benchmark_matrix.csv

model_id,base_model,architecture,params_m,quantization,size_mb,task,device_serial,device_model,chipset,chipset_family,cpu_cores,ram_gb,android_version,prompt_tps,generation_tps,tokens_per_second,notes
dispatchAI/Qwen2.5-0.5B-Instruct-mobile-int4,Qwen/Qwen2.5-0.5B-Instruct,Qwen2.5,500,int4,350,text-generation,R3CN509PLHA,SM-G981V,Snapdragon 865,Qualcomm,8,8,13,47.5,9.8,9.8,"Stable, good quality"
dispatchAI/Qwen2.5-0.5B-Instruct-mobile-int4,Qwen/Qwen2.5-0.5B-Instruct,Qwen2.5,500,int4,350,text-generation,R3CN50A0HSV,SM-G981V,Snapdragon 865,Qualcomm,8,8,13,45.2,9.5,9.5,Stable
dispatchAI/Qwen2.5-0.5B-Instruct-mobile-int4,Qwen/Qwen2.5-0.5B-Instruct,Qwen2.5,500,int4,350,text-generation,R3CN50AXHWE,SM-G981V,Snapdragon 865,Qualcomm,8,8,13,43.8,9.2,9.2,Stable
dispatchAI/Llama-3.2-1B-Instruct-mobile,meta-llama/Llama-3.2-1B-Instruct,Llama-3.2,1000,fp16,2000,text-generation,R3CN509PLHA,SM-G981V,Snapdragon 865,Qualcomm,8,8,13,28.0,6.5,6.5,"Usable, moderate speed"
dispatchAI/Llama-3.2-1B-Instruct-mobile,meta-llama/Llama-3.2-1B-Instruct,Llama-3.2,1000,fp16,2000,text-generation,R3CN50A0HSV,SM-G981V,Snapdragon 865,Qualcomm,8,8,13,27.5,6.3,6.3,Usable
dispatchAI/SmolLM2-360M-Instruct-mobile,HuggingFaceTB/SmolLM2-360M-Instruct,SmolLM2,360,fp16,720,text-generation,R3CN509PLHA,SM-G981V,Snapdragon 865,Qualcomm,8,8,13,55.0,12.1,12.1,Good speed/quality balance
dispatchAI/SmolLM2-360M-Instruct-mobile,HuggingFaceTB/SmolLM2-360M-Instruct,SmolLM2,360,fp16,720,text-generation,R3CN50A0HSV,SM-G981V,Snapdragon 865,Qualcomm,8,8,13,53.2,11.8,11.8,Good balance
dispatchAI/SmolLM2-135M-Instruct-mobile,HuggingFaceTB/SmolLM2-135M-Instruct,SmolLM2,135,fp16,270,text-generation,R3CN509PLHA,SM-G981V,Snapdragon 865,Qualcomm,8,8,13,85.0,18.3,18.3,"Very fast, limited quality"
dispatchAI/SmolLM2-135M-Instruct-mobile,HuggingFaceTB/SmolLM2-135M-Instruct,SmolLM2,135,fp16,270,text-generation,R3CN50A0HSV,SM-G981V,Snapdragon 865,Qualcomm,8,8,13,82.5,17.8,17.8,Very fast
dispatchAI/TinyLlama-1.1B-Chat-Q5-mobile,TinyLlama/TinyLlama-1.1B-Chat-v1.0,Llama-2,1100,Q5_K_M,450,text-generation,R3CN509PLHA,SM-G981V,Snapdragon 865,Qualcomm,8,8,13,26.5,6.2,6.2,"Q5 quant, stable"
dispatchAI/Qwen2.5-1.5B-Instruct-Q5-mobile,Qwen/Qwen2.5-1.5B-Instruct,Qwen2.5,1500,Q5_K_M,900,text-generation,R3CN509PLHA,SM-G981V,Snapdragon 865,Qualcomm,8,8,13,18.0,4.2,4.2,Slower but higher quality
dispatchAI/Gemma-2-2B-IT-Q5-mobile,google/gemma-2-2b-it,Gemma-2,2000,Q5_K_M,1300,text-generation,R3CN509PLHA,SM-G981V,Snapdragon 865,Qualcomm,8,8,13,12.5,3.0,3.0,Slow but best quality
dispatchAI/Phi-3.5-mini-instruct-Q5-mobile,microsoft/Phi-3.5-mini-instruct,Phi-3.5,2000,Q5_K_M,1300,text-generation,R3CN509PLHA,SM-G981V,Snapdragon 865,Qualcomm,8,8,13,13.0,3.1,3.1,Comparable to Gemma