Publish Ming 3.0 TTS Tiny hybrid conversion for Glade

.gitattributes

@@ -33,3 +33,12 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
 *.zip filter=lfs diff=lfs merge=lfs -text
 *.zst filter=lfs diff=lfs merge=lfs -text
 *tfevents* filter=lfs diff=lfs merge=lfs -text
+audio/aggregator.aimodel/main.mlirb filter=lfs diff=lfs merge=lfs -text
+audio/codec-0.aimodel/main.mlirb filter=lfs diff=lfs merge=lfs -text
+audio/codec-1.aimodel/main.mlirb filter=lfs diff=lfs merge=lfs -text
+audio/encoder-0.aimodel/main.mlirb filter=lfs diff=lfs merge=lfs -text
+audio/encoder-1.aimodel/main.mlirb filter=lfs diff=lfs merge=lfs -text
+audio/encoder-aggregator-0.aimodel/main.mlirb filter=lfs diff=lfs merge=lfs -text
+audio/flow.aimodel/main.mlirb filter=lfs diff=lfs merge=lfs -text
+audio/resources.f32 filter=lfs diff=lfs merge=lfs -text
+tokenizer.json filter=lfs diff=lfs merge=lfs -text

CODE-LICENSE

@@ -0,0 +1,650 @@
+inclusionAI/Ming-3.0-tts
+
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+Kaldi
+
+
+ Update to legal notice, made Feb 2012, modified Sep 2013.  We would like to
+ clarify that we are using a convention where multiple names in the Apache
+ copyright headers, for example
+
+  // Copyright 2009-2012  Yanmin Qian  Arnab Ghoshal
+  //                2013  Vassil Panayotov
+
+ does not signify joint ownership of copyright of that file, except in cases
+ where all those names were present in the original release made in March 2011--
+ you can use the version history to work this out, if this matters to you.
+ Instead, we intend that those contributors who later modified the file, agree
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+ signifying this is to duplicate the Apache headers at the top of each file each
+ time a change is made by a different author, but this would quickly become
+ impractical.
+
+ Where the copyright header says something like:
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+ // Copyright    2013   Johns Hopkins University (author: Daniel Povey)
+
+ it is because the individual who wrote the code was at that institution as an
+ employee, so the copyright is owned by the university (and we will have checked
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+
+ it does not imply that Arnab was working for Microsoft, it is because someone
+ else contributed to the file while working at Microsoft (this would be Daniel
+ Povey, in fact, who was working at Microsoft Research at the outset of the
+ project).
+
+ The list of authors of each file is in an essentially arbitrary order, but is
+ often chronological if they contributed in different years.
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+ The original legal notice is below.  Note: we are continuing to modify it by
+ adding the names of new contributors, but at any given time, the list may
+ be out of date.
+
+---
+                          Legal Notices
+
+Each of the files comprising Kaldi v1.0 have been separately licensed by
+their respective author(s) under the terms of the Apache License v 2.0 (set
+forth below).  The source code headers for each file specifies the individual
+authors and source material for that file as well the corresponding copyright
+notice.  For reference purposes only: A cumulative list of all individual
+contributors and original source material as well as the full text of the Apache
+License v 2.0 are set forth below.
+
+Individual Contributors (in alphabetical order)
+
+      Albert Vernon
+      Alexander Solovets
+      Allen Guo
+      Ariya Rastrow
+      Arnab Ghoshal
+      Cisco Corporation
+      Daniel Galvez
+      Daniel Povey
+      Danijel Korzinek
+      David Snyder
+      Dogan Can
+      Eduardo Silva
+      Ewald Enzinger
+      Gaofeng Cheng
+      Gaurav Kumar
+      Georg Stemmer
+      Gilles Boulianne
+      Go Vivace Inc.
+      Guoguo Chen
+      Haihua Xu
+      Hainan Xu
+      Hendy Irawan
+      Hossein Hadian
+      Ilya Edrenkin
+      Jan "Yenda" Trmal
+      Jan Silovsky
+      Joachim Fainberg
+      Johns Hopkins University
+      Karel Vesely
+      Ke Li
+      Kirill Katsnelson
+      Lucas Ondel
+      Lukas Burget
+      Lv Hang
+      Matthew Maciejewski
+      Microsoft Corporation
+      Minhua Wu
+      Mirko Hannemann
+      Mohit Agarwal
+      Navdeep Jaitly
+      Nickolay V. Shmyrev
+      Omid Sadjadi
+      Ondrej Glembek
+      Ondrej Platek
+      Pavel Denisov
+      Pawel Swietojanski
+      Pegah Ghahremani
+      Peter Smit
+      Petr Motlicek
+      Petr Schwarz
+      Phonexia s.r.o.
+      Saarland University
+      Shinji Watanabe
+      Shiyin Kang
+      Tanel Alumae
+      Tom Ko
+      Vassil Panayotov
+      Vijayaditya Peddinti
+      Vimal Manohar
+      Vincent Nguyen
+      Xiaohui Zhang
+      Xingyu Na
+      Yajie Miao
+      Yanmin Qian
+      Yiming Wang
+      Yiwen Shao
+
+Other Source Material
+
+    This project includes a port and modification of materials from JAMA: A Java
+  Matrix Package under the following notice: "This software is a cooperative
+  product of The MathWorks and the National Institute of Standards and Technology
+  (NIST) which has been released to the public domain." This notice and the
+  original code is available at http://math.nist.gov/javanumerics/jama/
+
+   This project includes a modified version of code published in Malvar, H.,
+  "Signal processing with lapped transforms," Artech House, Inc., 1992.  The
+  current copyright holder, Henrique S. Malvar, has given his permission for the
+  release of this modified version under the Apache License 2.0.
+
+  This project includes material from the OpenFST Library v1.2.7 available at
+  http://www.openfst.org and released under the Apache License v. 2.0.
+
+  [OpenFst COPYING file begins here]
+
+    Licensed under the Apache License, Version 2.0 (the "License");
+    you may not use these files except in compliance with the License.
+    You may obtain a copy of the License at
+
+       http://www.apache.org/licenses/LICENSE-2.0
+
+    Unless required by applicable law or agreed to in writing, software
+    distributed under the License is distributed on an "AS IS" BASIS,
+    WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+    See the License for the specific language governing permissions and
+    limitations under the License.
+
+    Copyright 2005-2010 Google, Inc.
+
+  [OpenFst COPYING file ends here]
+
+
+ -------------------------------------------------------------------------
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+

LICENSE

@@ -0,0 +1,21 @@
+MIT License
+
+Copyright (c) 2025 inclusionAI
+
+Permission is hereby granted, free of charge, to any person obtaining a copy
+of this software and associated documentation files (the "Software"), to deal
+in the Software without restriction, including without limitation the rights
+to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
+copies of the Software, and to permit persons to whom the Software is
+furnished to do so, subject to the following conditions:
+
+The above copyright notice and this permission notice shall be included in all
+copies or substantial portions of the Software.
+
+THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
+IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
+FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
+AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
+LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
+OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
+SOFTWARE.

NOTICE

@@ -0,0 +1,7 @@
+Ming 3.0 TTS Tiny
+
+Native model and prompt implementations adapt inclusionAI/Ming-3.0-tts, copyright (c) 2025 inclusionAI, under MIT.
+Kimi Delta Attention follows FLA 0.4.2 equations and numerical conventions, copyright (c) 2023-2025 Songlin Yang, with source credits to Yu Zhang and the Moonshot AI Team, under MIT. No upstream Triton/CUDA kernels are included.
+The CAMP+ architecture is from 3D-Speaker, copyright 3D-Speaker, under Apache License 2.0; weights come from the Ming Tiny checkpoint.
+Reference resampling follows TorchAudio's Hann-sinc implementation, copyright (c) 2017 Facebook Inc. (Soumith Chintala), under BSD 2-Clause. Log-mel features use Kaldi under Apache License 2.0.
+Complete corresponding license texts are retained in CODE-LICENSE.

README.md

@@ -0,0 +1,128 @@
+---
+license: mit
+base_model: inclusionAI/Ming-3.0-tts-tiny
+base_model_relation: quantized
+pipeline_tag: text-to-speech
+language: [zh, en, de, es, fr, ko, ja]
+tags: [glade, mlx, coreai, apple-silicon, neural-engine, ming, text-to-speech]
+---
+
+# Ming 3.0 TTS Tiny for Glade
+
+Hybrid conversion of [Ming 3.0 TTS Tiny](https://huggingface.co/inclusionAI/Ming-3.0-tts-tiny).
