2f89acc2bc
mtmd: add load progress callback ( #24865 )
2026-06-21 13:40:52 +02:00
e37abd6b5f
mtmd: add batching API ( #24384 )
...
* mtmd: add batching API
* wip
* first working version (gemma4v)
* add arg
* nits
* wire up support_batch()
* fix 0.0 output embd
* fix audio
* nits
* refactor a bit
* nits
* fix non-batching case
* fix comment
2026-06-13 00:10:29 +02:00
8f83d6c271
mtmd : add video input support ( #24269 )
...
* wip
* ok: lazy bitmap API
* remember to free lazy text
* wip
* add mtmd_helper_video
* support video input on server (base64 input)
* add MTMD_VIDEO config
* add timestamp
* update CLI
* cli: allow auto-completion for video
* add --video arg
* fix build
* update docs
* rename as suggested
2026-06-08 14:40:12 +03:00
31e82494c0
mtmd: support "frame merge" for qwen-vl-based models ( #21858 )
...
* feat: add video support for Qwen3.5
* various clean up
* revise the design
* fix llava-uhd case
* nits
* nits 2
---------
Co-authored-by: andrewmd5 <1297077+andrewmd5@users.noreply.github.com >
2026-06-06 21:17:25 +02:00
f5c6ae1827
mtmd, server: add "placeholder bitmap" for counting tokens , add */input_tokens API ( #23913 )
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* mtmd: add "placeholder bitmap" for counting tokens w/o preprocessing
* fast path skip preproc for placeholder
* fix build
* correct the api
* add server endpoint + tests
* add object name
* update docs
* add proxy handling
* fix build
* fix audio input path
* use is_placeholder in process_mtmd_prompt()
* nits
* nits (2)
* docs: clarify chat/completions/input_tokens is not official
* fix merge problem
2026-06-06 11:06:51 +02:00
e2b129e1bf
mtmd: fit_params now take into account mmproj ( #21489 )
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* mtmd: fit_params now take into account mmproj
* rename alloc_compute_meta to reserve_compute_meta
* rm unused functions
* add ggml_backend_dev_t support
* add debug log
2026-05-20 11:27:44 +02:00
7bfe120c21
mtmd, server, common: expose modalities to /v1/models ( #22952 )
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* mtmd, server, common: expose modalities to /v1/models
* fix build
* rename to mtmd_caps
2026-05-12 19:08:07 +02:00
86f8daacfe
mtmd: correct get_n_pos / get_decoder_pos ( #22175 )
2026-04-20 23:29:19 +02:00
19124078be
mtmd: add pos_0 to mtmd_image_tokens_get_decoder_pos (breaking change) ( #22082 )
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* mtmd: add pos_0 to mtmd_image_tokens_get_decoder_pos
* fix build
2026-04-19 11:57:21 +02:00
408225bb1a
server: use random media marker ( #21962 )
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* server: use random media marker
* nits
* remove legacy <__image__> token
* revert special char in random
2026-04-15 23:52:22 +02:00
707c0b7a6e
mtmd: add mtmd_image_tokens_get_decoder_pos() API ( #21851 )
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* mtmd: add mtmd_image_tokens_get_decoder_pos() API
* consistent naming
* fix build
2026-04-14 16:07:41 +02:00
920b3e78cb
mtmd: use causal attn for gemma 4 audio ( #21824 )
2026-04-13 09:47:55 +02:00
8f974d2392
mtmd : rename mtmd_get_audio_bitrate to mtmd_get_audio_sample_rate ( #20105 )
...
This commit renames the the function `mtmd_get_audio_bitrate` to
`mtmd_get_audio_sample_rate` to better reflect its purpose.
The motivation for this is that the function currently returns the audio
sample rate, not the bitrate (sample_rate × bit_depth × channels), and
that is how it is used in the code as well.
This is a breaking change, but I believe mtmd is still in
experimental/development phase so it might be alright to simply rename.
2026-03-13 12:30:02 +01:00
9eb5bfec1a
mtmd : update docs to use llama_model_n_embd_inp ( #18999 )
2026-01-22 14:36:32 +01:00
d98b548120
Restore clip's cb() to its rightful glory - extract common debugging elements in llama ( #17914 )
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* Extract common debugging functions; plug eval-callback and mtmd's MTMD_DEBUG_GRAPH with same functionality
* Move to common
* Remove unneeded header
* Unlink from common
* chore: update webui build output
* Cleanup; properly pass params to mtmd without depending on common; factorize debug.cpp to use common debug code.
