| [ | |
| { | |
| "level": "Q2_K", | |
| "size_vs_fp16": "25%", | |
| "quality": "75%", | |
| "use_case": "Ultra-low RAM (1GB devices)", | |
| "recommended": false | |
| }, | |
| { | |
| "level": "Q3_K_M", | |
| "size_vs_fp16": "30%", | |
| "quality": "85%", | |
| "use_case": "Very constrained devices", | |
| "recommended": false | |
| }, | |
| { | |
| "level": "Q4_K_M", | |
| "size_vs_fp16": "40%", | |
| "quality": "92%", | |
| "use_case": "Sweet spot for mobile", | |
| "recommended": true | |
| }, | |
| { | |
| "level": "Q5_K_M", | |
| "size_vs_fp16": "50%", | |
| "quality": "95%", | |
| "use_case": "Quality-sensitive mobile", | |
| "recommended": true | |
| }, | |
| { | |
| "level": "Q6_K", | |
| "size_vs_fp16": "60%", | |
| "quality": "97%", | |
| "use_case": "Near-lossless mobile", | |
| "recommended": false | |
| }, | |
| { | |
| "level": "Q8_0", | |
| "size_vs_fp16": "70%", | |
| "quality": "98%", | |
| "use_case": "High-quality, smaller than FP16", | |
| "recommended": false | |
| }, | |
| { | |
| "level": "F16", | |
| "size_vs_fp16": "100%", | |
| "quality": "100%", | |
| "use_case": "Reference / debugging", | |
| "recommended": false | |
| } | |
| ] |