Commit Graph
100 Commits
Author SHA1 Message Date
Xuan-Son NguyenandGitHub e509411cf1 server: enable jinja by default, update docs (#17524)
* server: enable jinja by default, update docs

* fix tests
2025-11-27 01:02:50 +01:00
b8372eecd9 server: split server.cpp code into server/common/task/queue (#17362)
* add server-task, server-common

* add server-queue

* rm redundant includes

* move enum stop_type to server-task

* server : headers cleanup

---------

Co-authored-by: Georgi Gerganov <ggerganov@gmail.com>
2025-11-24 14:41:53 +01:00
Xuan-Son NguyenandGitHub 054a45c3d3 grammar: fix regression caused by #17381 (#17412)
* grammar: fix regression caused by #17381

* more readable
2025-11-20 18:35:10 +01:00
10e9780154 chat: fix int overflow, prevent size calculation in float/double (#17357)
* chat: fix int overflow, prevent size calculation in float/double

* Update common/chat.cpp

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

---------

Co-authored-by: Georgi Gerganov <ggerganov@gmail.com>
2025-11-18 19:11:53 +01:00
0de8878c96 server: split HTTP into its own interface (#17216)
* server: split HTTP into its own interface

* move server-http and httplib to its own file

* add the remaining endpoints

* fix exception/error handling

* renaming

* missing header

* fix missing windows header

* fix error responses from http layer

* fix slot save/restore handler

* fix case where only one stream chunk is returned

* add NOMINMAX

* do not call sink.write on empty data

* use safe_json_to_str for SSE

* clean up

* add some comments

* improve usage of next()

* bring back the "server is listening on" message

* more generic handler

* add req.headers

* move the chat template print to init()

* add req.path

* cont : minor

---------

Co-authored-by: Georgi Gerganov <ggerganov@gmail.com>
2025-11-17 22:05:44 +01:00
Xuan-Son NguyenandGitHub 9b17d74ab7 mtmd: add mtmd_log_set (#17268) 2025-11-14 15:56:19 +01:00
Xuan-Son NguyenandGitHub c4abcb2457 server: fixing naming conflict res_error (#17243) 2025-11-13 20:53:47 +01:00
Xuan-Son NguyenandGitHub 00c94083b3 server: (refactor) implement generator-based API for task results (#17174)
* server: (refactor) implement generator-based API for task results

* improve

* moving some code

* fix "Response ended prematurely"

* add sink.done before return false

* rm redundant check

* rm unused var

* rename generator --> reader
2025-11-12 18:50:52 +01:00
Xuan-Son NguyenandGitHub 017eceed61 ci: add check vendor job (#17179)
* ci: add check vendor job

* use dev version of miniaudio

* move to dedicated workflow, only run on related files changed
2025-11-12 14:56:02 +01:00
Xuan-Son NguyenandGitHub ee8dd5c658 server: move res_error/res_ok to static function (#17167) 2025-11-12 14:17:24 +01:00
Xuan-Son NguyenandGitHub 1d45b4228f vendor: split httplib to cpp/h files (#17150)
* vendor: split httplib to cpp/h files

* move defines

* include httplib if curl is not used

* add TODO

* fix build ios

* fix build visionos instead
2025-11-11 13:32:58 +01:00
Xuan-Son NguyenandGitHub 4b13a684c5 mtmd: fix patch_size initialized to random value in audio models (#17128)
* mtmd: fix patch_size initialized to random value in audio models

* add default hparams
2025-11-10 11:41:05 +01:00
aa3b7a90b4 arg: add --cache-list argument to list cached models (#17073)
* arg: add --cache-list argument to list cached models

* new manifest naming format

* improve naming

* Update common/arg.cpp

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

---------

Co-authored-by: Georgi Gerganov <ggerganov@gmail.com>
2025-11-08 21:54:14 +01:00
5c9a18e674 common: move download functions to download.(cpp|h) (#17059)
* common: move download functions to download.(cpp|h)