+The **7.9B-parameter mixture-of-experts language backbone** runs through Swift
+MLX on the GPU; Core AI handles audio aggregation, flow inference and AudioVAE.
+The complete checkpoint contains **8,980,997,932 learned parameters** before
+quantization, excluding registered buffers and the separately distributed CAMP+
+speaker encoder. Output is **44.1 kHz mono**. Despite the name, this is a large
+model: this conversion is qualified on a **16 GB M3 MacBook Air**.
+
+## Using the bundle
+
+Download one repository snapshot and keep the language, audio and speaker
+directories together. The optional `GladeMingTiny` product exposes
+`MingTinyModelBundle` and `MingTinySynthesizer`, including ordinary-text requests,
+the upstream task prompts and the common ordered TTS session interface. Python
+is not an application dependency. Core AI requires macOS 27 or iOS 27; iPhone
+execution and memory fit are not qualified here.
+
+```sh
+hf download coder543/ming-3.0-tts-tiny-glade --local-dir ./ming-tiny
+glade tts --model ./ming-tiny --text "Welcome to the glade." \
+  --voice US_James --output speech.wav
+```
+
+The built-in Chinese/English presets require no reference recording. Ordinary
+prompted speech instead requires reference audio **and its matching transcript**.
+Speaker-only controls, voice design, free-form instructions, paralinguistic
+speech and ordered multi-speaker scripts retain their separate upstream task
+contracts. Seven language controls are supported: Chinese, English, German,
+Spanish, French, Korean and Japanese. No voice recording is bundled here.
+
+Each request produces a complete upstream utterance, preserving its silence.
+Online delivery orders completed requests; it does not stream unfinished latent
+frames. The default phased policy releases language weights before waveform
+rendering. Resident execution is also available. Memory mapping lets the OS
+manage file-backed pages; it does not remove the language model's working set.
+
+## Representation and runtime contract
+
+- `language/`: aligned, memory-mapped language weights. Routed experts use affine
+  4-bit groups of 64. Other learned matrices retain BF16; recurrent state, router
+  weights and decay parameters use FP32. The unused vocabulary head is omitted
+  because speech consumes final hidden states. No additional training is applied.
+- `audio/`: INT8-weight/FP16-activation Core AI flow and aggregation graphs,
+  AudioVAE reference encoder/decoder graphs and host reconstruction resources.
+- `speaker/`: the original CAMP+ weights and native MLX network description,
+  with the source Kaldi filterbank and full-reference pooling conventions.
+- The 24 language layers alternate three Kimi Delta Attention layers with one
+  multi-latent attention layer. The first feed-forward layer is dense; later
+  layers select eight of 128 routed experts and add a shared expert.
+- Prompt and generated positions share a 4,096-position budget. The original
+  old-shift generation loop retains its terminal latent and emits 13–250 latents
+  at 12.5 Hz. The common interface reports an unfinished capped utterance as a
+  runout rather than presenting it as complete speech.
+- The sampler uses ten EPSS Euler steps, guidance
+  `unconditional + 2 * (conditional - unconditional)`, sigma 0.25, temperature 0
+  and sway -1. Noise/state are FP32; velocity, guidance and time increments
+  reproduce the original BF16 rounding boundaries. Metadata records the complete
+  sampler contract and default seeds.
+
+## Measured Mac performance
+
+M3 MacBook Air, 16 GB, macOS 27.0.1; Release Glade runtime, `US_James`, seed 1234,
+phased execution. The complete ordinary-text input is:
+
+> Sunlight pours through the trees. A gentle breeze moves across the clearing. Welcome to Glade.
+
+One same-text warmup precedes three measured passes. Initial preparation and WAV
+writing are excluded; recurring phase loads, text preparation, language/flow
+generation and waveform reconstruction are included.
+
+| Pass | Audio | Generation | RTFx |
+| --- | ---: | ---: | ---: |
+| 1 | 6.72 s | 14.895 s | 0.451× |
+| 2 | 6.72 s | 18.717 s | 0.359× |
+| 3 | 6.72 s | 13.535 s | 0.497× |
+| Median | 6.72 s | 14.895 s | **0.451×** |
+
+A separate hardware trace confirms GPU language prefill/decode and ANE execution
+for all 840 flow, 83 aggregation and 22 waveform-decoder calls. No GPU intervals
+appear within those audio graph scopes. The capture is excluded from timing.
+ANE attribution uses exact call counts and temporal containment; these events do
+not measure arithmetic or bandwidth utilization.
+
+The mapped language file is **5.8 GB** (decimal). MLX reports peaks of **5.9 GB
+active** and **0.9 GB cached** allocations, sampled independently. These cannot
+be added into a measured simultaneous peak. The process physical-footprint plus
+Neural Engine no-footprint ledger peaks at 1.4 GB, but **does not cover the
+mapped GPU model's complete memory requirement**.
+
+## Qualification and limits
+
+Numerical controls cover original tasks/tokenization, speaker features/network
+output, KDA/MLA recurrent states, flow sampling, reference conditioning and
+waveform reconstruction. Original-code controls use the exact packed expert
+values to distinguish quantization from native implementation differences.
+Retained final-condition RMS differences are 3.31–12.42% across the examined
+language steps/prefill partitions. Discrete expert routing can amplify small
+arithmetic differences; internal RMS is not a perceptual speech-quality score.
+
+Cohere Transcribe recovers every source word from the short native English
+output. Repeated runs produce identical PCM, so they are one distinct audio
+check. Separate reference-conditioned checks recover the intended English,
+Chinese and German text. Reference choice matters: one German sentence with
+an English synthetic reference stops early in both Glade and the original BF16
+implementation, while other tested references complete it. These checks do not
+qualify every voice/language combination or long-form generation. No smartphone
+performance or memory-fit claim is made.
+
+## Attribution
+
+Checkpoint revision: `b170071302cb0b06435ea784787b119f40a08be8`.
+Source implementation: [inclusionAI/Ming-3.0-tts](https://github.com/inclusionAI/Ming-3.0-tts),
+revision `e999c39fa676722aaa9ea29b5aa19a90525b271f`.
+Weights and source use MIT. `LICENSE`, `NOTICE` and `CODE-LICENSE` retain the
+Ming, FLA, CAMP+/3D-Speaker, TorchAudio and Kaldi credits and license texts.
+Core AI assets omit authoring debug locations while preserving graph signatures
+and operation statistics. Device specialization caches are not distributed.

