Commit graph

30 commits

Author SHA1 Message Date
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
Georgi Gerganov
cc74d5be99
server : pad small embedding batches (#13692)
ggml-ci
2025-05-22 16:33:39 +03:00
Georgi Gerganov
5fbfe384d4
server : improve error reporting (#13680) 2025-05-21 19:46:56 +03:00
Robin Davidsson
0d5c742161
server : Add the endpoints /api/tags and /api/chat (#13659)
* Add the endpoints /api/tags and /api/chat

Add the endpoints /api/tags and /api/chat, and improved the model metadata response

* Remove trailing whitespaces

* Removed code that is not needed for copilot to work.
2025-05-21 15:15:27 +02:00
Dorin-Andrei Geman
42158ae2e8
server : fix first message identification (#13634)
* server : fix first message identification

When using the OpenAI SDK (https://github.com/openai/openai-node/blob/master/src/lib/ChatCompletionStream.ts#L623-L626) we noticed that the expected assistant role is missing in the first streaming message. Fix this by correctly checking for the first message.

Co-authored-by: Piotr Stankiewicz <piotr.stankiewicz@docker.com>
Signed-off-by: Dorin Geman <dorin.geman@docker.com>

* server : Fix checks for first role message for stream=True

Co-authored-by: Piotr Stankiewicz <piotr.stankiewicz@docker.com>
Signed-off-by: Dorin Geman <dorin.geman@docker.com>

---------

Signed-off-by: Dorin Geman <dorin.geman@docker.com>
Co-authored-by: Piotr Stankiewicz <piotr.stankiewicz@docker.com>
2025-05-21 15:07:57 +02:00
Georgi Gerganov
797f2ac062
kv-cache : simplify the interface (#13660)
* kv-cache : simplify the interface

ggml-ci

* context : revert llama_batch_allocr position change

ggml-ci
2025-05-21 15:11:13 +03:00
Georgi Gerganov
e298d2fbd0
kv-cache : add SWA support (#13194)
* kv-cache : prepare for SWA

ggml-ci

* kv-cache : initial iSWA implementation

ggml-ci

* kv-cache : rework error recovery logic

ggml-ci

* models : fix Phi-3 SWA parameters

ggml-ci

* model : adjust Granite to rope factor changes

ggml-ci

* server : check if context can do shifts

ggml-ci

* iswa : for now, always enable shifts (experiment)

ggml-ci

* kv-cache : simplify SWA logic

ggml-ci

* kv-cache : apply defrag when we fail to find slots for the batch

ggml-ci

* llama : update docs about llama_decode

ggml-ci

* kv-cache : update warning logs when no space for the batch is available

ggml-ci

* llama : add llama_kv_self_seq_pos_min()

* kv-cache : keep track of partial SWA computes and print warnings

* server : disallow use cases involving partial SWA context

ggml-ci

* llama : add param to control SWA cache size

ggml-ci

* minor : clean-up

ggml-ci
2025-05-20 08:05:46 +03:00
Isaac McFadyen
6a2bc8bfb7
server : added --no-prefill-assistant flag (#13608)
* added no-prefill-assistant flag

* reworded documentation comment

* updated server README.md
2025-05-17 23:59:48 +02:00
Xuan-Son Nguyen
6aa892ec2a
server : do not return error out of context (with ctx shift disabled) (#13577) 2025-05-16 21:50:00 +02:00
Xuan-Son Nguyen
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 Nguyen
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
Piotr Wilkin (ilintar)
c753d7bed0
server : proper error handling for missing elements in messages array (OpenAI compatible backend) (#13540) 2025-05-15 08:40:58 +02:00
Olivier Chafik
aa48e373f2
server: inject date_string in llama 3.x template + fix date for firefunction v2 (#12802)
* 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
Olivier Chafik
3198405e98
common: add partial regex support (#12808)
* 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
Georgi Gerganov
053174436f
server : passthrough the /models endpoint during loading (#13535)
* server : passthrough the /models endpoint during loading

* server : update readme + return json for "meta" field
2025-05-14 15:42:10 +03:00
Xuan-Son Nguyen
360a9c98e1
server : fix cache_tokens bug with no cache_prompt (#13533) 2025-05-14 13:35:07 +02:00
Xuan-Son Nguyen
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
Luca Stefani
d486dd3e8e
webui: Allow pasting file from clipboard (#13526)
* 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
Anudit Nagar
91159ee9df
server : allow content to be null in oaicompat_completion_params_parse (#13477) 2025-05-12 13:56:42 +02:00
Anthony Umfer
9a390c4829
tools : fix uninitialized llama_batch in server (#13436)
* 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
Xuan-Son Nguyen
3b24d26c22
server : update docs (#13432) 2025-05-10 18:44:49 +02:00
Xuan-Son Nguyen
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 Nguyen
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 Nguyen
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 Nguyen
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
Georgi Gerganov
6562e5a4d6
context : allow cache-less context for embeddings (#13108)
* 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
oobabooga
233461f812
sampling : Integrate Top-nσ into main sampling chain (and add it to the server) (#13264)
* 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
igardev
b34c859146
server : Webui - change setText command from parent window to also send the message. (#13309)
* 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 67687b7fda8a293724ba92ea30bb151677406bc8.

* easier approach

* add setTimeout

---------

Co-authored-by: igardev <ivailo.gardev@akros.ch>
Co-authored-by: Xuan Son Nguyen <son@huggingface.co>
2025-05-05 16:03:31 +02:00
Diego Devesa
1d36b3670b
llama : move end-user examples to tools directory (#13249)
* llama : move end-user examples to tools directory

---------

Co-authored-by: Xuan Son Nguyen <son@huggingface.co>
2025-05-02 20:27:13 +02:00