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deepseek-v4-flash-spark-exl3-vllm-cpp
DeepSeek V4 Flash's Spark and GB10-oriented REAP-K216 EXL3 checkpoint, served by vllm.cpp. It needs CUDA and roughly 100 GiB for its large rank-sliced checkpoint. The repository is pinned to its latest recorded revision. vllm.cpp's existing runtime evidence measured the older 22f28d32b9b29b4352eaa380ff8c2c170b2847ab revision; this entry does not claim that the newer revision has passed the same end-to-end gate.

Repository: localai

speechbrain-ecapa-tdnn
Speaker (voice) recognition with SpeechBrain's ECAPA-TDNN trained on VoxCeleb. 192-d L2-normalised embeddings, ~1.9% Equal Error Rate on VoxCeleb1-O. APACHE 2.0 — commercial-safe. The checkpoint is auto-downloaded from HuggingFace on first LoadModel (no separate weight file in gallery `files:`). Points at the upstream SpeechBrain HF repo directly — same bytes every deployment.

Repository: localaiLicense: apache-2.0

voice-detect-ecapa-tdnn
Speaker (voice) recognition with SpeechBrain's ECAPA-TDNN trained on VoxCeleb, ported to C++/ggml and shipped as a single GGUF for the `voice-detect` backend. 192-d L2-normalised embeddings, ~1.9% Equal Error Rate on VoxCeleb1-O. APACHE 2.0 - commercial-safe. No Python / torch runtime: voice-detect.cpp reads the embedding architecture (`voicedetect.arch`) directly from the GGUF metadata, so installing this entry is all that is needed to select ECAPA-TDNN. Drives the VoiceVerify / VoiceEmbed gRPC rpcs and the /v1/voice/{verify,embed,register,identify,forget} REST endpoints.

Repository: localaiLicense: apache-2.0