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5 changes: 2 additions & 3 deletions lfm/models/complete-library.mdx
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---
title: "Liquid Foundation Models"
description: "Liquid Foundation Models (LFMs) are a new class of multimodal architectures built for fast inference and on-device deployment. Browse all available models and formats here."

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---

<div className="capabilities">
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Purpose-built models for classification, routing, and scoring.
</Card>

<Card title="Liquid Nanos" icon="sparkles" href="/lfm/models/liquid-nanos">

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Task-specific models for extraction, summarization, RAG, and translation.
</Card>

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- **GGUF** — Best for local CPU/GPU inference on any platform. Use with [llama.cpp](/deployment/on-device/llama-cpp), [LM Studio](/deployment/on-device/lm-studio), [Ollama](/deployment/on-device/ollama), or [Atomic Chat](/deployment/on-device/atomic-chat). Append `-GGUF` to any model name.
- **MLX** — Best for Mac users with Apple Silicon. Leverages unified memory for fast inference via [MLX](/deployment/on-device/mlx) or [Atomic Chat](/deployment/on-device/atomic-chat). Browse at [mlx-community](https://huggingface.co/mlx-community/collections?search=LFM).
- **ONNX** — Best for production deployments and edge devices. Cross-platform with ONNX Runtime across CPUs, GPUs, and accelerators. Append `-ONNX` to any model name.

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### Quantization

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| [LFM2.5-Audio-1.5B](/lfm/models/lfm25-audio-1.5b) | LFM2.5 (Latest release) | [✓](https://huggingface.co/LiquidAI/LFM2.5-Audio-1.5B) | [✓](https://huggingface.co/LiquidAI/LFM2.5-Audio-1.5B-GGUF) | ✗ | [✓](https://huggingface.co/LiquidAI/LFM2.5-Audio-1.5B-ONNX) | Yes (TRL) |
| [LFM2.5-Audio-1.5B-JP](/lfm/models/lfm25-audio-1.5b-jp) | LFM2.5 (Latest release) | [✓](https://huggingface.co/LiquidAI/LFM2.5-Audio-1.5B-JP) | [✓](https://huggingface.co/LiquidAI/LFM2.5-Audio-1.5B-JP-GGUF) | ✗ | ✗ | Yes (TRL) |
| [LFM2-Audio-1.5B](/lfm/models/lfm2-audio-1.5b) | LFM2 | [✓](https://huggingface.co/LiquidAI/LFM2-Audio-1.5B) | [✓](https://huggingface.co/LiquidAI/LFM2-Audio-1.5B-GGUF) | ✗ | ✗ | No |
| **Decision Models** | | | | | | |
| [d1](/lfm/models/decision-models) | d1 | API | — | — | — | No |
| **Liquid Nanos** | | | | | | |
| [LFM2.5-VL-1.6B-Extract](/lfm/models/lfm25-vl-1.6b-extract) | LFM2.5 (Latest release) | [✓](https://huggingface.co/LiquidAI/LFM2.5-VL-1.6B-Extract) | [✓](https://huggingface.co/LiquidAI/LFM2.5-VL-1.6B-Extract-GGUF) | ✗ | ✗ | Yes (TRL) |
| [LFM2.5-VL-450M-Extract](/lfm/models/lfm25-vl-450m-extract) | LFM2.5 (Latest release) | [✓](https://huggingface.co/LiquidAI/LFM2.5-VL-450M-Extract) | [✓](https://huggingface.co/LiquidAI/LFM2.5-VL-450M-Extract-GGUF) | ✗ | ✗ | Yes (TRL) |
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| [LFM2-350M-PII-Extract-JP](/lfm/models/lfm2-350m-pii-extract-jp) | LFM2 | [✓](https://huggingface.co/LiquidAI/LFM2-350M-PII-Extract-JP) | [✓](https://huggingface.co/LiquidAI/LFM2-350M-PII-Extract-JP-GGUF) | ✗ | ✗ | Yes (TRL) |
| [LFM2-2.6B-Transcript](/lfm/models/lfm2-2.6b-transcript) | LFM2 | [✓](https://huggingface.co/LiquidAI/LFM2-2.6B-Transcript) | [✓](https://huggingface.co/LiquidAI/LFM2-2.6B-Transcript-GGUF) | ✗ | [✓](https://huggingface.co/onnx-community/LFM2-2.6B-Transcript-ONNX) | Yes (TRL) |

| **Decision Models** | | | | | | |
| [d1](/lfm/models/decision-models) | d1 | API | — | — | — | No |

<Note>Looking for an older model? Deprecated models and their recommended replacements are listed on the [Deprecations](/lfm/help/deprecations) page.</Note>
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