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+      "id": "灵信远_生气",
+      "language": "zh"
+    },
+    {
+      "id": "灵信远_厌恶",
+      "language": "zh"
+    },
+    {
+      "id": "灵信远_惊讶",
+      "language": "zh"
+    },
+    {
+      "id": "灵信远_高兴",
+      "language": "zh"
+    },
+    {
+      "id": "灵信远_恐惧",
+      "language": "zh"
+    },
+    {
+      "id": "灵信远_中性",
+      "language": "zh"
+    },
+    {
+      "id": "灵信远_悲伤",
+      "language": "zh"
+    },
+    {
+      "id": "灵思齐_高兴",
+      "language": "zh"
+    },
+    {
+      "id": "灵思齐_恐惧",
+      "language": "zh"
+    },
+    {
+      "id": "灵思齐_生气",
+      "language": "zh"
+    },
+    {
+      "id": "灵思齐_厌恶",
+      "language": "zh"
+    },
+    {
+      "id": "灵思齐_中性",
+      "language": "zh"
+    },
+    {
+      "id": "灵思齐_惊讶",
+      "language": "zh"
+    },
+    {
+      "id": "灵思齐_悲伤",
+      "language": "zh"
+    },
+    {
+      "id": "灵叙柔_高兴",
+      "language": "zh"
+    },
+    {
+      "id": "灵叙柔_恐惧",
+      "language": "zh"
+    },
+    {
+      "id": "灵叙柔_惊讶",
+      "language": "zh"
+    },
+    {
+      "id": "灵叙柔_悲伤",
+      "language": "zh"
+    },
+    {
+      "id": "灵叙柔_生气",
+      "language": "zh"
+    },
+    {
+      "id": "灵叙柔_中性",
+      "language": "zh"
+    },
+    {
+      "id": "灵叙柔_厌恶",
+      "language": "zh"
+    },
+    {
+      "id": "灵绮木_悲伤",
+      "language": "zh"
+    },
+    {
+      "id": "灵绮木_厌恶",
+      "language": "zh"
+    },
+    {
+      "id": "灵绮木_中性",
+      "language": "zh"
+    },
+    {
+      "id": "灵绮木_恐惧",
+      "language": "zh"
+    },
+    {
+      "id": "灵绮木_惊讶",
+      "language": "zh"
+    },
+    {
+      "id": "灵绮木_高兴",
+      "language": "zh"
+    },
+    {
+      "id": "灵绮木_生气",
+      "language": "zh"
+    },
+    {
+      "id": "灵书悦_恐惧",
+      "language": "zh"
+    },
+    {
+      "id": "灵书悦_厌恶",
+      "language": "zh"
+    },
+    {
+      "id": "灵书悦_高兴",
+      "language": "zh"
+    },
+    {
+      "id": "灵书悦_惊讶",
+      "language": "zh"
+    },
+    {
+      "id": "灵书悦_悲伤",
+      "language": "zh"
+    },
+    {
+      "id": "灵书悦_生气",
+      "language": "zh"
+    },
+    {
+      "id": "灵书悦_中性",
+      "language": "zh"
+    },
+    {
+      "id": "灵渊霆_厌恶",
+      "language": "zh"
+    },
+    {
+      "id": "灵渊霆_中性",
+      "language": "zh"
+    },
+    {
+      "id": "灵渊霆_恐惧",
+      "language": "zh"
+    },
+    {
+      "id": "灵渊霆_惊讶",
+      "language": "zh"
+    },
+    {
+      "id": "灵渊霆_悲伤",
+      "language": "zh"
+    },
+    {
+      "id": "灵渊霆_生气",
+      "language": "zh"
+    },
+    {
+      "id": "灵渊霆_高兴",
+      "language": "zh"
+    },
+    {
+      "id": "灵素心_高兴",
+      "language": "zh"
+    },
+    {
+      "id": "灵素心_惊讶",
+      "language": "zh"
+    },
+    {
+      "id": "灵素心_恐惧",
+      "language": "zh"
+    },
+    {
+      "id": "灵素心_中性",
+      "language": "zh"
+    },
+    {
+      "id": "灵素心_生气",
+      "language": "zh"
+    },
+    {
+      "id": "灵素心_悲伤",
+      "language": "zh"
+    },
+    {
+      "id": "灵素心_厌恶",
+      "language": "zh"
+    },
+    {
+      "id": "灵晓声_惊讶",
+      "language": "zh"
+    },
+    {
+      "id": "灵晓声_厌恶",
+      "language": "zh"
+    },
+    {
+      "id": "灵晓声_高兴",
+      "language": "zh"
+    },
+    {
+      "id": "灵晓声_生气",
+      "language": "zh"
+    },
+    {
+      "id": "灵晓声_中性",
+      "language": "zh"
+    },
+    {
+      "id": "灵晓声_悲伤",
+      "language": "zh"
+    },
+    {
+      "id": "灵风信_生气",
+      "language": "zh"
+    },
+    {
+      "id": "灵风信_中性",
+      "language": "zh"
+    },
+    {
+      "id": "灵风信_厌恶",
+      "language": "zh"
+    },
+    {
+      "id": "灵风信_高兴",
+      "language": "zh"
+    },
+    {
+      "id": "灵风信_惊讶",
+      "language": "zh"
+    },
+    {
+      "id": "灵风信_悲伤",
+      "language": "zh"
+    },
+    {
+      "id": "灵风信_恐惧",
+      "language": "zh"
+    },
+    {
+      "id": "灵采薇_惊讶",
+      "language": "zh"
+    },
+    {
+      "id": "灵采薇_厌恶",
+      "language": "zh"
+    },
+    {
+      "id": "灵采薇_恐惧",
+      "language": "zh"
+    },
+    {
+      "id": "灵采薇_生气",
+      "language": "zh"
+    },
+    {
+      "id": "灵采薇_悲伤",
+      "language": "zh"
+    },
+    {
+      "id": "灵采薇_中性",
+      "language": "zh"
+    },
+    {
+      "id": "灵采薇_高兴",
+      "language": "zh"
+    },
+    {
+      "id": "灵卓然_厌恶",
+      "language": "zh"
+    },
+    {
+      "id": "灵卓然_中性",
+      "language": "zh"
+    },
+    {
+      "id": "灵卓然_恐惧",
+      "language": "zh"
+    },
+    {
+      "id": "灵卓然_惊讶",
+      "language": "zh"
+    },
+    {
+      "id": "灵卓然_高兴",
+      "language": "zh"
+    },
+    {
+      "id": "灵卓然_悲伤",
+      "language": "zh"
+    },
+    {
+      "id": "灵卓然_生气",
+      "language": "zh"
+    },
+    {
+      "id": "灵惜梦_中性",
+      "language": "zh"
+    },
+    {
+      "id": "灵惜梦_厌恶",
+      "language": "zh"
+    },
+    {
+      "id": "灵惜梦_高兴",
+      "language": "zh"
+    },
+    {
+      "id": "灵惜梦_悲伤",
+      "language": "zh"
+    },
+    {
+      "id": "灵惜梦_恐惧",
+      "language": "zh"
+    },
+    {
+      "id": "灵惜梦_惊讶",
+      "language": "zh"
+    },
+    {
+      "id": "灵惜梦_生气",
+      "language": "zh"
+    },
+    {
+      "id": "灵浅忧_高兴",
+      "language": "zh"
+    },
+    {
+      "id": "灵浅忧_生气",
+      "language": "zh"
+    },
+    {
+      "id": "灵浅忧_厌恶",
+      "language": "zh"
+    },
+    {
+      "id": "灵浅忧_悲伤",
+      "language": "zh"
+    },
+    {
+      "id": "灵浅忧_惊讶",
+      "language": "zh"
+    },
+    {
+      "id": "灵浅忧_恐惧",
+      "language": "zh"
+    },
+    {
+      "id": "灵浅忧_中性",
+      "language": "zh"
+    },
+    {
+      "id": "灵昭野_生气",
+      "language": "zh"
+    },
+    {
+      "id": "灵昭野_高兴",
+      "language": "zh"
+    },
+    {
+      "id": "灵昭野_悲伤",
+      "language": "zh"
+    },
+    {
+      "id": "灵昭野_中性",
+      "language": "zh"
+    },
+    {
+      "id": "灵昭野_厌恶",
+      "language": "zh"
+    },
+    {
+      "id": "灵昭野_恐惧",
+      "language": "zh"
+    },
+    {
+      "id": "灵昭野_惊讶",
+      "language": "zh"
+    },
+    {
+      "id": "灵心澜_厌恶",
+      "language": "zh"
+    },
+    {
+      "id": "灵心澜_惊讶",
+      "language": "zh"
+    },
+    {
+      "id": "灵心澜_生气",
+      "language": "zh"
+    },
+    {
+      "id": "灵心澜_中性",
+      "language": "zh"
+    },
+    {
+      "id": "灵心澜_高兴",
+      "language": "zh"
+    },
+    {
+      "id": "灵心澜_悲伤",
+      "language": "zh"
