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
6a2bc8bfb7
server : added --no-prefill-assistant flag ( #13608 )
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* added no-prefill-assistant flag
* reworded documentation comment
* updated server README.md
2025-05-17 23:59:48 +02:00
6aa892ec2a
server : do not return error out of context (with ctx shift disabled) ( #13577 )
2025-05-16 21:50:00 +02:00
aea9f8b4e7
webui : improve accessibility for visually impaired people ( #13551 )
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* 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
6c8b91500e
llama-bench : fix -ot with dl backends ( #13563 )
2025-05-15 15:46:55 +02:00
3cc1f1f1d2
webui : handle PDF input (as text or image) + convert pasted long content to file ( #13562 )
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* 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
c753d7bed0
server : proper error handling for missing elements in messages array (OpenAI compatible backend) ( #13540 )
2025-05-15 08:40:58 +02:00
b2838049cc
bench : handle decode errors ( #13548 )
...
ggml-ci
2025-05-15 05:57:02 +03:00
aa48e373f2
server: inject date_string in llama 3.x template + fix date for firefunction v2 (#12802 )
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* Inject date_string in llama 3.x + fix for functionary v2
https://github.com/ggml-org/llama.cpp/issues/12729
* move/fix detection of functionary v3.1 before llama 3.x, fix & test their non-tool mode
Co-authored-by: Sigbjørn Skjæret <sigbjorn.skjaeret@scala.com >
* generate more tokens in test_completion_with_required_tool_tiny_fast to avoid truncation
---------
Co-authored-by: ochafik <ochafik@google.com >
Co-authored-by: Sigbjørn Skjæret <sigbjorn.skjaeret@scala.com >
2025-05-15 02:39:51 +01:00
3198405e98
common: add partial regex support (#12808 )
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* move string_find_partial_stop & string_ends_with to common
* add common_regex (supports partial matches)
Co-authored-by: Georgi Gerganov <ggerganov@gmail.com >
* Update common/regex-partial.cpp
Co-authored-by: Georgi Gerganov <ggerganov@gmail.com >
* Update common/regex-partial.cpp
Co-authored-by: Georgi Gerganov <ggerganov@gmail.com >
* Update common/regex-partial.h
Co-authored-by: Georgi Gerganov <ggerganov@gmail.com >
* partial regex: add missing iterator end checks
* string utils: use string_views
* direct throw to avoid ggml.h include
* regex-partial: replace missed ggml_asserts
---------
Co-authored-by: ochafik <ochafik@google.com >
Co-authored-by: Georgi Gerganov <ggerganov@gmail.com >
2025-05-14 19:50:57 +01:00
053174436f
server : passthrough the /models endpoint during loading ( #13535 )
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* server : passthrough the /models endpoint during loading
* server : update readme + return json for "meta" field
2025-05-14 15:42:10 +03:00
360a9c98e1
server : fix cache_tokens bug with no cache_prompt ( #13533 )
2025-05-14 13:35:07 +02:00
bb1681fbd5
webui : use fflate for more deterministic gzip compress ( #13525 )
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* webui : use pako for more deterministic gzip compress
* simpler code
* use fflate instead of pako
2025-05-14 10:26:12 +02:00
d486dd3e8e
webui: Allow pasting file from clipboard ( #13526 )
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* server: Allow pasting file from clipboard
* server: Prevent default action on file paste
* update build
* format then build combined
---------
Co-authored-by: Xuan Son Nguyen <son@huggingface.co >
2025-05-14 10:07:31 +02:00
e5c834f718
quantize : improve tensor-type pattern matching ( #13033 )
2025-05-13 19:12:31 +02:00
71bdbdb587
clip : clip.h become private API ( ⚠️ breaking change) ( #13510 )
2025-05-13 17:07:21 +02:00
b89d605a91
batched-bench : fix pp batch contents ( #13492 )
2025-05-13 18:01:53 +03:00
b4726345ac
mtmd : remove libllava, remove clip-quantize-cli ( ⚠️ breaking change) ( #13460 )
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* mtmd : remove libllava, remove clip-quantize-cli
* rm clip_model_quantize
2025-05-13 15:33:58 +02:00
cf0a43bb64
llama-bench : add defrag-thold, check for invalid ranges ( #13487 )
2025-05-13 00:31:37 +02:00
de4c07f937
clip : cap max image size 1024 for qwen vl model ( #13478 )
2025-05-12 15:06:51 +02:00
91159ee9df
server : allow content to be null in oaicompat_completion_params_parse ( #13477 )
2025-05-12 13:56:42 +02:00
22cdab343b
llama-bench : accept ranges for integer parameters ( #13410 )
2025-05-12 13:08:22 +02:00
c104023994
mtmd : Use RMS norm for InternVL 3 38B and 78B mmproj ( #13459 )
2025-05-12 00:39:06 +02:00
9a390c4829
tools : fix uninitialized llama_batch in server ( #13436 )
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* add constructor to initialize server_context::batch, preventing destructor's call to llama_batch_free from causing an invalid free()
* Update tools/server/server.cpp
Co-authored-by: Xuan-Son Nguyen <thichthat@gmail.com >
* use C++11 initializer syntax
* switch from Copy-list-initialization to Direct-list-initialization
---------
Co-authored-by: Xuan-Son Nguyen <thichthat@gmail.com >
2025-05-11 17:08:26 +02:00
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
3eac209319
mtmd : support InternVL 3 38B and 78B mmproj ( #13443 )
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* Support InternVL 3 38B and 78B mmproj
* Swap norms in clip.cpp
* Group variables together
2025-05-11 11:35:52 +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
15e6125a39
mtmd : add hard limit on image resolution for qwen2vl / qwen2.5vl ( #13434 )
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* mtmd : add hard limit on image resolution for qwen2vl / qwen2.5vl
* fix typo
2025-05-10 19:57:54 +02:00
3b24d26c22
server : update docs ( #13432 )
2025-05-10 18:44:49 +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
33eff40240
server : vision support via libmtmd ( #12898 )
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* 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
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
efb8b47eda
imatrix : Add --parse-special for enabling parsing of special tokens in imatrix calculation ( #13389 )
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* Add --parse-special for enabling parsing of special tokens in imatrix calculation
* whitespace
2025-05-09 11:53:58 +02:00
0527771dd8
llama-run: add support for downloading models from ModelScope ( #13370 )
...
