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+ KBBridge-v3
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+ Copyright 2026 InstantGMP
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+
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+ This product includes software developed from Qwen3.8-27B
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+ (https://huggingface.co/Qwen/Qwen3.8-27B), Copyright 2026 Alibaba Cloud,
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+ licensed under the Apache License, Version 2.0.
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+
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+ KBBridge-v3 is a MODIFIED derivative of that model. The modifications are:
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+
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+ 1. Supervised fine-tuning with LoRA (rank 64, alpha 128, all projections),
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+ merged into the base weights. The adapter was trained on GeneXus source
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+ code in .gxSource format.
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+
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+ 2. Quantisation to GGUF Q8_0 and Q4_K_M using llama.cpp.
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+
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+ 3. The multi-token-prediction head was carried over unchanged from the base
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+ model, as the LoRA adapter did not target those tensors.
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+
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+ 4. The vision tower is carried over unchanged from the base model. The GGUF
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+ builds in this repository are text-only; the base model's own multimodal
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+ projector applies to them without modification.
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+
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+ The base model's vision and MTP weights are redistributed here as part of the
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+ merged model, unmodified, under the same Apache 2.0 license.
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+
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+ You may obtain a copy of the License at
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+
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+ http://www.apache.org/licenses/LICENSE-2.0
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+
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+ Unless required by applicable law or agreed to in writing, software
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+ distributed under the License is distributed on an "AS IS" BASIS, WITHOUT
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+ WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. See the
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+ License for the specific language governing permissions and limitations under
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+ the License.