* rm unused includes

* minor cleanup

---------

Co-authored-by: Georgi Gerganov <ggerganov@gmail.com>
2025-11-07 11:23:34 +01:00
Xuan-Son NguyenandGitHub 4882f0ff78 clip: implement minicpm-v sinusoidal embd using GGML (#17036)
* clip: implement minicpm-v sinusoidal embd using GGML

* fix repeat op
2025-11-06 11:02:54 +01:00
Xuan-Son NguyenandGitHub 92bb84f775 mtmd: allow QwenVL to process larger image by default (#17020) 2025-11-05 14:26:49 +01:00
Xuan-Son NguyenandGitHub 2f0c2db43e mtmd: improve struct initialization (#16981) 2025-11-05 11:26:37 +01:00
Xuan-Son NguyenandGitHub 070ff4d535 mtmd: add --image-min/max-tokens (#16921) 2025-11-03 11:11:18 +01:00
Xuan-Son NguyenandGitHub bf7b0c9725 mtmd: pad mask for qwen2.5vl (#16954)
* mtmd: pad mask for qwen2.5vl

* improve
2025-11-03 10:25:55 +01:00
Xuan-Son NguyenandGitHub cf659bbb8e mtmd: refactor preprocessing + support max/min pixels (#16878)
* mtmd: refactor preprocessing + support max/min pixels

* fix mlp type

* implement mix/max pixels

* improve hparams

* better image preproc for qwen

* fix

* fix out of bound composite

* fix (2)

* fix token calculation

* get_merge_kernel_size()

* fix llama4 and lfm2

* gonna fix them all

* use simple resize for qwen

* qwen: increase min tokens

* no resize if dst size == src size

* restore to initial min/max tokens value for qwen
2025-11-01 15:51:36 +01:00
Xuan-Son NguyenandGitHub 3464bdac37 llama: fix ASAN error with M-RoPE (#16848) 2025-10-29 20:11:39 +01:00
e3af5563bd llama: store mrope data in KV cell (#16825)
* 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
Xuan-Son NguyenandGitHub e1ab084803 mtmd : fix idefics3 preprocessing (#16806)
* mtmd : fix idefics3 preprocessing

* disable granite test

* fix test for granite
2025-10-27 23:12:16 +01:00
Xuan-Son NguyenandGitHub c55d53acec model : add LightOnOCR-1B model (#16764)
* model : add LightOnOCR-1B model

* add test
2025-10-27 16:02:58 +01:00
Xuan-Son NguyenandGitHub d0660f237a mtmd-cli : allow using --jinja (#16718)
* mtmd-cli : allow using --jinja

* support -sys

* implement chat_history

* fix clear memory

* rm -sys support, added TODO
2025-10-23 15:00:49 +02:00
Xuan-Son NguyenandGitHub 1bb4f43380 mtmd : support home-cooked Mistral Small Omni (#14928) 2025-10-16 19:00:31 +02:00
3e3cb19f64 llama-quant: add support for mmproj (#16592)
* llama-quant: add support for mmproj

* Update src/llama.cpp

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

* check prefix instead

* small fix

---------

Co-authored-by: Georgi Gerganov <ggerganov@gmail.com>
2025-10-15 14:48:08 +02:00
Xuan-Son NguyenandGitHub 05a2458121 codeowners : update ownership for @ngxson and @allozuar (#16128) 2025-09-22 11:10:58 +03:00
Xuan-Son NguyenandGitHub 4b8560ab56 chat : fix build on arm64 (#16101) 2025-09-19 13:02:51 +07:00
Xuan-Son NguyenandGitHub 0dd58b6877 ggml : refactor forward_dup for cpu backend (#16062)
* ggml : refactor forward_dup for cpu backend

* clean up a bit

* add quant/dequant perf test
2025-09-19 06:31:56 +02:00
Xuan-Son NguyenandGitHub 8f8f2274ee convert : add Llama4ForCausalLM (#16042)
* convert : add Llama4ForCausalLM