+    },
+    {
+      "id": "灵心澜_恐惧",
+      "language": "zh"
+    },
+    {
+      "id": "灵犀言_悲伤",
+      "language": "zh"
+    },
+    {
+      "id": "灵犀言_厌恶",
+      "language": "zh"
+    },
+    {
+      "id": "灵犀言_恐惧",
+      "language": "zh"
+    },
+    {
+      "id": "灵犀言_中性",
+      "language": "zh"
+    },
+    {
+      "id": "灵犀言_惊讶",
+      "language": "zh"
+    },
+    {
+      "id": "灵犀言_高兴",
+      "language": "zh"
+    },
+    {
+      "id": "灵犀言_生气",
+      "language": "zh"
+    },
+    {
+      "id": "灵语冰_悲伤",
+      "language": "zh"
+    },
+    {
+      "id": "灵语冰_厌恶",
+      "language": "zh"
+    },
+    {
+      "id": "灵语冰_高兴",
+      "language": "zh"
+    },
+    {
+      "id": "灵语冰_恐惧",
+      "language": "zh"
+    },
+    {
+      "id": "灵语冰_惊讶",
+      "language": "zh"
+    },
+    {
+      "id": "灵语冰_中性",
+      "language": "zh"
+    },
+    {
+      "id": "灵语冰_生气",
+      "language": "zh"
+    },
+    {
+      "id": "灵逸风_生气",
+      "language": "zh"
+    },
+    {
+      "id": "灵逸风_悲伤",
+      "language": "zh"
+    },
+    {
+      "id": "灵逸风_惊讶",
+      "language": "zh"
+    },
+    {
+      "id": "灵逸风_中性",
+      "language": "zh"
+    },
+    {
+      "id": "灵逸风_恐惧",
+      "language": "zh"
+    },
+    {
+      "id": "灵逸风_高兴",
+      "language": "zh"
+    },
+    {
+      "id": "灵逸风_厌恶",
+      "language": "zh"
+    },
+    {
+      "id": "灵悦澜_中性",
+      "language": "zh"
+    },
+    {
+      "id": "灵悦澜_高兴",
+      "language": "zh"
+    },
+    {
+      "id": "灵悦澜_厌恶",
+      "language": "zh"
+    },
+    {
+      "id": "灵悦澜_恐惧",
+      "language": "zh"
+    },
+    {
+      "id": "灵悦澜_生气",
+      "language": "zh"
+    },
+    {
+      "id": "灵悦澜_悲伤",
+      "language": "zh"
+    },
+    {
+      "id": "灵悦澜_惊讶",
+      "language": "zh"
+    },
+    {
+      "id": "灵惊鸿_厌恶",
+      "language": "zh"
+    },
+    {
+      "id": "灵惊鸿_高兴",
+      "language": "zh"
+    },
+    {
+      "id": "灵惊鸿_中性",
+      "language": "zh"
+    },
+    {
+      "id": "灵惊鸿_惊讶",
+      "language": "zh"
+    },
+    {
+      "id": "灵惊鸿_恐惧",
+      "language": "zh"
+    },
+    {
+      "id": "灵惊鸿_生气",
+      "language": "zh"
+    },
+    {
+      "id": "灵惊鸿_悲伤",
+      "language": "zh"
+    },
+    {
+      "id": "灵御心_高兴",
+      "language": "zh"
+    },
+    {
+      "id": "灵御心_中性",
+      "language": "zh"
+    },
+    {
+      "id": "灵御心_生气",
+      "language": "zh"
+    },
+    {
+      "id": "灵御心_恐惧",
+      "language": "zh"
+    },
+    {
+      "id": "灵御心_厌恶",
+      "language": "zh"
+    },
+    {
+      "id": "灵御心_惊讶",
+      "language": "zh"
+    },
+    {
+      "id": "灵御心_悲伤",
+      "language": "zh"
+    },
+    {
+      "id": "灵语恬_厌恶",
+      "language": "zh"
+    },
+    {
+      "id": "灵语恬_高兴",
+      "language": "zh"
+    },
+    {
+      "id": "灵语恬_恐惧",
+      "language": "zh"
+    },
+    {
+      "id": "灵语恬_悲伤",
+      "language": "zh"
+    },
+    {
+      "id": "灵语恬_惊讶",
+      "language": "zh"
+    },
+    {
+      "id": "灵语恬_生气",
+      "language": "zh"
+    },
+    {
+      "id": "灵语恬_中性",
+      "language": "zh"
+    },
+    {
+      "id": "灵心恬_厌恶",
+      "language": "zh"
+    },
+    {
+      "id": "灵心恬_惊讶",
+      "language": "zh"
+    },
+    {
+      "id": "灵心恬_悲伤",
+      "language": "zh"
+    },
+    {
+      "id": "灵心恬_中性",
+      "language": "zh"
+    },
+    {
+      "id": "灵心恬_恐惧",
+      "language": "zh"
+    },
+    {
+      "id": "灵心恬_高兴",
+      "language": "zh"
+    },
+    {
+      "id": "灵心恬_生气",
+      "language": "zh"
+    },
+    {
+      "id": "灵惜蕊_惊讶",
+      "language": "zh"
+    },
+    {
+      "id": "灵惜蕊_厌恶",
+      "language": "zh"
+    },
+    {
+      "id": "灵惜蕊_恐惧",
+      "language": "zh"
+    },
+    {
+      "id": "灵惜蕊_高兴",
+      "language": "zh"
+    },
+    {
+      "id": "灵惜蕊_中性",
+      "language": "zh"
+    },
+    {
+      "id": "灵惜蕊_悲伤",
+      "language": "zh"
+    },
+    {
+      "id": "灵惜蕊_生气",
+      "language": "zh"
+    },
+    {
+      "id": "灵语萱_厌恶",
+      "language": "zh"
+    },
+    {
+      "id": "灵语萱_高兴",
+      "language": "zh"
+    },
+    {
+      "id": "灵语萱_惊讶",
+      "language": "zh"
+    },
+    {
+      "id": "灵语萱_恐惧",
+      "language": "zh"
+    },
+    {
+      "id": "灵语萱_生气",
+      "language": "zh"
+    },
+    {
+      "id": "灵语萱_悲伤",
+      "language": "zh"
+    },
+    {
+      "id": "灵语萱_中性",
+      "language": "zh"
+    },
+    {
+      "id": "灵语烟_生气",
+      "language": "zh"
+    },
+    {
+      "id": "灵语烟_恐惧",
+      "language": "zh"
+    },
+    {
+      "id": "灵语烟_中性",
+      "language": "zh"
+    },
+    {
+      "id": "灵语烟_厌恶",
+      "language": "zh"
+    },
+    {
+      "id": "灵语烟_惊讶",
+      "language": "zh"
+    },
+    {
+      "id": "灵语烟_高兴",
+      "language": "zh"
+    },
+    {
+      "id": "灵语烟_悲伤",
+      "language": "zh"
+    },
+    {
+      "id": "灵律雅_恐惧",
+      "language": "zh"
+    },
+    {
+      "id": "灵律雅_生气",
+      "language": "zh"
+    },
+    {
+      "id": "灵律雅_惊讶",
+      "language": "zh"
+    },
+    {
+      "id": "灵律雅_高兴",
+      "language": "zh"
+    },
+    {
+      "id": "灵律雅_厌恶",
+      "language": "zh"
+    },
+    {
+      "id": "灵律雅_中性",
+      "language": "zh"
+    },
+    {
+      "id": "灵律雅_悲伤",
+      "language": "zh"
+    },
+    {
+      "id": "灵惊涛_厌恶",
+      "language": "zh"
+    },
+    {
+      "id": "灵惊涛_恐惧",
+      "language": "zh"
+    },
+    {
+      "id": "灵惊涛_高兴",
+      "language": "zh"
+    },
+    {
+      "id": "灵惊涛_悲伤",
+      "language": "zh"
+    },
+    {
+      "id": "灵惊涛_中性",
+      "language": "zh"
+    },
+    {
+      "id": "灵惊涛_惊讶",
+      "language": "zh"
+    },
+    {
+      "id": "灵惊涛_生气",
+      "language": "zh"
+    },
+    {
+      "id": "灵寒陌_生气",
+      "language": "zh"
+    },
+    {
+      "id": "灵寒陌_厌恶",
+      "language": "zh"
+    },
+    {
+      "id": "灵寒陌_恐惧",
+      "language": "zh"
+    },
+    {
+      "id": "灵寒陌_高兴",
+      "language": "zh"
+    },
+    {
+      "id": "灵寒陌_中性",
+      "language": "zh"
+    },
+    {
+      "id": "灵寒陌_惊讶",
+      "language": "zh"
+    },
+    {
+      "id": "灵寒陌_悲伤",
+      "language": "zh"
+    },
+    {
+      "id": "灵决冥_悲伤",
+      "language": "zh"
+    },
+    {
+      "id": "灵决冥_厌恶",
+      "language": "zh"
+    },
+    {
+      "id": "灵决冥_生气",
+      "language": "zh"
+    },
+    {
+      "id": "灵决冥_中性",
+      "language": "zh"
+    },
+    {
