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danbev
approved these changes
Sep 23, 2026
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Let's postpone the release until #29281 is fixed. |
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Overview
This release focuses on backend performance and correctness, broader model coverage, and more robust server/router operation. It adds HRM-Text (DFM Mimir 1B) support, MiMo-V2.6 and HunyuanOCR conversion support, ggml 0.25.0 backend improvements, multi-address HTTP binding, image outputs from function calls, and several chat parser/UI fixes.
Highlights
conv2dwith implicit GEMM (#29135)API changes
llama_adapter_lora_init_from_file_ptr()for loading LoRA from an open FILE (#28993)llama_model_load_from_file_ptr()as reading from the current position and requiring aligned mmap (#28993)LLAMA_VOCAB_TYPE_TESTdummy tokenizer (#29084)input_imagesupport to server function-call outputs (#22575)--hostto accept comma-separated TCP addresses and UNIX sockets (#28690)New models
--fuse-qkvsupport for Muse Glimmer (#29203)Core changes
llama-bench --version(#29033, #28971)Multi-modality changes
Server changes
UI changes
/toolsendpoint on every message (#28646)ggml changes
ggml_dsv4_hc_pre_gated(), optionalggml_dsv4_hc_post()comb, and RPC protocol major v7.