llama.cpp/ggml/include
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llama : add Qwen2VL support + multimodal RoPE (#10361)
* Barebone Qwen2VL LLM convertor

* Add Qwen2VL cli entrypoint

* [WIP] add qwen2vl arch

* Verify m-rope output

* Add vl-rope/2d-rope support for qwen2vl ViT

* update qwen2vl cli tool

* update 5D tensor op workaround

* [WIP] qwen2vl vision model

* make batch and clip utils compatible with qwen2vl

* [WIP] create inference workflow, gguf convert script but fix

* correcting vision-rope behavior, add the missing last layer back to ViT

* add arg parser to qwen2vl_surgery

* replace variable size array with vector

* cuda-gdb cmake preset

* add fp32 mrope, vision rope kernel

* add fp16 support for qwen2vl and m-rope

* add `GGML_ROPE_TYPE_MROPE`, `GGML_ROPE_TYPE_VISION`

* fix rope op mode switching, out dated func args

* update `llama_hparams`

* update to keep up stream changes

* resolve linter, test errors

* add makefile entry, update speical image padding token

* add mrope unit test, fix few compiler warnings

* rename `mrope` related function, params

* minor updates on debug util, bug fixs

* add `m-rope` testcase to `test-backend-ops`

* Apply suggestions from code review

Co-authored-by: Georgi Gerganov <ggerganov@gmail.com>

* fix traililng whitespce

* store `llama_hparams.rope_sections` with fixed size array

* update position id tensor size check in GGML_OP_ROPE

* minor updates

* update `ggml_backend_*_supports_op` of unsupported backends

* remote old `rope_section` compare operator

---------

Co-authored-by: Georgi Gerganov <ggerganov@gmail.com>
2024-12-14 14:43:46 +02:00
..
ggml-alloc.h ggml : fix typo in example usage ggml_gallocr_new (ggml/984) 2024-10-04 18:50:05 +03:00
ggml-backend.h ggml: load all backends from a user-provided search path (#10699) 2024-12-11 01:47:21 +01:00
ggml-blas.h ggml : build backends as libraries (#10256) 2024-11-14 18:04:35 +01:00
ggml-cann.h ggml : build backends as libraries (#10256) 2024-11-14 18:04:35 +01:00
ggml-cpp.h llama : use smart pointers for ggml resources (#10117) 2024-11-01 23:48:26 +01:00
ggml-cpu.h ggml : refactor online repacking (#10446) 2024-12-07 14:37:50 +02:00
ggml-cuda.h ggml : build backends as libraries (#10256) 2024-11-14 18:04:35 +01:00
ggml-kompute.h ggml : build backends as libraries (#10256) 2024-11-14 18:04:35 +01:00
ggml-metal.h ggml : build backends as libraries (#10256) 2024-11-14 18:04:35 +01:00
ggml-opencl.h Introducing experimental OpenCL backend with support for Qualcomm Adreno GPUs (#10693) 2024-12-13 12:23:52 -08:00
ggml-opt.h ggml: new optimization interface (ggml/988) 2024-11-17 08:30:29 +02:00
ggml-rpc.h ggml : build backends as libraries (#10256) 2024-11-14 18:04:35 +01:00
ggml-sycl.h ggml : build backends as libraries (#10256) 2024-11-14 18:04:35 +01:00
ggml-vulkan.h ggml : build backends as libraries (#10256) 2024-11-14 18:04:35 +01:00
ggml.h llama : add Qwen2VL support + multimodal RoPE (#10361) 2024-12-14 14:43:46 +02:00