99 Commits

Author SHA1 Message Date
Georgi Gerganov
e0dbec0bc6
llama : refactor llama_context, llama_kv_cache, llm_build_context (#12181)
* llama : refactor llama_context, llama_kv_cache, llm_build_context

ggml-ci

* graph : don't mutate the KV cache during defrag

ggml-ci

* context : reduce virtuals + remove test function

ggml-ci

* context : move interface implementation to source file + factory

ggml-ci

* graph : move KV cache build functions to llama_context impl

ggml-ci

* graph : remove model reference from build_pooling

ggml-ci

* graph : remove llama_model reference

ggml-ci

* kv_cache : provide rope factors

ggml-ci

* graph : rework inputs to use only unique_ptr, remove attn input abstraction

ggml-ci

* context : remove llama_context_i abstraction

ggml-ci

* context : clean-up

ggml-ci

* graph : clean-up

ggml-ci

* llama : remove redundant keywords (struct, enum)

ggml-ci

* model : adapt gemma3

ggml-ci

* graph : restore same attention ops as on master

ggml-ci

* llama : remove TODO + fix indent

ggml-ci
2025-03-13 12:35:44 +02:00
Olivier Chafik
be421fc429
tool-call: ensure there's always a non-empty tool call id (#12292) 2025-03-10 09:45:29 +00:00
Olivier Chafik
669912d9a5
tool-call: fix Qwen 2.5 Coder support, add micro benchmarks, support trigger patterns for lazy grammars (#12034)
* sampler: turn lazy grammar trigger words to regexes

* add scripts/tool_bench.sh & .py

* constrain llama json output regardless of function name if matches at beginning

* update relaxed newline space rule in grammar tests

* support add_generation_prompt query parameter (useful for /apply_template)

* Update src/llama-grammar.cpp

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

---------

Co-authored-by: Georgi Gerganov <ggerganov@gmail.com>
2025-03-05 13:05:13 +00:00
Olivier Chafik
1a24c4621f
server: fix deadly typo in response_format.json_schema.schema handling (#12168) 2025-03-04 08:24:07 +02:00
Xuan-Son Nguyen
7b69003af7
webui : add ?m=... and ?q=... params (#12148)
* webui : add ?m=... and ?q=... params

* also clear prefilledMessage variable

* better approach

* fix comment

* test: bump timeout on GITHUB_ACTION
2025-03-03 11:42:45 +01:00
Olivier Chafik
63e489c025
tool-call: refactor common chat / tool-call api (+ tests / fixes) (#11900)
* tool-call refactoring: moved common_chat_* to chat.h, common_chat_templates_init return a unique_ptr to opaque type

* addressed clang-tidy lints in [test-]chat.*

* rm minja deps from util & common & move it to common/minja/

* add name & tool_call_id to common_chat_msg

* add common_chat_tool

* added json <-> tools, msgs conversions to chat.h

* fix double bos/eos jinja avoidance hack (was preventing inner bos/eos tokens)

* fix deepseek r1 slow test (no longer <think> opening w/ new template)

* allow empty tools w/ auto + grammar

* fix & test server grammar & json_schema params w/ & w/o --jinja
2025-02-18 18:03:23 +00:00
Xuan-Son Nguyen
63ac128563
server : add TEI API format for /rerank endpoint (#11942)
* server : add TEI API format for /rerank endpoint

* Apply suggestions from code review

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

* fix

* also gitignore examples/server/*.gz.hpp

---------

Co-authored-by: Georgi Gerganov <ggerganov@gmail.com>
2025-02-18 14:21:41 +01:00
xiaobing318
09aaf4f1f5
docs : Fix duplicated file extension in test command (#11935)
This commit fixes an issue in the llama.cpp project where the command for testing the llama-server object contained a duplicated file extension. The original command was:
./tests.sh unit/test_chat_completion.py.py -v -x
It has been corrected to:
./tests.sh unit/test_chat_completion.py -v -x
This change ensures that the test script correctly locates and executes the intended test file, preventing test failures due to an incorrect file name.
2025-02-18 10:12:49 +01:00
Olivier Chafik
c7f460ab88
server: fix tool-call of DeepSeek R1 Qwen, return reasoning_content (Command 7RB & DeepSeek R1) unless --reasoning-format none (#11607)
* extract & return thoughts in reasoning_content field (unless --reasoning-format) for DeepSeek R1 & Command R7B

* tool-calls: add deepseek r1 template (models/templates/llama-cpp-deepseek-r1.jinja) + hackommodate broken official template

* tool-calls: accommodate variety of wrong tool call opening tags both R1 Qwen 32B and 7B distills like to spit out

* server/oai: ensure content is null when there are tool calls, and reasoning_content appears before content for readability

