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Dtype detection from config.json (torch_dtype, quantization_config) with name-token fallback covering FP4, FP8, BF16, FP16, FP32, INT4, INT8, GGUF
MoE detection via config keys (num_experts, num_experts_per_tok), known model_type values, architecture string, and name-token fallback including XB-AYB active-param notation
Reasoning detection via is_thinking config key and name-token fallback (r1, qwq, thinking, cot, o1, thinker, reflect, deepthink)
Modality detection (Text, Image, Audio, Embedding) from config keys (vision_config, audio_config), architecture string, and name-token fallback
Parameter count from safetensors/PyTorch index metadata with name-regex fallback
Script cross-reference against ~/SGLang/ and ~/vLLM/ launch scripts; shows engine badge if found
Custom directory manager — add extra scan paths, shown as separate inventory tables
Auto-tracking of custom local_dir paths used during downloads
GET /api/hf/inventory — scans default HF cache and all saved custom directories
POST /api/hf/inventory/dirs — add a custom scan directory
DELETE /api/hf/inventory/dirs — remove a custom scan directory