1. Low-End Devices Llm models - a Edge-Quant Collection

Edge-Quant 's Collections

3. High-End Devices Llm models

2. Mid-Range Devices Llm models

1. Low-End Devices Llm models

1. Low-End Devices Llm models

updated Dec 31, 2025

2-4 GB RAM

Edge-Quant/EXAONE-3.5-2.4B-Instruct-Q4_K_M-GGUF

Text Generation • 2B • Updated Dec 9, 2025 • 18
Edge-Quant/aquif-3.6-1B-Q4_K_M-GGUF

Text Generation • 2B • Updated Dec 6, 2025 • 24 • 1
Edge-Quant/gemma-3n-E2B-it-Q4_K_M-GGUF

Image-Text-to-Text • 4B • Updated Nov 29, 2025 • 21 • 1
Edge-Quant/EuroLLM-1.7B-Instruct-Q4_K_M-GGUF

2B • Updated Nov 29, 2025 • 4
Edge-Quant/Transcript-Analytics-SLM1.5b-Q4_K_M-GGUF

2B • Updated Dec 9, 2025 • 3
Edge-Quant/MiniCPM4-0.5B-Q8_0-GGUF

Text Generation • 0.4B • Updated Dec 6, 2025 • 13
Edge-Quant/Jan-v1-edge-Q4_K_M-GGUF

Text Generation • 2B • Updated Dec 5, 2025 • 11
Edge-Quant/SmolLM2-1.7B-Instruct-Q4_K_M-GGUF

Text Generation • 2B • Updated Dec 4, 2025 • 4
Edge-Quant/internlm2-chat-1_8b-Q4_K_M-GGUF

Text Generation • 2B • Updated Dec 4, 2025 • 2
Edge-Quant/h2o-danube3-500m-chat-Q4_K_M-GGUF

Text Generation • 0.5B • Updated Dec 4, 2025 • 6
Edge-Quant/h2o-danube2-1.8b-chat-Q4_K_M-GGUF

Text Generation • 2B • Updated Dec 4, 2025 • 12
Edge-Quant/open1-1.5B-Instruct-Q4_K_M-GGUF

1B • Updated Dec 4, 2025 • 5
Edge-Quant/OpenCoder-1.5B-Instruct-Q4_K_M-GGUF

Text Generation • 2B • Updated Dec 3, 2025 • 8
Edge-Quant/ERNIE-4.5-0.3B-PT-Q4_K_M-GGUF

Text Generation • 0.4B • Updated Dec 2, 2025 • 11
Edge-Quant/Dolphin3.0-Qwen2.5-1.5B-Q4_K_M-GGUF

2B • Updated Dec 2, 2025 • 10
Edge-Quant/ReaderLM-v2-Q4_K_M-GGUF

Text Generation • 2B • Updated Dec 1, 2025 • 2
Edge-Quant/Nemotron-Research-Reasoning-Qwen-1.5B-Q4_K_M-GGUF

Text Generation • 2B • Updated Nov 30, 2025 • 7
Edge-Quant/Hunyuan-1.8B-Instruct-Q4_K_M-GGUF

2B • Updated Nov 30, 2025 • 57
Edge-Quant/glm-edge-1.5b-chat-Q4_K_M-GGUF

Text Generation • 2B • Updated Nov 29, 2025 • 19
Edge-Quant/Llama-3.2-1B-Instruct-Q4_K_M-GGUF

Text Generation • 1B • Updated Nov 29, 2025 • 7
Edge-Quant/gemma-3-1b-it-Q4_K_M-GGUF

Text Generation • 1.0B • Updated Nov 29, 2025 • 7
Edge-Quant/BitCPM4-1B-Q4_K_M-GGUF

Text Generation • 1B • Updated Nov 29, 2025 • 4
Edge-Quant/LFM2-1.2B-Q4_K_M-GGUF

Text Generation • 1B • Updated Nov 28, 2025 • 10
Edge-Quant/Qwen3-VL-2B-Q4_K_M-GGUF

Image-Text-to-Text • 2B • Updated Nov 28, 2025 • 11
Edge-Quant/open0-2-lite-Q4_K_M-GGUF

2B • Updated Nov 28, 2025 • 1
Edge-Quant/granite-4.0-1b-Q4_K_M-GGUF

2B • Updated Nov 28, 2025 • 2
Edge-Quant/granite-4.0-350m-Q8_0-GGUF

0.4B • Updated Dec 11, 2025 • 6
Edge-Quant/Huihui-MoE-1.2B-A0.6B-Q4_K_M-GGUF

Text Generation • 1B • Updated Dec 12, 2025 • 11
Edge-Quant/Huihui-MoE-1B-A0.6B-SFT-Q4_K_M-GGUF

Text Generation • 1B • Updated Dec 12, 2025 • 8
Edge-Quant/MicroThinker-1B-Preview-Q5_K_M-GGUF

Text Generation • 1B • Updated Dec 13, 2025 • 43
Edge-Quant/functiongemma-270m-it-Q8_0-GGUF

Text Generation • 0.3B • Updated Dec 18, 2025 • 17 • 2
zhiyuan8/RWKV-v7-0.4B-G1-GGUF

Text Generation • 0.5B • Updated Jul 21, 2025 • 69
zhiyuan8/RWKV-v7-1.5B-G1-GGUF

Text Generation • 2B • Updated Jul 21, 2025 • 106 • 2
Edge-Quant/OpenReasoning-Nemotron-1.5B-Q4_K_M-GGUF

Text Generation • 2B • Updated Dec 22, 2025 • 5
Edge-Quant/HY-MT1.5-1.8B-Q4_K_M-GGUF

Translation • 2B • Updated Dec 30, 2025 • 5