952a47f455
mtmd : support MiniCPM-V 4.0 ( #14983 )
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* support minicpm-v 4
* add md
* support MiniCPM-o 4.0
* add default location
* temp rm MiniCPM-o 4.0
* fix code
* fix "minicpmv_projector" default path
2025-07-31 17:22:17 +02:00
00fa15fedc
mtmd : add support for Voxtral ( #14862 )
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Python check requirements.txt / check-requirements (push) Failing after 12s
Python Type-Check / pyright type-check (push) Successful in 1m6s
Update Operations Documentation / update-ops-docs (push) Successful in 12s
* mtmd : add support for Voxtral
* clean up
* fix python requirements
* add [BEGIN_AUDIO] token
* also support Devstral conversion
* add docs and tests
* fix regression for ultravox
* minor coding style improvement
* correct project activation fn
* Apply suggestions from code review
Co-authored-by: Sigbjørn Skjæret <sigbjorn.skjaeret@scala.com >
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Co-authored-by: Sigbjørn Skjæret <sigbjorn.skjaeret@scala.com >
2025-07-28 15:01:48 +02:00
413977de32
mtmd : refactor llava-uhd preprocessing logic ( #14247 )
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* mtmd : refactor llava-uhd preprocessing logic
* fix editorconfig
2025-06-18 10:43:57 +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
bc583e3c63
mtmd : support Qwen 2.5 Omni (input audio+vision, no audio output) ( #13784 )
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* mtmd : allow multiple modalities at the same time
* refactor mtmd tokenizer
* fix compile
* ok, missing SinusoidsPositionEmbedding
* first working version
* fix style
* more strict validate of n_embd
* refactor if..else to switch
* fix regression
* add test for 3B
* update docs
* fix tokenizing with add_special
* add more tests
* fix test case "huge"
* rm redundant code
* set_position_mrope_1d rm n_tokens
2025-05-27 14:06:10 +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
92ecdcc06a
mtmd : add vision support for llama 4 ( #13282 )
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* wip llama 4 conversion
* rm redundant __init__
* fix conversion
* fix conversion
* test impl
* try this
* reshape patch_embeddings_0
* fix view
* rm ffn_post_norm
* cgraph ok
* f32 for pos embd
* add image marker tokens
* Llama4UnfoldConvolution
* correct pixel shuffle
* fix merge conflicts
* correct
* add debug_graph
* logits matched, but it still preceives the image incorrectly
* fix style
* add image_grid_pinpoints
* handle llama 4 preprocessing
* rm load_image_size
* rm unused line
* fix
* small fix 2
* add test & docs
* fix llava-1.6 test
* test: add notion of huge models
* add comment
* add warn about degraded quality
2025-05-19 13:04:14 +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
053367d149
mtmd : support InternVL 2.5 and 3 ( #13422 )
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* convert : internvl support
* InternVL3-1B working
* fix regression
* rm mobilevlm from test
* fix conversion
* add test for internvl
* add to list of pre-quant
* restore boi/eoi check
* add clarify comment for norm eps
2025-05-10 16:26:42 +02:00
2189fd3b63
mtmd : fix batch_view for m-rope ( #13397 )
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* mtmd : fix batch_view for m-rope
* nits : fix comment
2025-05-09 11:18:02 +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
tc-mb
Xuan-Son Nguyen
Matt Clayton