* handle swa

* half working version

* fix use_kq_norm

* fix use_kq_norm
2025-09-17 19:18:21 +02:00
Xuan-Son NguyenandGitHub 56920f5665 server : bring back timings_per_token (#15879) 2025-09-08 16:50:05 +02:00
Xuan-Son NguyenandGitHub 9fcb29f22f ggml: allow casting between f32 and i32 (#15783)
* ggml: allow casting between f32 and i32

* fix cuda

* add vulkan

* fix CPU non-cont

* add non-cont test case

* add note

* extend test number range

* correct note

* add cont version for vulkan
2025-09-08 12:33:01 +02:00
Xuan-Son NguyenandGitHub 3c3635d2f2 server : speed up tests (#15836)
* server : speed up tests

* clean up

* restore timeout_seconds in some places

* flake8

* explicit offline
2025-09-06 14:45:24 +02:00
61bdfd5298 server : implement prompt processing progress report in stream mode (#15827)
* server : implement `return_progress`

* add timings.cache_n

* add progress.time_ms

* add test

* fix test for chat/completions

* readme: add docs on timings

* use ggml_time_us

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

---------

Co-authored-by: Georgi Gerganov <ggerganov@gmail.com>
2025-09-06 13:35:04 +02:00
Xuan-Son NguyenandGitHub a68d914426 server: add exceed_context_size_error type (#15780)
* server: add exceed_context_size_error type

* change error code to 400
2025-09-04 11:50:23 +02:00
Xuan-Son NguyenandGitHub 79a546220c mtmd : support Kimi VL model (#15458)
* convert : fix tensor naming conflict for llama 4 vision

* convert ok

* support kimi vision model

* clean up

* fix style

* fix calc number of output tokens

* refactor resize_position_embeddings

* add test case

* rename build fn

* correct a small bug
2025-08-26 12:54:19 +02:00
Xuan-Son NguyenandGitHub 945e1f12a6 ggml : fix condition of im2col on Metal backend (#15460) 2025-08-21 08:32:26 +03:00
Xuan-Son NguyenandGitHub e9288e8869 chat : clarify the meaning of reasoning_format (#15408)
* chat : clarify the meaning of reasoning_format

* add link to this PR
2025-08-19 10:29:36 +02:00
Xuan-Son NguyenandGitHub f08c4c0d8d mtmd : clean up clip_n_output_tokens (#15391) 2025-08-18 22:53:52 +02:00
Xuan-Son NguyenandGitHub fba5c0d680 chat : hotfix gpt-oss jinja raising an exception (#15243)
* chat : hotfix gpt-oss jinja raising an exception

* fix
2025-08-11 15:31:35 +02:00
Xuan-Son NguyenandGitHub 53d0a12658 server : allow specifying reasoning_format in HTTP request (#15238) 2025-08-11 14:48:41 +02:00
Xuan-Son NguyenandGitHub 50aa938901 convert : support non-mxfp4 HF model (#15153)
* convert : support non-mxfp4 HF model

* rm redundant check

* disable debug check
2025-08-07 23:26:03 +02:00
00fa15fedc mtmd : add support for Voxtral (#14862)
* 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>

---------

Co-authored-by: Sigbjørn Skjæret <sigbjorn.skjaeret@scala.com>
2025-07-28 15:01:48 +02:00
Xuan-Son NguyenandGitHub 820de57d4f chat : fix kimi-k2 chat template (#14852) 2025-07-24 13:59:56 +02:00
Xuan-Son NguyenandGitHub 435a6d10d6 llama : minor coding style fix for smollm3 (#14605) 2025-07-10 10:00:20 +03:00
Xuan-Son NguyenandGitHub cb9178f885 llama : remove llm_graph_input_one (#14603) 2025-07-09 23:09:28 +02:00
Xuan-Son NguyenandGitHub 98bab638fb ggml : add ggml_scale_bias (#14417)
* ggml : add ggml_scale_bias

* ggml_vec_mad1_f32

* add more simd

* add CUDA

* sycl

* vulkan

* cann (placeholder)

* opencl

* will this fix cpu?