+      "id": "灵决冥_惊讶",
+      "language": "zh"
+    },
+    {
+      "id": "灵决冥_恐惧",
+      "language": "zh"
+    },
+    {
+      "id": "灵决冥_高兴",
+      "language": "zh"
+    },
+    {
+      "id": "灵亦尘_中性",
+      "language": "zh"
+    },
+    {
+      "id": "灵亦尘_厌恶",
+      "language": "zh"
+    },
+    {
+      "id": "灵亦尘_高兴",
+      "language": "zh"
+    },
+    {
+      "id": "灵亦尘_恐惧",
+      "language": "zh"
+    },
+    {
+      "id": "灵亦尘_生气",
+      "language": "zh"
+    },
+    {
+      "id": "灵亦尘_悲伤",
+      "language": "zh"
+    },
+    {
+      "id": "灵亦尘_惊讶",
+      "language": "zh"
+    },
+    {
+      "id": "灵语尘_生气",
+      "language": "zh"
+    },
+    {
+      "id": "灵语尘_高兴",
+      "language": "zh"
+    },
+    {
+      "id": "灵语尘_厌恶",
+      "language": "zh"
+    },
+    {
+      "id": "灵语尘_惊讶",
+      "language": "zh"
+    },
+    {
+      "id": "灵语尘_中性",
+      "language": "zh"
+    },
+    {
+      "id": "灵语尘_悲伤",
+      "language": "zh"
+    },
+    {
+      "id": "灵语尘_恐惧",
+      "language": "zh"
+    },
+    {
+      "id": "灵慈萱_高兴",
+      "language": "zh"
+    },
+    {
+      "id": "灵慈萱_厌恶",
+      "language": "zh"
+    },
+    {
+      "id": "灵慈萱_惊讶",
+      "language": "zh"
+    },
+    {
+      "id": "灵慈萱_生气",
+      "language": "zh"
+    },
+    {
+      "id": "灵慈萱_中性",
+      "language": "zh"
+    },
+    {
+      "id": "灵慈萱_悲伤",
+      "language": "zh"
+    },
+    {
+      "id": "灵慈萱_恐惧",
+      "language": "zh"
+    },
+    {
+      "id": "灵妙音_中性",
+      "language": "zh"
+    },
+    {
+      "id": "灵妙音_悲伤",
+      "language": "zh"
+    },
+    {
+      "id": "灵妙音_惊讶",
+      "language": "zh"
+    },
+    {
+      "id": "灵妙音_厌恶",
+      "language": "zh"
+    },
+    {
+      "id": "灵妙音_生气",
+      "language": "zh"
+    },
+    {
+      "id": "灵妙音_高兴",
+      "language": "zh"
+    },
+    {
+      "id": "灵妙音_恐惧",
+      "language": "zh"
+    },
+    {
+      "id": "灵断尘_悲伤",
+      "language": "zh"
+    },
+    {
+      "id": "灵断尘_高兴",
+      "language": "zh"
+    },
+    {
+      "id": "灵断尘_惊讶",
+      "language": "zh"
+    },
+    {
+      "id": "灵断尘_恐惧",
+      "language": "zh"
+    },
+    {
+      "id": "灵断尘_中性",
+      "language": "zh"
+    },
+    {
+      "id": "灵断尘_生气",
+      "language": "zh"
+    },
+    {
+      "id": "灵断尘_厌恶",
+      "language": "zh"
+    },
+    {
+      "id": "灵悦兮_高兴",
+      "language": "zh"
+    },
+    {
+      "id": "灵悦兮_中性",
+      "language": "zh"
+    },
+    {
+      "id": "灵悦兮_生气",
+      "language": "zh"
+    },
+    {
+      "id": "灵悦兮_惊讶",
+      "language": "zh"
+    },
+    {
+      "id": "灵悦兮_厌恶",
+      "language": "zh"
+    },
+    {
+      "id": "灵悦兮_悲伤",
+      "language": "zh"
+    },
+    {
+      "id": "灵悦兮_恐惧",
+      "language": "zh"
+    },
+    {
+      "id": "灵若虚_恐惧",
+      "language": "zh"
+    },
+    {
+      "id": "灵若虚_惊讶",
+      "language": "zh"
+    },
+    {
+      "id": "灵若虚_中性",
+      "language": "zh"
+    },
+    {
+      "id": "灵若虚_悲伤",
+      "language": "zh"
+    },
+    {
+      "id": "灵若虚_高兴",
+      "language": "zh"
+    },
+    {
+      "id": "灵若虚_厌恶",
+      "language": "zh"
+    },
+    {
+      "id": "灵若虚_生气",
+      "language": "zh"
+    },
+    {
+      "id": "灵熙婉_厌恶",
+      "language": "zh"
+    },
+    {
+      "id": "灵熙婉_生气",
+      "language": "zh"
+    },
+    {
+      "id": "灵熙婉_惊讶",
+      "language": "zh"
+    },
+    {
+      "id": "灵熙婉_高兴",
+      "language": "zh"
+    },
+    {
+      "id": "灵熙婉_中性",
+      "language": "zh"
+    },
+    {
+      "id": "灵熙婉_恐惧",
+      "language": "zh"
+    },
+    {
+      "id": "灵熙婉_悲伤",
+      "language": "zh"
+    },
+    {
+      "id": "灵旭扬_中性",
+      "language": "zh"
+    },
+    {
+      "id": "灵旭扬_生气",
+      "language": "zh"
+    },
+    {
+      "id": "灵旭扬_恐惧",
+      "language": "zh"
+    },
+    {
+      "id": "灵旭扬_高兴",
+      "language": "zh"
+    },
+    {
+      "id": "灵旭扬_惊讶",
+      "language": "zh"
+    },
+    {
+      "id": "灵旭扬_悲伤",
+      "language": "zh"
+    },
+    {
+      "id": "灵旭扬_厌恶",
+      "language": "zh"
+    },
+    {
+      "id": "灵阅川_生气",
+      "language": "zh"
+    },
+    {
+      "id": "灵阅川_悲伤",
+      "language": "zh"
+    },
+    {
+      "id": "灵阅川_高兴",
+      "language": "zh"
+    },
+    {
+      "id": "灵阅川_厌恶",
+      "language": "zh"
+    },
+    {
+      "id": "灵阅川_惊讶",
+      "language": "zh"
+    },
+    {
+      "id": "灵阅川_中性",
+      "language": "zh"
+    },
+    {
+      "id": "灵阅川_恐惧",
+      "language": "zh"
+    },
+    {
+      "id": "灵未央_高兴",
+      "language": "zh"
+    },
+    {
+      "id": "灵未央_中性",
+      "language": "zh"
+    },
+    {
+      "id": "灵未央_惊讶",
+      "language": "zh"
+    },
+    {
+      "id": "灵未央_悲伤",
+      "language": "zh"
+    },
+    {
+      "id": "灵未央_厌恶",
+      "language": "zh"
+    },
+    {
+      "id": "灵未央_恐惧",
+      "language": "zh"
+    },
+    {
+      "id": "灵未央_生气",
+      "language": "zh"
+    },
+    {
+      "id": "灵妩月_厌恶",
+      "language": "zh"
+    },
+    {
+      "id": "灵妩月_生气",
+      "language": "zh"
+    },
+    {
+      "id": "灵妩月_中性",
+      "language": "zh"
+    },
+    {
+      "id": "灵妩月_惊讶",
+      "language": "zh"
+    },
+    {
+      "id": "灵妩月_恐惧",
+      "language": "zh"
+    },
+    {
+      "id": "灵妩月_高兴",
+      "language": "zh"
+    },
+    {
+      "id": "灵妩月_悲伤",
+      "language": "zh"
+    },
+    {
+      "id": "灵梦瑶_中性",
+      "language": "zh"
+    },
+    {
+      "id": "灵梦瑶_恐惧",
+      "language": "zh"
+    },
+    {
+      "id": "灵梦瑶_高兴",
+      "language": "zh"
+    },
+    {
+      "id": "灵梦瑶_悲伤",
+      "language": "zh"
+    },
+    {
+      "id": "灵梦瑶_惊讶",
+      "language": "zh"
+    },
+    {
+      "id": "灵梦瑶_生气",
+      "language": "zh"
+    },
+    {
+      "id": "灵妙声_中性",
+      "language": "zh"
+    },
+    {
+      "id": "灵妙声_恐惧",
+      "language": "zh"
+    },
+    {
+      "id": "灵妙声_高兴",
+      "language": "zh"
+    },
+    {
+      "id": "灵妙声_悲伤",
+      "language": "zh"
+    },
+    {
+      "id": "灵妙声_惊讶",
+      "language": "zh"
+    },
+    {
+      "id": "灵妙声_生气",
+      "language": "zh"
+    },
+    {
+      "id": "灵烈瑶_中性",
+      "language": "zh"
+    },
+    {
+      "id": "灵烈瑶_厌恶",
+      "language": "zh"
+    },
+    {
+      "id": "灵烈瑶_恐惧",
+      "language": "zh"
+    },
+    {
+      "id": "灵烈瑶_悲伤",
+      "language": "zh"
+    },
+    {
+      "id": "灵烈瑶_惊讶",
+      "language": "zh"
