Commit Graph

9 Commits

Author SHA1 Message Date
William Tambellini
c98681e6d5 ggml : upgrade init_tensor API to return a ggml_status (llama/11854)
* Upgrade init_tensor API to return a ggml_status

To prepare for an 'abort-free' ggml
(ggml not to abort on OOMs but return a OOM status),
as agreeed with Diego in the ggml repo,
upgrade the init_tensor() and view_init() APIs
to return a ggml_status.

* misc fixes

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Co-authored-by: slaren <slarengh@gmail.com>
2025-03-08 15:13:01 +02:00
HimariO
e22d38e4f2 llama : add Qwen2VL support + multimodal RoPE (llama/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>
2024-12-18 12:52:16 +02:00
Djip007
e990d1b791 ggml : refactor online repacking (llama/10446)
* rename ggml-cpu-aarch64.c to .cpp

* reformat extra cpu backend.

- clean Q4_0_N_M and IQ4_0_N_M
  - remove from "file" tensor type
  - allow only with dynamic repack

- extract cpu extra bufts and convert to C++
  - hbm
  - "aarch64"

- more generic use of extra buffer
  - generalise extra_supports_op
  - new API for "cpu-accel":
     - amx
     - aarch64

* clang-format

* Clean Q4_0_N_M ref

Enable restrict on C++

* add op GGML_OP_MUL_MAT_ID for Q4_0_N_M with runtime repack

* added/corrected control on tensor size for Q4 repacking.

* Update ggml/src/ggml-cpu/ggml-cpu-aarch64.cpp

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

* Update ggml/src/ggml-cpu/ggml-cpu-aarch64.cpp

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

* add debug logs on repacks.

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Co-authored-by: Georgi Gerganov <ggerganov@gmail.com>
2024-12-18 12:52:16 +02:00
Chenguang Li
2bb4ca9cba CANN: RoPE operator optimization (llama/10563)
* [cann] RoPE operator optimization

* [CANN]Code Formatting

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Co-authored-by: noemotiovon <noemotiovon@gmail.com>
2024-12-08 20:14:35 +02:00
Chenguang Li
2490f2a7f8 CANN: ROPE operator optimization (llama/10540)
* [cann] ROPE operator optimization

Co-authored-by: noemotiovon <noemotiovon@gmail.com>
2024-12-08 20:14:35 +02:00
Shanshan Shen
9a5ef7b169 CANN: Improve the Inferencing Performance for Ascend NPU Device (llama/10454)
* improve inferencing performance for ascend npu.

Co-authored-by: Frank Mai <thxCode@thxcode0824@gmail.com>

* some modification after review

* some modifications after review

* restore some modifications

* restore some modifications

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Co-authored-by: shanshan shen <shanshanshen333@gmail.com>
Co-authored-by: Frank Mai <thxCode@thxcode0824@gmail.com>
2024-12-08 20:14:35 +02:00
Chenguang Li
453cc0fcf1 CANN: RoPE and CANCAT operator optimization (llama/10488)
Co-authored-by: noemotiovon <noemotiovon@gmail.com>
2024-12-08 20:14:35 +02:00
Diego Devesa
77e3e4a090 ggml : add support for dynamic loading of backends (llama/10469)
* ggml : add support for dynamic loading of backends

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Co-authored-by: Georgi Gerganov <ggerganov@gmail.com>
2024-12-08 20:14:35 +02:00
Diego Devesa
746bf2596f ggml : build backends as libraries (llama/10256)
* 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>
2024-11-20 21:00:08 +02:00