* fix cuda

* suggestions from coderabbit

* fix cann compile error

* vDSP_vsmsa

* rm __ARM_FEATURE_SVE

* use memcpy for op params

* make code looks more consistent

* use scalar for __ARM_FEATURE_SVE

* add x param to ggml_vec_mad1_f32
2025-07-09 18:16:12 +02:00
Xuan-Son NguyenandGitHub 20b7bf8a32 convert : fix smollm3 jinja template (#14586) 2025-07-09 09:26:13 +03:00
08382869a2 model : add SmolLM3 (#14581)
* Init - first pass.

* Model -> ModelBase.

* fix errors in conversion.

* Update the graph.

* up.

* up.

* wip

* cgraph ok

* rm redundant code

---------

Co-authored-by: Vaibhavs10 <vaibhavs10@gmail.com>
2025-07-08 18:07:01 +02:00
8f22dc0a53 model : add hunyuan moe (#14425)
* model : add hunyuan moe

* tokenizer ok

* fix tensor name

* cgraph init

* chat template

* wip

* almost working

* skip embed, fix bos

* cleanup

* yarn scaling

* cleanup

* correct rope type

* failed token fix

* ntk alpha freq_base

* tokenization working

* cleanup and pr changes

* vocab_size sanity check

* ntk alpha generic

* Update convert_hf_to_gguf.py

* Apply suggestions from code review

* fix regression

* fix style

---------

Co-authored-by: kooshi <1934337+kooshi@users.noreply.github.com>
2025-07-08 11:24:06 +03:00
Xuan-Son NguyenandGitHub 0c2ee38ab7 convert : correct gemma 3n conversion (#14450)
* convert : correct gemma 3n conversion

* rm redundant code
2025-07-03 10:03:06 +02:00
Xuan-Son NguyenandGitHub 8846aace49 model : gemma3n text-only (#14400)
* gemma3n

* add llm_graph_input_one
2025-06-26 20:34:02 +03:00
Xuan-Son NguyenandGitHub 413977de32 mtmd : refactor llava-uhd preprocessing logic (#14247)
* mtmd : refactor llava-uhd preprocessing logic

* fix editorconfig
2025-06-18 10:43:57 +02:00
Xuan-Son NguyenandGitHub 95402553a5 llama-chat : fix multiple system message for gemma, orion (#14246) 2025-06-18 09:58:43 +02:00
Xuan-Son NguyenandGitHub 3ac67535c8 llama-graph : use ggml_repeat_4d (#13998) 2025-06-04 10:11:26 +02:00
Xuan-Son NguyenandGitHub ea1431b0fa docs : add "Quick start" section for new users (#13862)
* docs : add "Quick start" section for non-technical users

* rm flox

* Update README.md
2025-06-03 13:09:36 +02:00
bfd322796c mtmd : fix memory leak in mtmd_helper_eval_chunk_single (#13961)
* mtmd : fix memory in mtmd_helper_eval_chunk_single

* mtmd-cli : fix mem leak

* Update tools/mtmd/mtmd-cli.cpp

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

---------

Co-authored-by: Georgi Gerganov <ggerganov@gmail.com>
2025-06-02 16:29:28 +02:00
Xuan-Son NguyenandGitHub 51fa76f172 mtmd : drop _shared from libmtmd name, merge helpers into libmtmd (⚠️ breaking change) (#13917)
* 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
Xuan-Son NguyenandGitHub 07e4351ce6 convert : allow partial update to the chkhsh pre-tokenizer list (#13847)
* convert : allow partial update to the chkhsh pre-tokenizer list

* code style

* update tokenizer out

* rm inp/out files for models not having gguf

* fixed hash for glm

* skip nomic-bert-moe test

* Update convert_hf_to_gguf_update.py

* fix minerva-7b hash

* rm redundant import
2025-05-30 12:24:37 +02:00
Xuan-Son NguyenandGitHub 763d06edb7 llama : fix KV shift for qwen2vl (#13870)
* llama : fix KV shift for qwen2vl

* add ref to the PR
2025-05-28 22:35:31 +02:00
Xuan-Son NguyenandGitHub 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 NguyenandGitHub a3938fb53d convert : fix qwen omni conversion (#13859)
* convert : fix qwen omni conversion

