. Never enable remote model code without reviewing it.
Source and freshness
Source: Hugging Face Hub. Metadata observed 2026-10-20T06:44:37.096Z. Daily imports are snapshots, not real-time monitoring.
Popularity and source listings do not establish security, suitability, licensing rights or benchmark performance.