11 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	9ecf3e66a3	server : support audio input (#13714) ... * server : support audio input * add audio support on webui	2025-05-23 11:03:47 +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	a634d75d1b	mtmd : move helpers to dedicated file (#13442) ... * mtmd : move helpers to dedicated file * fix windows build * rm redundant include	2025-05-11 11:34:23 +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
Xuan-Son Nguyen	2189fd3b63	mtmd : fix batch_view for m-rope (#13397) ... * mtmd : fix batch_view for m-rope * nits : fix comment	2025-05-09 11:18:02 +02:00
Matt Clayton	f05a6d71a0	mtmd : Expose helper_decode_image_chunk (#13366) ... * mtmd: Expose helper_decode_image, output_embd_copy, image_tokens_copy/free * Slim down * Cleanups	2025-05-08 20:25:39 +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