* fix typo
2025-05-28 16:12:35 +02:00
Xuan-Son NguyenandGitHub 26b79b6cb3 convert : fix tensor naming conflict for llama 4 vision (#13836)
* convert : fix tensor naming conflict for llama 4 vision

* add comment
2025-05-28 10:05:54 +02:00
Xuan-Son NguyenandGitHub a8ea03d8ad ggml : add ggml_repeat_4d (#13824) 2025-05-27 15:53:55 +02:00
Xuan-Son NguyenandGitHub 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 NguyenandGitHub 2f099b510f webui : bump max upload file size to 500MB (#13779) 2025-05-25 18:02:18 +01:00
Xuan-Son NguyenandGitHub 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 NguyenandGitHub 4c32832c59 ggml : add ggml_gelu_erf() CUDA kernel (#13719)
* ggml : add ggml_gelu_erf() CUDA kernel

* missing semicolon
2025-05-24 13:06:47 +02:00
Xuan-Son NguyenandGitHub 8a2afb7520 llama : allow custom list of swa_layers (#13726) 2025-05-23 17:07:04 +02:00
Xuan-Son NguyenandGitHub 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 NguyenandGitHub e16c4731c7 ggml : fix the order of ggml_unary_op (#13718) 2025-05-23 08:12:48 +02:00
Xuan-Son NguyenandGitHub 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 NguyenandGitHub cf4cb59e64 ggml : add ggml_gelu_erf() (#13667)
* ggml : add ggml_gelu_na (not approximated)

* fix naming order

* rename na --> erf

* apply review suggesions

* revert naming order
2025-05-21 16:26:33 +02:00
Xuan-Son NguyenandGitHub 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 NguyenandGitHub 6aa892ec2a server : do not return error out of context (with ctx shift disabled) (#13577) 2025-05-16 21:50:00 +02:00
Xuan-Son NguyenandGitHub aea9f8b4e7 webui : improve accessibility for visually impaired people (#13551)
* webui : improve accessibility for visually impaired people

* add a11y for extra contents

* fix some labels being read twice

* add skip to main content
2025-05-16 21:49:01 +02:00
Xuan-Son NguyenandGitHub 06c1e4abc1 readme : add list of dependencies and their license (#13591) 2025-05-16 20:04:18 +02:00
Xuan-Son NguyenandGitHub c531edfa34 convert : fix conversion for llama 4 (#13567) 2025-05-15 17:40:07 +02:00
Xuan-Son NguyenandGitHub 3cc1f1f1d2 webui : handle PDF input (as text or image) + convert pasted long content to file (#13562)
* webui : handle PDF input (as text or image)

* handle the case where pdf image + server without mtmd

* fix bug missing pages
2025-05-15 14:24:50 +02:00
Xuan-Son NguyenandGitHub 360a9c98e1 server : fix cache_tokens bug with no cache_prompt (#13533) 2025-05-14 13:35:07 +02:00
Xuan-Son NguyenandGitHub bb1681fbd5 webui : use fflate for more deterministic gzip compress (#13525)
* webui : use pako for more deterministic gzip compress

* simpler code

* use fflate instead of pako
2025-05-14 10:26:12 +02:00
Xuan-Son NguyenandGitHub 71bdbdb587 clip : clip.h become private API (⚠️ breaking change) (#13510) 2025-05-13 17:07:21 +02:00
Xuan-Son NguyenandGitHub 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 NguyenandGitHub de4c07f937 clip : cap max image size 1024 for qwen vl model (#13478) 2025-05-12 15:06:51 +02:00
Xuan-Son NguyenandGitHub df8491922f ggml : add mrope kernel for metal (#13457) 2025-05-12 10:29:13 +02:00
Xuan-Son NguyenandGitHub 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 NguyenandGitHub 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 NguyenandGitHub 3b24d26c22 server : update docs (#13432) 2025-05-10 18:44:49 +02:00
Xuan-Son NguyenandGitHub 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 NguyenandGitHub 7fef11766c arg : add env var to control mmproj (#13416)
* arg : add env var to control mmproj