* Revert change to webapp
* Post-merge adjust
* Apply suggestions from code review
Co-authored-by: Xuan-Son Nguyen <thichthat@gmail.com >
* Apply code review changes
* Remove changes to server-context
* Remove mtmd.h include
* Remove utility functions from header
* Apply suggestions from code review
Co-authored-by: Xuan-Son Nguyen <thichthat@gmail.com >
* Rename functions
* Update tools/mtmd/clip.cpp
Co-authored-by: Xuan-Son Nguyen <thichthat@gmail.com >
* Update tools/mtmd/clip.cpp
Co-authored-by: Xuan-Son Nguyen <thichthat@gmail.com >
* Update tools/mtmd/clip.cpp
Co-authored-by: Xuan-Son Nguyen <thichthat@gmail.com >
---------
Co-authored-by: Xuan-Son Nguyen <thichthat@gmail.com >
2026-01-14 20:29:35 +01:00
cffa5c46ea
mtmd: clarify that we no longer accept AI-generated PRs ( #18406 )
2025-12-28 09:57:04 +01:00
e39a2ce66d
clip: move model cgraphs into their own files ( #17965 )
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* clip: move model cgraphs into their own files
* more explicit enums
* fix linux build
* fix naming
* missing headers
* nits: add comments for contributors
2025-12-12 21:14:48 +01:00
ecf74a8417
mtmd: add mtmd_context_params::warmup option ( #17652 )
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* mtmd: add mtmd_context_params::warmup option
* reuse the common_params::warmup
2025-12-01 21:32:25 +01:00
9b17d74ab7
mtmd: add mtmd_log_set ( #17268 )
2025-11-14 15:56:19 +01:00
070ff4d535
mtmd: add --image-min/max-tokens ( #16921 )
2025-11-03 11:11:18 +01:00
2f966b8ed8
clip : use FA ( #16837 )
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* clip : use FA
* cont : add warning about unsupported ops
* implement "auto" mode for clip flash attn
* clip : print more detailed op support info during warmup
* cont : remove obsolete comment [no ci]
* improve debugging message
* trailing space
* metal : remove stray return
---------
Co-authored-by: Xuan Son Nguyen <son@huggingface.co >
2025-11-02 21:21:48 +01:00
e3af5563bd
llama: store mrope data in KV cell ( #16825 )
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* llama: store mrope data in KV cell
* correct x,y ordering
* address review comments
* add consistency checks
* Update src/llama-kv-cache.cpp
Co-authored-by: Georgi Gerganov <ggerganov@gmail.com >
* add TODO
* fix asan error
* kv-cells : improve ext handling
* cont : fix headers
---------
Co-authored-by: Georgi Gerganov <ggerganov@gmail.com >
2025-10-29 18:09:18 +01:00
51fa76f172
mtmd : drop _shared from libmtmd name, merge helpers into libmtmd ( ⚠️ breaking change) ( #13917 )
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* mtmd : fix missing public header
* no object
* apply suggestion from Georgi
* rm mtmd-helper, merge it to mtmd
* missing vendor include dir
2025-05-31 10:14:29 +02:00
10961339b2
mtmd : move helpers to dedicated library ( ⚠️ breaking change) ( #13866 )
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* mtmd : move helpers to dedicated library
* fix server build
* rm leftover cmakelist code
2025-05-28 22:35:22 +02:00
40aaa8a403
mtmd : add support for Qwen2-Audio and SeaLLM-Audio ( #13760 )
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* mtmd : add Qwen2-Audio support
* small clean up
* update discussion link
* clarify mtmd_get_output_embd
* clarification in multimodal.md
* fix ultravox bug
* ggml_cont
2025-05-25 14:06:32 +02:00
9ecf3e66a3
server : support audio input ( #13714 )
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* server : support audio input
* add audio support on webui
2025-05-23 11:03:47 +02:00
797990c4bc
mtmd : add ultravox audio input ( #13623 )
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* convert ok, load ok
* warmup ok
* test
* still does not work?
* fix padding
* temporary give up
* fix merge conflict
* build_ultravox()
* rm test
* fix merge conflict
* add necessary mtmd APIs
* first working version (only 4s of audio)
* will this monster compile?
* fix compile
* please compile
* fPIC
* fix windows
* various fixes
* clean up audio_helpers
* fix conversion
* add some debug stuff
* long audio input ok
* adapt the api
* add --audio arg
* final touch UX
* add miniaudio to readme
* fix typo
* refactor kv metadata
* mtmd_default_marker()
2025-05-22 20:42:48 +02:00
a634d75d1b
mtmd : move helpers to dedicated file ( #13442 )
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* mtmd : move helpers to dedicated file
* fix windows build
* rm redundant include
2025-05-11 11:34:23 +02:00
f05a6d71a0
mtmd : Expose helper_decode_image_chunk ( #13366 )
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* mtmd: Expose helper_decode_image, output_embd_copy, image_tokens_copy/free
* Slim down
* Cleanups
2025-05-08 20:25:39 +02:00
9b61acf060
mtmd : rename llava directory to mtmd ( #13311 )
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* mv llava to mtmd
* change ref everywhere
2025-05-05 16:02:55 +02:00
Xuan-Son Nguyen