* tool-calls: add DeepSeek R1 Qwen distills to server/README.md & server tests

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

---------

Co-authored-by: Georgi Gerganov <ggerganov@gmail.com>
2025-02-13 10:05:16 +00:00
Olivier Chafik
db288b60cb
tool-call: command r7b fix for normal responses (#11608)
* fix command r7b normal response regex + add to server test

* test multiline non-tool-call responses in test-chat
2025-02-04 15:48:53 +00:00
Olivier Chafik
cde3833239
tool-call: allow --chat-template chatml w/ --jinja, default to chatml upon parsing issue, avoid double bos (#11616)
* tool-call: allow `--jinja --chat-template chatml`

* fix double bos issue (drop bos/eos tokens from jinja template)

* add missing try catch around jinja parsing to default to chatml

* Simplify default chatml logic
2025-02-03 23:49:27 +00:00
Olivier Chafik
4a2b196d03
server : fix --jinja when there's no tools or schema (typo was forcing JSON) (#11531) 2025-01-31 10:12:40 +02:00
Olivier Chafik
8b576b6c55
Tool call support (generic + native for Llama, Functionary, Hermes, Mistral, Firefunction, DeepSeek) w/ lazy grammars (#9639)
---------

Co-authored-by: Xuan Son Nguyen <thichthat@gmail.com>
Co-authored-by: Georgi Gerganov <ggerganov@gmail.com>
Co-authored-by: Xuan Son Nguyen <son@huggingface.co>
2025-01-30 19:13:58 +00:00
Nigel Bosch
eb7cf15a80
server : add /apply-template endpoint for additional use cases of Minja functionality (#11489)
* add /apply-template endpoint to server

* remove unnecessary line

* add /apply-template documentation

* return only "prompt" field in /apply-template

* use suggested idea instead of my overly verbose way
2025-01-29 19:45:44 +01:00
peidaqi
cf8cc856d7
server : Fixed wrong function name in llamacpp server unit test (#11473)
The test_completion_stream_with_openai_library() function is actually with stream=False by default, and test_completion_with_openai_library() with stream=True
2025-01-29 00:03:42 +01:00
Olivier Chafik
6171c9d258
Add Jinja template support (#11016)
* Copy minja from 58f0ca6dd7

* Add --jinja and --chat-template-file flags

* Add missing <optional> include

* Avoid print in get_hf_chat_template.py

* No designated initializers yet

* Try and work around msvc++ non-macro max resolution quirk

* Update test_chat_completion.py

* Wire LLM_KV_TOKENIZER_CHAT_TEMPLATE_N in llama_model_chat_template

* Refactor test-chat-template

* Test templates w/ minja

* Fix deprecation

* Add --jinja to llama-run

* Update common_chat_format_example to use minja template wrapper

* Test chat_template in e2e test

* Update utils.py

* Update test_chat_completion.py

* Update run.cpp

* Update arg.cpp

* Refactor common_chat_* functions to accept minja template + use_jinja option

* Attempt to fix linkage of LLAMA_CHATML_TEMPLATE

* Revert LLAMA_CHATML_TEMPLATE refactor

* Normalize newlines in test-chat-templates for windows tests

* Forward decl minja::chat_template to avoid eager json dep

* Flush stdout in chat template before potential crash

* Fix copy elision warning

* Rm unused optional include

* Add missing optional include to server.cpp

* Disable jinja test that has a cryptic windows failure

* minja: fix vigogne (https://github.com/google/minja/pull/22)

* Apply suggestions from code review

Co-authored-by: Xuan Son Nguyen <thichthat@gmail.com>
Co-authored-by: Georgi Gerganov <ggerganov@gmail.com>

* Finish suggested renamings

* Move chat_templates inside server_context + remove mutex

* Update --chat-template-file w/ recent change to --chat-template

* Refactor chat template validation

* Guard against missing eos/bos tokens (null token otherwise throws in llama_vocab::impl::token_get_attr)

* Warn against missing eos / bos tokens when jinja template references them

* rename: common_chat_template[s]

* reinstate assert on chat_templates.template_default

* Update minja to b8437df626

* Update minja to https://github.com/google/minja/pull/25

* Update minja from https://github.com/google/minja/pull/27

* rm unused optional header

---------

Co-authored-by: Xuan Son Nguyen <thichthat@gmail.com>
Co-authored-by: Georgi Gerganov <ggerganov@gmail.com>
2025-01-21 13:18:51 +00:00
Georgi Gerganov
92bc493917
tests : increase timeout when sanitizers are enabled (#11300)
* tests : increase timeout when sanitizers are enabled

* tests : add DEFAULT_HTTP_TIMEOUT
2025-01-19 20:22:30 +02:00
Xuan Son Nguyen
f30f099228
server : implement cancellable request (#11285)
* server : implement cancellable request

