llama.cpp b11928

model: Add MiniCPM-OCR-Jev ( #30980 ) model : add MiniCPM-OCR-Jev support The model is a Qwen3.5-VL trunk with a value head read at the last token: it scores an OCR text against an…

model: Add MiniCPM-OCR-Jev ( #30980 ) model : add MiniCPM-OCR-Jev support The model is a Qwen3.5-VL trunk with a value head read at the last token: it scores an OCR text against an image rendered from it, it does not generate.

Add the openbmb-minicpm-ocr-jev decision type, served by POST /v1/systemone.The class scores are the pooled output of the sequence, read with last pooling, so the conversion turns score.weight into cls.output and sets embedding_length_out.

The checkpoint has no LM head, so text generation is rejected instead of using the output weights duplicated from the token embeddings.The task is fixed, so its prompt is entirely in the systemone template, the same way h2o-lightning keeps its default there.

The processor of the checkpoint allows up to 16384 merged tokens per image, more than the Qwen-VL default of mtmd, so the mmproj keeps the image budget of the preprocessor config.The checkpoint declares MiniCPMOCRForSequenceClassification in its config.json, as other models do.

Signed-off-by: tc-mb tianchi_cai@icloud.com fix code Signed-off-by: tc-mb tianchi_cai@icloud.com use gguf meta classifier_output_labels remove redudant code changes Signed-off-by: tc-mb tianchi_cai@icloud.com Co-authored-by: Xuan Son Nguyen son@huggingface.co Website: https://llama.app Attestations: https://github.com/ggml-org/llama.cpp/attestations/60366505 macOS/iOS: macOS Apple Silicon (arm64) macOS Apple Silicon (arm64, KleidiAI enabled) DISABLED macOS Intel (x64) iOS XCFramework Linux: Ubuntu x64 (CPU) Ubuntu arm64 (CPU) Ubuntu s390x (CPU) Ubuntu x64 (Vulkan) Ubuntu arm64 (Vulkan) Ubuntu x64 (CUDA 12) - CUDA 12.8 libraries Ubuntu x64 (CUDA 13) - CUDA 13.4 libraries Ubuntu arm64 (CUDA 13) - CUDA 13.4 libraries Ubuntu x64 (ROCm 10.0) Ubuntu x64 (OpenVINO) Ubuntu x64 (SYCL FP32) Ubuntu x64 (SYCL FP16) Linux arm64 (Snapdragon: CPU, Adreno GPU, Hexagon NPU) - setup guide Android: Android arm64 (CPU) Android arm64 (Snapdragon: CPU, Adreno GPU, Hexagon NPU) - setup guide Windows: Windows x64 (CPU) Windows arm64 (CPU) Windows arm64 (OpenCL Adreno) Windows x64 (CUDA 12) - CUDA 12.4 DLLs Windows x64 (CUDA 13) - CUDA 13.4 DLLs Windows arm64 (CUDA 13) - CUDA 13.4 DLLs Windows x64 (Vulkan) Windows arm64 (Vulkan) Windows x64 (OpenVINO) Windows x64 (SYCL) Windows x64 (ROCm 10.0) openEuler: DISABLED openEuler x86 (310p) openEuler x86 (910b, ACL Graph) openEuler aarch64 (310p) openEuler aarch64 (910b, ACL Graph) UI: UI