Commit Graph

4 Commits

Author SHA1 Message Date
HimariO
ba1cb19cdd
llama : add Qwen2VL support + multimodal RoPE (#10361)
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* 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

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Co-authored-by: Georgi Gerganov <ggerganov@gmail.com>
2024-12-14 14:43:46 +02:00
Sergio López
2025fa67e9
kompute : improve backend to pass test_backend_ops (#10542)
* kompute: op_unary: reject unsupported parameters

Signed-off-by: Sergio Lopez <slp@redhat.com>

* kompute: softmax: implement ALiBi support

Signed-off-by: Sergio Lopez <slp@redhat.com>

* kompute: rope: implement neox and phi3 support

Signed-off-by: Sergio Lopez <slp@redhat.com>

* kompute: op_mul_mat_q4_k permutted support

Signed-off-by: Sergio Lopez <slp@redhat.com>

* kompute: op_mul_mat_[q4_0|q4_1|q8_0] permutted support

Signed-off-by: Sergio Lopez <slp@redhat.com>

* kompute: op_mul_mat_f16 permutted support

Signed-off-by: Sergio Lopez <slp@redhat.com>

* kompute: op_mul_mat_q6_k permutted support

Signed-off-by: Sergio Lopez <slp@redhat.com>

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Signed-off-by: Sergio Lopez <slp@redhat.com>
2024-11-28 12:51:38 +01:00
Diego Devesa
5931c1f233
ggml : add support for dynamic loading of backends (#10469)
* ggml : add support for dynamic loading of backends

---------

Co-authored-by: Georgi Gerganov <ggerganov@gmail.com>
2024-11-25 15:13:39 +01:00
Diego Devesa
ae8de6d50a
ggml : build backends as libraries (#10256)
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* ggml : build backends as libraries

---------

Signed-off-by: Xiaodong Ye <xiaodong.ye@mthreads.com>
Co-authored-by: Georgi Gerganov <ggerganov@gmail.com>
Co-authored-by: R0CKSTAR <xiaodong.ye@mthreads.com>
2024-11-14 18:04:35 +01:00