| [ |
| { |
| "error": "Model produces gibberish", |
| "cause": "Wrong chat_format", |
| "fix": "Set chat_format parameter (llama-3 for SmolLM/Llama, chatml for Qwen, gemma for Gemma)" |
| }, |
| { |
| "error": "Model repeats itself", |
| "cause": "Small model limitation", |
| "fix": "Use a larger model or lower temperature (0.3)" |
| }, |
| { |
| "error": "Model ignores instructions", |
| "cause": "Raw text completion instead of chat", |
| "fix": "Use create_chat_completion() not __call__()" |
| }, |
| { |
| "error": "Out of memory on phone", |
| "cause": "Model too large for RAM", |
| "fix": "Use Q4_K_M quant or smaller model (SmolLM2-135M = 101MB)" |
| }, |
| { |
| "error": "Very slow inference", |
| "cause": "Large model on weak hardware", |
| "fix": "Use 135M or 500M model, or Q4 quantization" |
| }, |
| { |
| "error": "Model loads but no output", |
| "cause": "Interactive mode in llama-cli", |
| "fix": "Add -st flag for single-turn mode" |
| }, |
| { |
| "error": "ADB push fails on Windows", |
| "cause": "MSYS path conversion", |
| "fix": "Use MSYS_NO_PATHCONV=1 before adb command" |
| }, |
| { |
| "error": "Arabic text garbled", |
| "cause": "Tokenizer not supporting Arabic", |
| "fix": "Use Gemma-2B-Arabic with gemma chat format" |
| }, |
| { |
| "error": "Function calling fails", |
| "cause": "Model not fine-tuned for FC", |
| "fix": "Use strong system prompt with function definitions" |
| }, |
| { |
| "error": "Model says 'I don't know'", |
| "cause": "Small model knowledge limit", |
| "fix": "Use larger model (1B+) for factual questions" |
| } |
| ] |