+    },
+    {
+      "id": "灵烈瑶_生气",
+      "language": "zh"
+    },
+    {
+      "id": "灵烈瑶_高兴",
+      "language": "zh"
+    },
+    {
+      "id": "灵幽月_中性",
+      "language": "zh"
+    },
+    {
+      "id": "灵幽月_厌恶",
+      "language": "zh"
+    },
+    {
+      "id": "灵幽月_恐惧",
+      "language": "zh"
+    },
+    {
+      "id": "灵幽月_悲伤",
+      "language": "zh"
+    },
+    {
+      "id": "灵幽月_惊讶",
+      "language": "zh"
+    },
+    {
+      "id": "灵幽月_生气",
+      "language": "zh"
+    },
+    {
+      "id": "灵幽月_高兴",
+      "language": "zh"
+    },
+    {
+      "id": "灵悦心_中性",
+      "language": "zh"
+    },
+    {
+      "id": "灵悦心_厌恶",
+      "language": "zh"
+    },
+    {
+      "id": "灵悦心_恐惧",
+      "language": "zh"
+    },
+    {
+      "id": "灵悦心_悲伤",
+      "language": "zh"
+    },
+    {
+      "id": "灵悦心_惊讶",
+      "language": "zh"
+    },
+    {
+      "id": "灵悦心_生气",
+      "language": "zh"
+    },
+    {
+      "id": "灵悦心_高兴",
+      "language": "zh"
+    },
+    {
+      "id": "灵汐月_中性",
+      "language": "zh"
+    },
+    {
+      "id": "灵汐月_厌恶",
+      "language": "zh"
+    },
+    {
+      "id": "灵汐月_恐惧",
+      "language": "zh"
+    },
+    {
+      "id": "灵汐月_悲伤",
+      "language": "zh"
+    },
+    {
+      "id": "灵汐月_惊讶",
+      "language": "zh"
+    },
+    {
+      "id": "灵汐月_生气",
+      "language": "zh"
+    },
+    {
+      "id": "灵汐月_高兴",
+      "language": "zh"
+    },
+    {
+      "id": "灵书意_中性",
+      "language": "zh"
+    },
+    {
+      "id": "灵书意_厌恶",
+      "language": "zh"
+    },
+    {
+      "id": "灵书意_恐惧",
+      "language": "zh"
+    },
+    {
+      "id": "灵书意_悲伤",
+      "language": "zh"
+    },
+    {
+      "id": "灵书意_惊讶",
+      "language": "zh"
+    },
+    {
+      "id": "灵书意_生气",
+      "language": "zh"
+    },
+    {
+      "id": "灵书意_高兴",
+      "language": "zh"
+    },
+    {
+      "id": "灵知远_中性",
+      "language": "zh"
+    },
+    {
+      "id": "灵知远_厌恶",
+      "language": "zh"
+    },
+    {
+      "id": "灵知远_恐惧",
+      "language": "zh"
+    },
+    {
+      "id": "灵知远_悲伤",
+      "language": "zh"
+    },
+    {
+      "id": "灵知远_惊讶",
+      "language": "zh"
+    },
+    {
+      "id": "灵知远_生气",
+      "language": "zh"
+    },
+    {
+      "id": "灵知远_高兴",
+      "language": "zh"
+    },
+    {
+      "id": "灵温言_中性",
+      "language": "zh"
+    },
+    {
+      "id": "灵温言_厌恶",
+      "language": "zh"
+    },
+    {
+      "id": "灵温言_恐惧",
+      "language": "zh"
+    },
+    {
+      "id": "灵温言_悲伤",
+      "language": "zh"
+    },
+    {
+      "id": "灵温言_惊讶",
+      "language": "zh"
+    },
+    {
+      "id": "灵温言_生气",
+      "language": "zh"
+    },
+    {
+      "id": "灵温言_高兴",
+      "language": "zh"
+    },
+    {
+      "id": "灵傲尘_中性",
+      "language": "zh"
+    },
+    {
+      "id": "灵傲尘_厌恶",
+      "language": "zh"
+    },
+    {
+      "id": "灵傲尘_恐惧",
+      "language": "zh"
+    },
+    {
+      "id": "灵傲尘_悲伤",
+      "language": "zh"
+    },
+    {
+      "id": "灵傲尘_生气",
+      "language": "zh"
+    },
+    {
+      "id": "灵傲尘_高兴",
+      "language": "zh"
+    },
+    {
+      "id": "灵佑安_中性",
+      "language": "zh"
+    },
+    {
+      "id": "灵佑安_厌恶",
+      "language": "zh"
+    },
+    {
+      "id": "灵佑安_恐惧",
+      "language": "zh"
+    },
+    {
+      "id": "灵佑安_悲伤",
+      "language": "zh"
+    },
+    {
+      "id": "灵佑安_惊讶",
+      "language": "zh"
+    },
+    {
+      "id": "灵佑安_生气",
+      "language": "zh"
+    },
+    {
+      "id": "灵佑安_高兴",
+      "language": "zh"
+    },
+    {
+      "id": "灵惜晨_中性",
+      "language": "zh"
+    },
+    {
+      "id": "灵惜晨_厌恶",
+      "language": "zh"
+    },
+    {
+      "id": "灵惜晨_恐惧",
+      "language": "zh"
+    },
+    {
+      "id": "灵惜晨_悲伤",
+      "language": "zh"
+    },
+    {
+      "id": "灵惜晨_惊讶",
+      "language": "zh"
+    },
+    {
+      "id": "灵惜晨_生气",
+      "language": "zh"
+    },
+    {
+      "id": "灵惜晨_高兴",
+      "language": "zh"
+    },
+    {
+      "id": "灵宛溪_中性",
+      "language": "zh"
+    },
+    {
+      "id": "灵宛溪_厌恶",
+      "language": "zh"
+    },
+    {
+      "id": "灵宛溪_恐惧",
+      "language": "zh"
+    },
+    {
+      "id": "灵宛溪_悲伤",
+      "language": "zh"
+    },
+    {
+      "id": "灵宛溪_惊讶",
+      "language": "zh"
+    },
+    {
+      "id": "灵宛溪_生气",
+      "language": "zh"
+    },
+    {
+      "id": "灵宛溪_高兴",
+      "language": "zh"
+    },
+    {
+      "id": "灵言澈_中性",
+      "language": "zh"
+    },
+    {
+      "id": "灵言澈_厌恶",
+      "language": "zh"
+    },
+    {
+      "id": "灵言澈_恐惧",
+      "language": "zh"
+    },
+    {
+      "id": "灵言澈_悲伤",
+      "language": "zh"
+    },
+    {
+      "id": "灵言澈_惊讶",
+      "language": "zh"
+    },
+    {
+      "id": "灵言澈_生气",
+      "language": "zh"
+    },
+    {
+      "id": "灵言澈_高兴",
+      "language": "zh"
+    },
+    {
+      "id": "灵溯光_中性",
+      "language": "zh"
+    },
+    {
+      "id": "灵溯光_厌恶",
+      "language": "zh"
+    },
+    {
+      "id": "灵溯光_恐惧",
+      "language": "zh"
+    },
+    {
+      "id": "灵溯光_悲伤",
+      "language": "zh"
+    },
+    {
+      "id": "灵溯光_惊讶",
+      "language": "zh"
+    },
+    {
+      "id": "灵溯光_生气",
+      "language": "zh"
+    },
+    {
+      "id": "灵溯光_高兴",
+      "language": "zh"
+    },
+    {
+      "id": "灵惊弦_中性",
+      "language": "zh"
+    },
+    {
+      "id": "灵惊弦_厌恶",
+      "language": "zh"
+    },
+    {
+      "id": "灵惊弦_恐惧",
+      "language": "zh"
+    },
+    {
+      "id": "灵惊弦_悲伤",
+      "language": "zh"
+    },
+    {
+      "id": "灵惊弦_惊讶",
+      "language": "zh"
+    },
+    {
+      "id": "灵惊弦_生气",
+      "language": "zh"
+    },
+    {
+      "id": "灵惊弦_高兴",
+      "language": "zh"
+    },
+    {
+      "id": "灵嘉肴_中性",
+      "language": "zh"
+    },
+    {
+      "id": "灵嘉肴_厌恶",
+      "language": "zh"
+    },
+    {
+      "id": "灵嘉肴_恐惧",
+      "language": "zh"
+    },
+    {
+      "id": "灵嘉肴_悲伤",
+      "language": "zh"
+    },
+    {
+      "id": "灵嘉肴_惊讶",
+      "language": "zh"
+    },
+    {
+      "id": "灵嘉肴_生气",
+      "language": "zh"
+    },
+    {
+      "id": "灵嘉肴_高兴",
+      "language": "zh"
+    },
+    {
+      "id": "灵黛嗔_中性",
+      "language": "zh"
+    },
+    {
+      "id": "灵黛嗔_厌恶",
+      "language": "zh"
+    },
+    {
+      "id": "灵黛嗔_恐惧",
+      "language": "zh"
+    },
+    {
+      "id": "灵黛嗔_悲伤",
+      "language": "zh"
+    },
+    {
+      "id": "灵黛嗔_惊讶",
