NOTICE

KBBridge-v3
Copyright 2026 KBBridge

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.

KBBridge-v3 is a MODIFIED derivative of that model. The modifications are:

  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.

  2. Quantisation to GGUF Q8_0 and Q4_K_M using llama.cpp.

  3. The multi-token-prediction head was carried over unchanged from the base
     model, as the LoRA adapter did not target those tensors.

  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.

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.

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.