PEFT
Safetensors
English
audio-language-model
audio-question-answering
lora
mizar
rt-opd
knowledge-distillation
Instructions to use KaiyangLi/Mizar-3B with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- PEFT
How to use KaiyangLi/Mizar-3B with PEFT:
from peft import PeftModel from transformers import AutoModelForCausalLM base_model = AutoModelForCausalLM.from_pretrained("KE-Team/Ke-Omni-R-3B") model = PeftModel.from_pretrained(base_model, "KaiyangLi/Mizar-3B") - Notebooks
- Google Colab
- Kaggle
Add BSD 3-Clause Clear license
Browse filesAdapter weights and release files are licensed under BSD 3-Clause Clear (NEC Laboratories America). The base models (Ke-Omni-R-3B, Qwen2.5-Omni-3B under the Qwen Research License) and dataset manifests keep their own terms (NOTICE).
Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>
LICENSE
ADDED
|
@@ -0,0 +1,32 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
The Clear BSD License
|
| 2 |
+
|
| 3 |
+
Copyright (c) 2026 NEC Laboratories America, Inc.
|
| 4 |
+
All rights reserved.
|
| 5 |
+
|
| 6 |
+
Redistribution and use in source and binary forms, with or without
|
| 7 |
+
modification, are permitted (subject to the limitations in the disclaimer
|
| 8 |
+
below) provided that the following conditions are met:
|
| 9 |
+
|
| 10 |
+
* Redistributions of source code must retain the above copyright notice,
|
| 11 |
+
this list of conditions and the following disclaimer.
|
| 12 |
+
|
| 13 |
+
* Redistributions in binary form must reproduce the above copyright
|
| 14 |
+
notice, this list of conditions and the following disclaimer in the
|
| 15 |
+
documentation and/or other materials provided with the distribution.
|
| 16 |
+
|
| 17 |
+
* Neither the name of the copyright holder nor the names of its
|
| 18 |
+
contributors may be used to endorse or promote products derived from this
|
| 19 |
+
software without specific prior written permission.
|
| 20 |
+
|
| 21 |
+
NO EXPRESS OR IMPLIED LICENSES TO ANY PARTY'S PATENT RIGHTS ARE GRANTED BY
|
| 22 |
+
THIS LICENSE. THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND
|
| 23 |
+
CONTRIBUTORS "AS IS" AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT
|
| 24 |
+
LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A
|
| 25 |
+
PARTICULAR PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT HOLDER OR
|
| 26 |
+
CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL,
|
| 27 |
+
EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO,
|
| 28 |
+
PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR PROFITS; OR
|
| 29 |
+
BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY OF LIABILITY, WHETHER
|
| 30 |
+
IN CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING NEGLIGENCE OR OTHERWISE)
|
| 31 |
+
ARISING IN ANY WAY OUT OF THE USE OF THIS SOFTWARE, EVEN IF ADVISED OF THE
|
| 32 |
+
POSSIBILITY OF SUCH DAMAGE.
|
NOTICE
ADDED
|
@@ -0,0 +1,21 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
Mizar-3B
|
| 2 |
+
Copyright (c) 2026 NEC Laboratories America, Inc.
|
| 3 |
+
|
| 4 |
+
The adapter weights, model card, provenance records and other files authored
|
| 5 |
+
for this release are licensed under the BSD 3-Clause Clear License; see LICENSE.
|
| 6 |
+
|
| 7 |
+
The adapter is used together with its base model and does not change that
|
| 8 |
+
model's terms:
|
| 9 |
+
- KE-Team/Ke-Omni-R-3B (see its model card) is fine-tuned from
|
| 10 |
+
Qwen/Qwen2.5-Omni-3B, which is distributed under the Qwen Research License.
|
| 11 |
+
Use of Mizar-3B with this base remains subject to those terms.
|
| 12 |
+
- The frozen teacher, KE-Team/Ke-Omni-R, was used for training only and is not
|
| 13 |
+
distributed here.
|
| 14 |
+
|
| 15 |
+
reproducibility/frozen_data.tar.gz contains manifests derived from third-party
|
| 16 |
+
datasets and benchmarks (AudioMCQ and its source corpora, MMAU, MMAR, ADQA).
|
| 17 |
+
They are not relicensed and remain subject to the terms set by their providers.
|
| 18 |
+
|
| 19 |
+
No new rights to third-party models, audio or annotations are granted.
|
| 20 |
+
|
| 21 |
+
Training code: https://github.com/KaiyangLi1992/RT-OPD (BSD 3-Clause Clear).
|
README.md
CHANGED
|
@@ -2,6 +2,7 @@
|
|
| 2 |
model_name: Mizar-3B
|
| 3 |
base_model: KE-Team/Ke-Omni-R-3B
|
| 4 |
library_name: peft
|
|
|
|
| 5 |
tags:
|
| 6 |
- audio-language-model
|
| 7 |
- audio-question-answering
|
|
@@ -106,3 +107,12 @@ manifest, frozen teacher gate, valid vocabulary, benchmark manifests and audio
|
|
| 106 |
hashes shared by Ke and Qwen. The code automatically downloads this archive at
|
| 107 |
a pinned revision before preparing models/audio. The archive contains no audio
|
| 108 |
or model weights and no hidden MMAU test labels. Upstream dataset terms apply.
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 2 |
model_name: Mizar-3B
|
| 3 |
base_model: KE-Team/Ke-Omni-R-3B
|
| 4 |
library_name: peft
|
| 5 |
+
license: bsd-3-clause-clear
|
| 6 |
tags:
|
| 7 |
- audio-language-model
|
| 8 |
- audio-question-answering
|
|
|
|
| 107 |
hashes shared by Ke and Qwen. The code automatically downloads this archive at
|
| 108 |
a pinned revision before preparing models/audio. The archive contains no audio
|
| 109 |
or model weights and no hidden MMAU test labels. Upstream dataset terms apply.
|
| 110 |
+
|
| 111 |
+
## License
|
| 112 |
+
|
| 113 |
+
The adapter weights and the files authored for this release are licensed under
|
| 114 |
+
the [BSD 3-Clause Clear License](LICENSE). The adapter requires its base model,
|
| 115 |
+
KE-Team/Ke-Omni-R-3B, which is fine-tuned from Qwen/Qwen2.5-Omni-3B; using the
|
| 116 |
+
adapter with that base remains subject to the base models' terms, including the
|
| 117 |
+
Qwen Research License. Dataset manifests are not relicensed and keep their
|
| 118 |
+
upstream terms. See [NOTICE](NOTICE).
|