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Commits on Oct 4, 2026

• server: separate legacy and experimental parallel jobs runtimes (#715)

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  mirek190

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Commits on Oct 3, 2026

• Add OWSM v4 and OWSM-CTC v4 (#774)

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Commits on Oct 2, 2026

• fix(torch_bin): honour _rebuild_tensor_v2 storage_offset and reject non-contiguous tensors (#757)

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  Zhuoxi2000

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Commits on Oct 1, 2026

• fix(safetensors): bound nesting depth when skipping __metadata__ (#753)

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  Zhuoxi2000

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• Add Index-Echo S2TT translation models (#755)

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• fix(model-manager): reduce inventory DNS lookups (#752)

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• Add Smart Turn v3.2 offline turn detection (#743)

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• Add Sidon speech restoration model support (#742)

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Commits on Sep 30, 2026

• Add opt-in SSM and projection support for CUDA and Vulkan (#713)

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Commits on Sep 29, 2026

• Organize framework components by responsibility (#734)

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• Echo-TTS VRAM improvements (#731)

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  lojack5

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Commits on Sep 28, 2026

• Clarify shared decoder and model architecture names (#725)

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• Rename shared HuBERT encoder as Wav2Vec2 runtime (#724)

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Commits on Sep 27, 2026

• Add native SAM Audio separation (#711)

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Commits on Sep 26, 2026

• Avoid eSpeak cache publication race

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• Add optimized Maya1 TTS support (#707)

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• confucius4_r2t2: make streaming chunks incremental instead of O(utterance) (#696)

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Commits on Sep 25, 2026

• nemotron_3_diar: write speaker probabilities as safetensors (#686)

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  LysanderdeJong

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• nemotron_asr: move options to the model spec (#685)

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  LysanderdeJong

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• metrics: process peak memory in --metrics, reserved-vs-used per ggml context in --log (#688)

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  engival

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• moss_ttsd: hold the encoder at its stored type and widen to f32 in the graph (#690)

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  christopherthompson81

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Commits on Sep 24, 2026

• moss_ttsd: take #674's f16 decoder and KV cache, keep the encoder at f32 (#687)

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  christopherthompson81

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• Reduce MOSS-TTS v1.5 GPU memory usage (#674)

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• moss_ttsd: MOSS-TTSD, and share the moss_tts_delay prompt assembly (#652)

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• higgs_audio_tts: optimize CUDA KV-cache transitions (#669)

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Commits on Sep 23, 2026

• moss codec: the Nano decoder attended over twice its intended window (fixes #663) (#664)

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  christopherthompson81

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• Clarify VAD audio chunking errors

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Commits on Sep 22, 2026

• gguf: quantize a tensor's rows in parallel (#649)

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• feat(audio8_tts): Falcon-H1 0.1B (Mamba2 + attention) support and codec/AR performance (#444)

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  gqf2008

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Commits on Sep 21, 2026

• Add shared mel and reference audio frontends (#629)

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• moss_tts_v15: MOSS-TTS-v1.5, and promote the moss_tts_delay family runtimes (#631)

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  christopherthompson81

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Commits on Sep 20, 2026

• Share a configurable NeMo mel frontend across ASR models (#628)

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• Rebuild an ASR encoder graph when the cached one is too big (#619)

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  christopherthompson81

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Commits on Sep 19, 2026

• feat(model): add Confucius4-R2T2 real-time streaming ASR (r2t2_asr) (#604)

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  davidxifeng

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• zipvoice: add k2-fsa ZipVoice community TTS with zh/en frontend (#599)

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  davidxifeng

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