tqcq/llama.cpp
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17 Commits

Author SHA1 Message Date
Xuan-Son Nguyen
10961339b2 mtmd : move helpers to dedicated library (⚠️ breaking change) (#13866) 
* mtmd : move helpers to dedicated library

* fix server build

* rm leftover cmakelist code
 2025-05-28 22:35:22 +02:00
Xuan-Son Nguyen
bc583e3c63 mtmd : support Qwen 2.5 Omni (input audio+vision, no audio output) (#13784) 
* 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
Xuan-Son Nguyen
40aaa8a403 mtmd : add support for Qwen2-Audio and SeaLLM-Audio (#13760) 
* 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
Xuan-Son Nguyen
797990c4bc mtmd : add ultravox audio input (#13623) 
* 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
Xuan-Son Nguyen
92ecdcc06a mtmd : add vision support for llama 4 (#13282) 
* 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
Xuan-Son Nguyen
71bdbdb587 clip : clip.h become private API (⚠️ breaking change) (#13510) 2025-05-13 17:07:21 +02:00
Xuan-Son Nguyen
b4726345ac mtmd : remove libllava, remove clip-quantize-cli (⚠️ breaking change) (#13460) 
* mtmd : remove libllava, remove clip-quantize-cli

* rm clip_model_quantize
 2025-05-13 15:33:58 +02:00
Xuan-Son Nguyen
de4c07f937 clip : cap max image size 1024 for qwen vl model (#13478) 2025-05-12 15:06:51 +02:00
City
c104023994 mtmd : Use RMS norm for InternVL 3 38B and 78B mmproj (#13459) 2025-05-12 00:39:06 +02:00
David Huang
7f323a589f Add --no-op-offload to improve -ot pp perf in MoE models like llama4 400B (#13386) 2025-05-11 14:18:39 +02:00
City
3eac209319 mtmd : support InternVL 3 38B and 78B mmproj (#13443) 
* Support InternVL 3 38B and 78B mmproj

* Swap norms in clip.cpp

* Group variables together
 2025-05-11 11:35:52 +02:00
Xuan-Son Nguyen
15e6125a39 mtmd : add hard limit on image resolution for qwen2vl / qwen2.5vl (#13434) 
* mtmd : add hard limit on image resolution for qwen2vl / qwen2.5vl

* fix typo
 2025-05-10 19:57:54 +02:00
Xuan-Son Nguyen
053367d149 mtmd : support InternVL 2.5 and 3 (#13422) 
* 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
Diego Devesa
27ebfcacba llama : do not crash if there is no CPU backend (#13395) 
* llama : do not crash if there is no CPU backend

* add checks to examples
 2025-05-09 13:02:07 +02:00
welix
0ccc121354 mtmd : fix the calculation of n_tokens for smolvlm (#13381) 
Co-authored-by: Taichi Nishimura <Taichi.A.Nishimura@sony.com>
 2025-05-08 15:03:53 +02:00
Xuan-Son Nguyen
32916a4907 clip : refactor graph builder (#13321) 
* mtmd : refactor graph builder

* fix qwen2vl

* clean up siglip cgraph

* pixtral migrated

* move minicpmv to a dedicated build function

* move max_feature_layer to build_llava

* use build_attn for minicpm resampler

* fix windows build

* add comment for batch_size

* also support tinygemma3 test model

* qwen2vl does not use RMS norm

* fix qwen2vl norm (2)
 2025-05-06 22:40:24 +02:00
Xuan-Son Nguyen
9b61acf060 mtmd : rename llava directory to mtmd (#13311) 
* mv llava to mtmd

* change ref everywhere
 2025-05-05 16:02:55 +02:00