* small note about -hf --mmproj
2025-05-10 08:16:29 +02:00
33eff40240 server : vision support via libmtmd (#12898)
* server : (experimental) vision support via libmtmd

* mtmd : add more api around mtmd_image_tokens

* mtmd : add more api around mtmd_image_tokens

* mtmd : ability to calc image hash

* shared_ptr for mtmd_image_tokens

* move hash to user-define ID (fixed)

* abstract out the batch management

* small fix

* refactor logic adding tokens to batch

* implement hashing image

* use FNV hash, now hash bitmap instead of file data

* allow decoding image embedding to be split into batches

* rm whitespace

* disable some features when mtmd is on

* fix --no-mmproj-offload

* mtmd_context_params no timings

* refactor server_inp to server_tokens

* fix the failing test case

* init

* wip

* working version

* add mtmd::bitmaps

* add test target

* rm redundant define

* test: mtmd_input_chunks_free

* rm outdated comment

* fix merging issue

* explicitly create mtmd::input_chunks

* mtmd_input_chunk_copy

* add clone()

* improve server_input struct

* clip :  fix confused naming ffn_up and ffn_down

* rm ffn_i/o/g naming

* rename n_embd, n_ff

* small fix

* no check n_ff

* fix detokenize

* add const to various places

* add warning about breaking changes

* add c api

* helper: use mtmd_image_tokens_get_n_pos

* fix ctx_shift

* fix name shadowing

* more strict condition

* support remote image_url

* remote image_url log

* add CI test

* do not log base64

* add "has_multimodal" to /props

* remove dangling image

* speculative: use slot.cache_tokens.insert

* Apply suggestions from code review

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

* rm can_be_detokenized

* on prmpt processing done, assert cache_tokens.size

* handle_completions_impl returns void

* adapt the new web ui

* update docs and hot topics

* rm assert

* small fix (2)

---------

Co-authored-by: Georgi Gerganov <ggerganov@gmail.com>
2025-05-09 19:29:37 +02:00
Xuan-Son NguyenandGitHub 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
Xuan-Son NguyenandGitHub 3f96aeff39 llama : one-off chat template fix for Mistral-Small-2503 (#13398)
* llama : one-off chat template fix for Mistral-Small-2503

* update readme

* add mistral-v7-tekken
2025-05-09 11:17:51 +02:00
Xuan-Son NguyenandGitHub d9c4accaff server : (webui) rename has_multimodal --> modalities (#13393)
* server : (webui) rename has_multimodal --> modalities

* allow converting SVG to PNG

* less complicated code
2025-05-09 09:06:37 +02:00
Xuan-Son NguyenandGitHub ee01d71e58 server : (webui) fix a very small misalignment (#13387)
* server : (webui) fix a very small misalignment

* restore font-bold
2025-05-08 18:51:45 +02:00
Xuan-Son NguyenandGitHub 8c83449cb7 server : (webui) revamp the input area, plus many small UI improvements (#13365)
* rework the input area

* process selected file

* change all icons to heroicons

* fix thought process collapse

* move conversation more menu to sidebar

* sun icon --> moon icon

* rm default system message

* stricter upload file check, only allow image if server has mtmd

* build it

* add renaming

* better autoscroll

* build

* add conversation group

* fix scroll

* extra context first, then user input in the end

* fix <hr> tag

* clean up a bit

* build

* add mb-3 for <pre>

* throttle adjustTextareaHeight to make it less laggy

* (nits) missing padding in sidebar

* rm stray console log
2025-05-08 15:37:29 +02:00
Xuan-Son NguyenandGitHub 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 NguyenandGitHub 2f54e348ad llama : fix build_ffn without gate (#13336)
* llama : fix build_ffn without gate

* fix build on windows

* Revert "fix build on windows"

This reverts commit fc420d3c7eef3481d3d2f313fef2757cb33a7c56.
2025-05-06 14:25:40 +02:00
Xuan-Son NguyenandGitHub 9b61acf060 mtmd : rename llava directory to mtmd (#13311)
* mv llava to mtmd

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