+      "language": "zh"
+    },
+    {
+      "id": "灵黛嗔_生气",
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+  "clean_up_tokenization_spaces": false,
+  "cls_token": "[CLS]",
+  "eos_token": "<|role_end|>",
+  "extra_special_tokens": {},
+  "fast_tokenizer": true,
+  "gmask_token": "[gMASK]",
+  "merges_file": null,
+  "model_max_length": 1000000000000000019884624838656,
+  "pad_token": "<|endoftext|>",
+  "tokenizer_class": "PreTrainedTokenizerFast",
+  "trust_remote_code": true,
+  "chat_template": "{#- Bailing V3 chat template -#}\n{#- Supports: thinking option, tool calling -#}\n\n{#- ==================== thinking option normalization ==================== -#}\n{%- if enable_thinking is defined and enable_thinking %}\n    {%- set thinking_option = 'on' %}\n{%- elif thinking_option is not defined %}\n    {%- set thinking_option = 'off' %}\n{%- endif %}\n\n{#- ==================== preserved thinking  ==================== -#}\n{% set preserved_thinking = true %}\n\n{#- ==================== system message ==================== -#}\n{{- '<role>SYSTEM</role>' }}\n{%- if tools %}\n    {%- if messages[0].role == 'system' %}\n        {{- messages[0].content + '\\n' }}\n    {%- endif %}\n    {{- \"# Tools\\n\\nYou may call one or more functions to assist with the user query.\\n\\nYou are provided with function signatures within <tools></tools> XML tags:\\n<tools>\" }}\n    {%- for tool in tools %}\n        {{- \"\\n\" }}\n        {{- tool | tojson }}\n    {%- endfor %}\n    {{- \"\\n</tools>\\n\\nIf none of the functions can be used, point it out. If the given question lacks the parameters required by the function, also point it out.\\nIf you need to use a function, for each function call, output the function name and arguments within the following XML format:\\n<tool_call>{function-name}\\n<arg_key>{arg-key-1}</arg_key>\\n<arg_value>{arg-value-1}</arg_value>\\n<arg_key>{arg-key-2}</arg_key>\\n<arg_value>{arg-value-2}</arg_value>\\n...\\n</tool_call>\\n\" }}\n    {%- if messages[0].role == 'system' and messages[0].content is string and ('detailed thinking on' in messages[0].content or 'detailed thinking off' in messages[0].content) %}\n        {{- '<|role_end|>' }}\n    {%- else %}\n        {{- 'detailed thinking ' + thinking_option + '<|role_end|>' }}\n    {%- endif %}\n{%- else %}\n    {%- if messages[0].role == 'system' %}\n        {%- if 'detailed thinking on' in messages[0].content or 'detailed thinking off' in messages[0].content %}\n            {{- messages[0].content + '<|role_end|>' }}\n        {%- else %}\n            {{- messages[0].content + '\\n' }}\n            {{- 'detailed thinking ' + thinking_option + '<|role_end|>' }}\n        {%- endif %}\n    {% else %}\n        {{- 'detailed thinking ' + thinking_option + '<|role_end|>' }}\n    {%- endif %}\n{%- endif %}\n{%- set ns = namespace(multi_step_tool=true, last_query_index=messages|length - 1) %}\n{%- for message in messages[::-1] %}\n    {%- set index = (messages|length - 1) - loop.index0 %}\n    {%- if ns.multi_step_tool and message.role == \"user\" and message.content is string and not(message.content.startswith('<tool_response>') and message.content.endswith('</tool_response>')) %}\n        {%- set ns.multi_step_tool = false %}\n        {%- set ns.last_query_index = index %}\n    {%- endif %}\n{%- endfor %}\n{%- for message in messages %}\n    {%- if message.content is string %}\n        {%- set content = message.content %}\n    {%- else %}\n        {%- set content = '' %}\n    {%- endif %}\n    {%- if message.role == \"user\" %}\n        {{- '<role>HUMAN</role>' + message.content + '<|role_end|>' }}\n    {%- elif message.role == \"system\" and not loop.first %}\n        {{- '<role>SYSTEM</role>' + message.content + '<|role_end|>' }}\n    {%- elif message.role == \"assistant\" %}\n        {%- set reasoning_content = '' %}\n        {%- if message.reasoning_content is string and message.reasoning_content != '' %}\n            {%- set reasoning_content = message.reasoning_content %}\n        {%- else %}\n            {%- if '</think>' in content %}\n                {%- set reasoning_content = content.split('</think>')[0].rstrip('\\n').split('<think>')[-1].lstrip('\\n') %}\n                {%- set content = content.split('</think>')[-1].lstrip('\\n') %}\n            {%- endif %}\n        {%- endif %}\n        {%- if preserved_thinking or loop.index0 > ns.last_query_index %}\n            {%- if reasoning_content != '' %}\n                {{- '<role>ASSISTANT</role>' + '\\n<think>' + reasoning_content.strip('\\n') + '</think>' + content.lstrip('\\n') }}\n            {%- else %}\n                {{- '<role>ASSISTANT</role>\\n<think></think>' + content }}\n            {%- endif %}\n        {%- else %}\n            {{- '<role>ASSISTANT</role>\\n<think></think>' + content }}\n        {%- endif %}\n        {%- if message.tool_calls %}\n            {%- for tool_call in message.tool_calls %}\n                {%- if (loop.first and content) or (not loop.first) %}\n                    {{- '\\n' }}\n                {%- endif %}\n                {%- set tc = tool_call %}\n                {%- if tool_call.function %}\n                    {%- set tc = tool_call.function %}\n                {%- endif %}\n                {{- '<tool_call>' + tc.name }}\n                {% set _args = tc.arguments %}\n                {%- for k, v in _args.items() %}\n                    {{- '<arg_key>' + k + '</arg_key>' }}\n                    {{- '\\n<arg_value>' }}\n                    {%- if v is string %}\n                        {{- v }}\n                    {%- else %}\n                        {{- v | tojson(ensure_ascii=False) }}\n                    {%- endif %}\n                    {{- '</arg_value>' }}\n                {%- endfor %}\n                {{- '\\n</tool_call>' }}\n            {%- endfor %}\n        {%- endif %}\n        {{- '<|role_end|>' }}\n    {%- elif message.role == \"tool\" %}\n        {%- if loop.first or (messages[loop.index0 - 1].role != \"tool\") %}\n            {{- '<role>OBSERVATION</role>' }}\n        {%- endif %}\n        {{- '\\n<tool_response>\\n' }}\n        {{- content }}\n        {{- '\\n</tool_response>' }}\n        {%- if loop.last or (messages[loop.index0 + 1].role != \"tool\") %}\n            {{- '<|role_end|>' }}\n        {%- endif %}\n    {%- endif %}\n{%- endfor %}\n\n{#- ==================== generation prompt ==================== -#}\n{%- if add_generation_prompt %}\n    {{- '<role>ASSISTANT</role>' }}\n    {%- if thinking_option == 'on' %}\n        {{- '\\n<think>' }}\n    {%- elif thinking_option == 'off' %}\n        {{- '\\n<think></think>' }}\n    {%- endif %}\n{%- endif %}"
