| KBBridge-v3 |
| Copyright 2026 KBBridge |
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| This product includes software developed from Qwen3.8-27B |
| (https://huggingface.co/Qwen/Qwen3.8-27B), Copyright 2026 Alibaba Cloud, |
| licensed under the Apache License, Version 2.0. |
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| KBBridge-v3 is a MODIFIED derivative of that model. The modifications are: |
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| 1. Supervised fine-tuning with LoRA (rank 64, alpha 128, all projections), |
| merged into the base weights. The adapter was trained on GeneXus source |
| code in .gxSource format. |
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| 2. Quantisation to GGUF Q8_0 and Q4_K_M using llama.cpp. |
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| 3. The multi-token-prediction head was carried over unchanged from the base |
| model, as the LoRA adapter did not target those tensors. |
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| 4. The vision tower is carried over unchanged from the base model. The GGUF |
| builds in this repository are text-only; the base model's own multimodal |
| projector applies to them without modification. |
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| The base model's vision and MTP weights are redistributed here as part of the |
| merged model, unmodified, under the same Apache 2.0 license. |
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| You may obtain a copy of the License at |
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| http://www.apache.org/licenses/LICENSE-2.0 |
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| 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. |
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