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+ ---
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+ license: other
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+ license_name: lfm1.0
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+ license_link: LICENSE
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+ language:
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+ - en
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+ pipeline_tag: image-text-to-text
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+ tags:
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+ - vision
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+ - vlm
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+ - liquid
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+ - lfm2
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+ - lfm2-vl
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+ - edge
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+ - llama.cpp
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+ - gguf
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+ base_model:
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+ - LiquidAI/LFM2-VL-3B
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+ ---
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+
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+ <center>
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+ <div style="text-align: center;">
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+ <img
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+ src="https://cdn-uploads.huggingface.co/production/uploads/61b8e2ba285851687028d395/7_6D7rWrLxp2hb6OHSV1p.png"
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+ alt="Liquid AI"
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+ style="width: 100%; max-width: 66%; height: auto; display: inline-block; margin-bottom: 0.5em; margin-top: 0.5em;"
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+ />
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+ </div>
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+
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+ <a href="https://playground.liquid.ai/chat">
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+ <svg width="114.8" height="20" viewBox="0 0 1300 200" xmlns="http://www.w3.org/2000/svg" role="img" aria-label="Liquid Playground" style="margin-bottom: 1em;">
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+ <title>Liquid: Playground</title>
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+ <g>
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+ <rect fill="url(#x)" x="600" width="700" height="200"></rect>
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+ </g>
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+ <g transform="translate(20, 30) scale(0.4, 0.4)">
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+ <path d="M172.314 129.313L172.219 129.367L206.125 188.18C210.671 195.154 213.324 203.457 213.324 212.382C213.324 220.834 210.956 228.739 206.839 235.479L275.924 213.178L167.853 33.6L141.827 76.9614L172.314 129.313Z" fill="black"/>
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+ <path d="M114.217 302.4L168.492 257.003C168.447 257.003 168.397 257.003 168.352 257.003C143.515 257.003 123.385 237.027 123.385 212.387C123.385 203.487 126.023 195.204 130.55 188.24L162.621 132.503L135.966 86.7327L60.0762 213.183L114.127 302.4H114.217Z" fill="black"/>
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+ <path d="M191.435 250.681C191.435 250.681 191.43 250.681 191.425 250.686L129.71 302.4H221.294L267.71 226.593L191.435 250.686V250.681Z" fill="black"/>
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+ </g>
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+ <g aria-hidden="true" fill="#fff" text-anchor="start" font-family="Verdana,DejaVu Sans,sans-serif" font-size="110">
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+ <text x="200" y="148" textLength="329" fill="#000" opacity="0.1">Liquid</text>
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+ <text x="190" y="138" textLength="329" fill="#000">Liquid</text>
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+ <text x="655" y="148" textLength="619" fill="#000" opacity="0.1">Playground</text>
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+ <text x="645" y="138" textLength="619">Playground</text>
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+ </g>
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+
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+ <linearGradient id="x" x1="0%" y1="0%" x2="100%" y2="0%">
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+ <stop offset="0%" style="stop-color:#000000"></stop>
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+ <stop offset="100%" style="stop-color:#000000"></stop>
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+ </linearGradient>
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+ </svg>
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+ </a>
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+ </center>
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+
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+ # LFM2-VL-3B-GGUF
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+
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+ LFM2-VL is a new generation of vision models developed by [Liquid AI](https://www.liquid.ai/), specifically designed for edge AI and on-device deployment. It sets a new standard in terms of quality, speed, and memory efficiency.
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+
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+ Find more details in the original model card: https://huggingface.co/LiquidAI/LFM2-VL-3B
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+
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+ ## 🏃 How to run LFM2-VL
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+
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+ Example usage with [llama.cpp](https://github.com/ggml-org/llama.cpp):
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+
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+ full precision (F16/F16):
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+
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+ ```
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+ llama-mtmd-cli -hf LiquidAI/LFM2-VL-3B-GGUF:F16
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+ ```
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+
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+ fastest inference (Q4_0/Q8_0):
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+
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+ ```
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+ llama-mtmd-cli -hf LiquidAI/LFM2-VL-3B-GGUF:Q4_0
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+ ```