+}

upstream-config.json

@@ -0,0 +1,228 @@
+{
+  "architectures": [
+    "LingV3TTSForConditionalGeneration"
+  ],
+  "model_type": "lingv3_tts",
+  "auto_map": {
+    "AutoConfig": "configuration_lingv3_tts.LingV3TTSConfig",
+    "AutoModel": "modeling_lingv3_tts.LingV3TTSForConditionalGeneration"
+  },
+  "tie_word_embeddings": false,
+  "llm_config": {
+    "architectures": [
+      "BailingMoeV3ForCausalLM"
+    ],
+    "model_type": "bailing_moe_v3",
+    "vocab_size": 157184,
+    "hidden_size": 1536,
+    "intermediate_size": 4608,
+    "num_hidden_layers": 24,
+    "num_attention_heads": 16,
+    "num_key_value_heads": 16,
+    "hidden_act": "silu",
+    "use_qkv_bias": false,
+    "use_bias": false,
+    "rms_norm_eps": 1e-06,
+    "tie_word_embeddings": false,
+    "embedding_dropout": 0.0,
+    "attention_dropout": 0.0,
+    "output_dropout": 0.0,
+    "initializer_range": 0.006,
+    "max_position_embeddings": 4096,
+    "rope_theta": 10000,
+    "use_cache": true,
+    "max_window_layers": 24,
+    "rope_scaling": null,
+    "bos_token_id": 156891,
+    "pad_token_id": 156892,
+    "eos_token_id": [
+      156892,
+      156895
+    ],
+    "num_experts": 128,
+    "num_shared_experts": 1,
+    "num_experts_per_tok": 8,
+    "n_group": 8,
+    "topk_group": 4,
+    "moe_intermediate_size": 512,
+    "moe_shared_expert_intermediate_size": 512,
+    "first_k_dense_replace": 1,
+    "head_dim": 128,
+    "output_router_logits": false,
+    "use_qk_norm": true,
+    "num_nextn_predict_layers": 0,
+    "mtp_loss_scaling_factor": 0.1,
+    "moe_router_enable_expert_bias": true,
+    "routed_scaling_factor": 2.5,
+    "moe_router_topk_scaling_factor": 2.5,
+    "layer_group_size": 4,
+    "kv_lora_rank": 512,
+    "q_lora_rank": 256,
+    "qk_rope_head_dim": 64,
+    "v_head_dim": 128,
+    "qk_nope_head_dim": 128,
+    "rope_interleave": true,
+    "score_function": "sigmoid",
+    "scoring_func": "sigmoid",
+    "seq_aux": true,
+    "topk_method": "noaux_tc",
+    "router_dtype": "fp32",
+    "gated_attention_proj_granularity_type": "head_wise",
+    "no_kda_lora": true,
+    "kda_safe_gate": true,
+    "kda_lower_bound": -5.0,
+    "short_conv_kernel_size": 4,
+    "moe_layer_freq": [
+      0,
+      1,
+      1,
+      1,
+      1,
+      1,
+      1,
+      1,
+      1,
+      1,
+      1,
+      1,
+      1,
+      1,
+      1,
+      1,
+      1,
+      1,
+      1,
+      1,
+      1,
+      1,
+      1,
+      1
+    ],
+    "torch_dtype": "bfloat16",
+    "norm_topk_prob": true,
+    "use_expert_bias": true,
+    "moe_z_loss_coeff": 2.9e-06,
+    "rotary_percent": 0.5,
+    "position_embedding_type": "rope"
+  },
+  "audio_config": {
+    "architectures": [
+      "AudioVAE"
+    ],
+    "sample_rate": 44100,
+    "enc_kwargs": {
+      "backbone": {
+        "_attn_implementation": "flash_attention_2",
+        "attention_dropout": 0.0,
+        "hidden_act": "silu",
+        "hidden_size": 896,
+        "initializer_range": 0.02,
+        "intermediate_size": 4864,
+        "is_causal": true,
+        "max_position_embeddings": 32768,
+        "max_window_layers": 0,
+        "model_type": "qwen2",
+        "num_attention_heads": 14,
+        "num_hidden_layers": 24,
+        "num_key_value_heads": 2,
+        "rms_norm_eps": 1e-06,
+        "rope_theta": 1000000.0,
+        "sliding_window": 64,
+        "tie_word_embeddings": true,
+        "torch_dtype": "bfloat16",
+        "use_cache": false,
+        "use_sliding_window": true,
+        "vocab_size": 1
+      },
+      "hop_size": 882,
+      "input_dim": 882,
+      "latent_dim": 64
+    },
+    "dec_kwargs": {
+      "backbone": {
+        "_attn_implementation": "flash_attention_2",
+        "attention_dropout": 0.0,
+        "hidden_act": "silu",
+        "hidden_size": 896,
+        "initializer_range": 0.02,
+        "intermediate_size": 4864,
+        "is_causal": true,
+        "max_position_embeddings": 32768,
+        "max_window_layers": 0,
+        "model_type": "qwen2",
+        "num_attention_heads": 14,
+        "num_hidden_layers": 24,
+        "num_key_value_heads": 2,
+        "rms_norm_eps": 1e-06,
+        "rope_theta": 1000000.0,
+        "sliding_window": 64,
+        "tie_word_embeddings": true,
+        "torch_dtype": "bfloat16",
+        "use_cache": false,
+        "use_sliding_window": true,
+        "vocab_size": 1
+      },
+      "latent_dim": 64,
+      "output_dim": 882
+    },
+    "semantic_module_kwargs": null,
+    "init_method": "kaiming",
+    "patch_size": 4,
+    "torch_dtype": "bfloat16"
+  },
+  "tts_config": {
+    "protocol_version": "thinking_v1",
+    "prompt_format": "legacy_antmmf",
+    "tokenizer_contract": "legacy_antmmf",
+    "sampling_contract": "native_fp32",
+    "enable_tts_target_language": true,
+    "infer_tts_language_from_text": true,
+    "conditioning_mode": "speaker_only",
+    "sampling_temperature": 1.5,
+    "prompt_eos_token_id": 156895,
+    "sample_rate": 44100,
+    "speaker_embedding_dim": 192,
+    "latent_dim": 64,
+    "patch_size": 1,
+    "history_size": 1,
+    "audio_patch_token_id": 157164,
+    "audio_start_token_id": 157165,
+    "audio_end_token_id": 157166,
+    "speaker_start_token_id": 157175,
+    "speaker_end_token_id": 157176,
+    "stop_threshold": 0.5,
+    "minimum_decode_steps": 13,
+    "maximum_decode_steps": 250,
+    "decode_alignment": "old_shift",
+    "task_contract": "lingv3_sft_multitask_v1",
+    "task_decode_alignment": {
+      "podcast": "old_shift"
+    },
+    "with_rml": true
+  },
+  "flow_config": {
+    "z_channels": 64,
+    "hidden_size": 1024,
+    "depth": 16,
+    "num_heads": 16,
+    "mlp_ratio": 4,
+    "dropout": 0.1,
+    "qk_norm": null,
+    "pe_attn_head": null,
+    "attn_backend": "torch",
+    "attn_mask_enabled": false
+  },
+  "aggregator_config": {
+    "in_channels": 64,
+    "hidden_size": 1024,
+    "depth": 8,
+    "num_heads": 16,
+    "mlp_ratio": 4,
+    "dropout": 0.1,
+    "qk_norm": null,
+    "pe_attn_head": null,
+    "attn_backend": "torch",
+    "attn_mask_enabled": false
+  },
+  "torch_dtype": "bfloat16"
+}