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Jonna Matthiesen

JonnaMat

embedl

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replied to their post about 12 hours ago

Qwen3.5 on-device benchmarks on the Nvidia Jetson lineup are now live 🚀 We've added the latest Qwen3.5 models (0 8B - 9B) to our on-device inference benchmarks (Nvidia Jetson Orin Nano Super, AGX Orin, AGX Thor). 👉 Explore TPS, TTFT, E2E latency, and TPOT. Measured on real hardware: https://huggingface.co/spaces/embedl/Edge-Inference-Benchmarks 🌟 Stay tuned for additional benchmarks and Embedl-optimized models: Enabling models run faster and on less expensive hardware. If you're working on edge LLM deployment, we'd love to discuss your use case.

posted an update about 12 hours ago

Qwen3.5 on-device benchmarks on the Nvidia Jetson lineup are now live 🚀 We've added the latest Qwen3.5 models (0 8B - 9B) to our on-device inference benchmarks (Nvidia Jetson Orin Nano Super, AGX Orin, AGX Thor). 👉 Explore TPS, TTFT, E2E latency, and TPOT. Measured on real hardware: https://huggingface.co/spaces/embedl/Edge-Inference-Benchmarks 🌟 Stay tuned for additional benchmarks and Embedl-optimized models: Enabling models run faster and on less expensive hardware. If you're working on edge LLM deployment, we'd love to discuss your use case.

updated a Space about 16 hours ago

embedl/Edge-Inference-Benchmarks

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liked a Space 3 days ago

Edge Inference Benchmarks

On-Device benchmarks across devices and models.

liked 2 models 8 days ago

embedl/Cosmos-Reason2-2B-W4A16-Edge2

Image-Text-to-Text • 2B • Updated 3 days ago • 10.1k • 10

embedl/Cosmos-Reason2-2B-NVFP4A16

Image-Text-to-Text • 2B • Updated 3 days ago • 260 • 2

liked a model 12 days ago

embedl/Cosmos-Reason2-2B-W4A16

Image-Text-to-Text • 2B • Updated 3 days ago • 7.52k • 7

liked a model 19 days ago

embedl/gemma-3-270m-it-FlashHead

Updated Dec 20, 2025 • 25 • 4

liked 8 models 3 months ago

embedl/Llama-3.2-3B-Instruct-FlashHead-W4A16

1B • Updated Dec 16, 2025 • 5 • 4

embedl/gemma-3-1b-it-FlashHead-W4A16

0.4B • Updated Dec 16, 2025 • 3

embedl/Llama-3.2-3B-Instruct-FlashHead

3B • Updated Dec 16, 2025 • 37 • 4

embedl/gemma-3-1b-it-FlashHead

1.0B • Updated Dec 16, 2025 • 5 • 2

embedl/Llama-3.2-1B-Instruct-FlashHead-W4A16

0.7B • Updated Dec 16, 2025 • 1 • 6

embedl/Qwen3-1.7B-FlashHead-W4A16

0.8B • Updated Dec 16, 2025 • 1 • 3

embedl/Qwen3-1.7B-FlashHead

2B • Updated Dec 9, 2025 • 26 • 2

embedl/Llama-3.2-1B-Instruct-FlashHead

1B • Updated Dec 16, 2025 • 21 • 4