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LLM Inference on Edge: A Fun and Easy Guide to run LLMs via React Native on your Phone!

Hugging Face · published 7 March 2025

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https://github.com/MekkCyber/EdgeLLM
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https://huggingface.co/
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https://github.com/ggml-org/llama.cpp/pull/1684
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https://huggingface.co/HuggingFaceTB/SmolLM2-1.7B-Instruct
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https://huggingface.co/Qwen/Qwen2-0.5B-Instruct
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https://huggingface.co/meta-llama/Llama-3.2-1B-Instruct
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https://nodejs.org/en/download
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https://www.lambdatest.com/test-on-iphone-simulator
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https://www.browserstack.com/test-on-ios-simulator
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https://www.browserstack.com/guide/difference-between-emulator-and-simulator
browserstack.com
https://docs.expo.dev/workflow/android-studio-emulator/
docs.expo.dev
https://github.com/mybigday/llama.rn
github.com
https://github.com/ggerganov/llama.cpp
github.com
https://github.com/MekkCyber/EdgeLLM/blob/main/quantize_gguf.py
github.com
https://huggingface.co/medmekk/Llama-3.2-1B-Instruct-GGUF
huggingface.co
https://huggingface.co/meta-llama/Llama-3.2-1B
huggingface.co
https://github.com/MekkCyber/EdgeLLM/blob/first_checkpoint/EdgeLLMBasic/App.tsx
github.com
https://github.com/MekkCyber/EdgeLLM/blob/main/EdgeLLMBasic/src/api/model.ts
github.com
https://github.com/MekkCyber/EdgeLLM/blob/main/EdgeLLMBasic/src/components/ProgressBar.tsx
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https://github.com/MekkCyber/EdgeLLM/blob/second_checkpoint/EdgeLLMBasic/App.tsx
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https://huggingface.co/datasets/huggingface/documentation-images/resolve/main/blog/llm-inferencen-on-edge/llama_context.png
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https://github.com/MekkCyber/EdgeLLM/blob/third_checkpoint/EdgeLLMBasic/App.tsx
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https://github.com/MekkCyber/EdgeLLM/blob/fourth_checkpoint/EdgeLLMBasic/App.tsx
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https://github.com/MekkCyber/EdgeLLM/blob/main/EdgeLLMBasic/App.tsx
github.com
https://github.com/MekkCyber/EdgeLLM/blob/fifth_checkpoint/EdgeLLMBasic/App.tsx
github.com
https://github.com/MekkCyber/EdgeLLM/tree/main/EdgeLLMPlus
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https://huggingface.co/datasets/huggingface/documentation-images/resolve/main/blog/llm-inferencen-on-edge/dev_tools.png
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