Signed-off-by: Xiaodong Ye <xiaodong.ye@mthreads.com >
2025-05-09 10:25:50 +01:00
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
3f96aeff39
llama : one-off chat template fix for Mistral-Small-2503 ( #13398 )
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* llama : one-off chat template fix for Mistral-Small-2503
* update readme
* add mistral-v7-tekken
2025-05-09 11:17:51 +02:00
d9c4accaff
server : (webui) rename has_multimodal --> modalities ( #13393 )
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* server : (webui) rename has_multimodal --> modalities
* allow converting SVG to PNG
* less complicated code
2025-05-09 09:06:37 +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
ee01d71e58
server : (webui) fix a very small misalignment ( #13387 )
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* server : (webui) fix a very small misalignment
* restore font-bold
2025-05-08 18:51:45 +02:00
8c83449cb7
server : (webui) revamp the input area, plus many small UI improvements ( #13365 )
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* 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
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
6562e5a4d6
context : allow cache-less context for embeddings ( #13108 )
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* context : allow cache-less context for embeddings
ggml-ci
* context : enable reranking with encode()
ggml-ci
* context : encode() clears embd_seq
ggml-ci
* examples : use llama_encode() when appropriate
ggml-ci
* models : nomic bert moe does not require KV cache
* llama : update comments for llama_decode/llama_encode
ggml-ci
* context : update warning log [no ci]
2025-05-08 14:28:33 +03:00
51fb96b1ff
context : remove logits_all flag ( #13284 )
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* context : remove logits_all flag
ggml-ci
* llama : remove logits_all flag + reorder llama_context_params
ggml-ci
2025-05-08 14:26:50 +03:00
32916a4907
clip : refactor graph builder ( #13321 )
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* 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
233461f812
sampling : Integrate Top-nσ into main sampling chain (and add it to the server) ( #13264 )
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* sampling: add Top-nσ sampler to `llama-server` and sampler ordering
* revert: sampler ordering
* revert: VS' crappy auto-formatting
* revert: VS' crappy auto-formatting pt.2
* revert: my crappy eye sight...
* sampling: add XTC to Top-nσ sampler chain
* sampling: add Dyna. Temp. to Top-nσ sampler chain
* sampling: actually remove Top-nσ from sampler(oops)
* Integrate top_n_sigma into main sampler chain
* Define COMMON_SAMPLER_TYPE_TOP_N_SIGMA
* Formatting
* Lint
* Exit early in the sampler if nsigma < 0
---------
Co-authored-by: CasualAutopsy <casual_autopsy@outlook.com >
2025-05-05 22:12:19 +02:00
b34c859146
server : Webui - change setText command from parent window to also send the message. ( #13309 )
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* setText command from parent window for llama-vscode now sends the message automatically.
* Upgrade packages versions to fix vulnerabilities with "npm audit fix" command.
* Fix code formatting.
* Add index.html.gz changes.
* Revert "Upgrade packages versions to fix vulnerabilities with "npm audit fix" command."
This reverts commit 67687b7fdaivailo.gardev@akros.ch >
Co-authored-by: Xuan Son Nguyen <son@huggingface.co >
2025-05-05 16:03:31 +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
5215b91e93
clip : fix confused naming ffn_up and ffn_down ( #13290 )
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* 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
2025-05-05 12:54:44 +02:00
27aa259532
mtmd : add C public API ( #13184 )
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* 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()
* add const to various places
* add warning about breaking changes
* helper: use mtmd_image_tokens_get_n_pos
2025-05-04 23:43:42 +02:00
9fdfcdaedd
rpc : use backend registry, support dl backends ( #13304 )
2025-05-04 21:25:43 +02:00