* fix typo

* httplib 0.18.5

* fix i underflow
2025-01-18 14:12:05 +01:00
Georgi Gerganov
e6e7c75d94
server : fix extra BOS in infill endpoint (#11106)
* server : fix extra BOS in infill endpoing

ggml-ci

* server : update infill tests
2025-01-06 15:36:08 +02:00
Xuan Son Nguyen
0da5d86026
server : allow using LoRA adapters per-request (#10994)
* slot.can_batch_with

* lora per request

* test: force disable cache prompt

* move can_batch_with check

* fix condition

* add slow test with llama 8b

* update docs

* move lora change task to queue

* Apply suggestions from code review

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

* lora_base

* remove redundant check

---------

Co-authored-by: Georgi Gerganov <ggerganov@gmail.com>
2025-01-02 15:05:18 +01:00
Xuan Son Nguyen
45095a61bf
server : clean up built-in template detection (#11026)
* server : clean up built-in template detection

* fix compilation

* add chat template test

* fix condition
2024-12-31 15:22:01 +01:00
Xuan Son Nguyen
5896c65232
server : add OAI compat for /v1/completions (#10974)
* server : add OAI compat for /v1/completions

* add test

* add docs

* better docs
2024-12-31 12:34:13 +01:00
Reza Kakhki
9ba399dfa7
server : add support for "encoding_format": "base64" to the */embeddings endpoints (#10967)
* add support for base64

* fix base64 test

* improve test

---------

Co-authored-by: Xuan Son Nguyen <son@huggingface.co>
2024-12-24 21:33:04 +01:00
Djip007
2cd43f4900
ggml : more perfo with llamafile tinyblas on x86_64 (#10714)
* more perfo with llamafile tinyblas on x86_64.

- add bf16 suport
- change dispache strategie (thanks:
https://github.com/ikawrakow/ik_llama.cpp/pull/71 )
- reduce memory bandwidth

simple tinyblas dispache and more cache freindly

* tinyblas dynamic dispaching

* sgemm: add M blocs.

* - git 2.47 use short id of len 9.
- show-progress is not part of GNU Wget2

* remove not stable test
2024-12-24 18:54:49 +01:00
NeverLucky
09fe2e7613
server: allow filtering llama server response fields (#10940)
* llama_server_response_fields

* llama_server_response_fields_fix_issues

* params fixes

* fix

* clarify docs

* change to "response_fields"

---------

Co-authored-by: Xuan Son Nguyen <son@huggingface.co>
2024-12-24 17:39:49 +01:00
Xuan Son Nguyen
485dc01214
server : add system_fingerprint to chat/completion (#10917)
* server : add system_fingerprint to chat/completion

* update README
2024-12-23 12:02:44 +01:00
Xuan Son Nguyen
57bb2c40cd
server : fix logprobs, make it OAI-compatible (#10783)
* server : fix logprobs, make it openai-compatible

* update docs

* add std::log

* return pre-sampling p

* sort before apply softmax

* add comment

* fix test

* set p for sampled token

* update docs

* add --multi-token-probs

* update docs

* add `post_sampling_probs` option

* update docs [no ci]

* remove --multi-token-probs

* "top_probs" with "post_sampling_probs"

* resolve review comments

* rename struct token_prob to prob_info

* correct comment placement

* fix setting prob for sampled token
2024-12-19 15:40:08 +01:00
Georgi Gerganov
152610eda9
server : output embeddings for all tokens when pooling = none (#10861)
* server : add "tokens" output

ggml-ci

* server : output embeddings for all tokens when pooling = none

ggml-ci

* server : update readme [no ci]

* server : fix spacing [no ci]

Co-authored-by: Xuan Son Nguyen <thichthat@gmail.com>

* server : be explicit about the pooling type in the tests

ggml-ci

* server : update /embeddings and /v1/embeddings endpoints

ggml-ci

* server : do not normalize embeddings when there is no pooling

ggml-ci

* server : update readme

ggml-ci

* server : fixes

* tests : update server tests

ggml-ci

* server : update readme [no ci]

* server : remove rebase artifact

---------

Co-authored-by: Xuan Son Nguyen <thichthat@gmail.com>
2024-12-18 13:01:41 +02:00
Georgi Gerganov
0e70ba686e
server : add "tokens" output (#10853)
* server : add "tokens" output

ggml-ci

* server : update readme

ggml-ci

* server : return tokens ids only if requested

ggml-ci

* tests : improve "tokens" type check

Co-authored-by: Xuan Son Nguyen <thichthat@gmail.com>

* server : remove "tokens" from the OAI endpoint

ggml-ci

---------

Co-authored-by: Xuan Son Nguyen <thichthat@gmail.com>
2024-12-18 11:05:29 +02:00
Xuan Son Nguyen
46828872c3
server : (embeddings) using same format for "input" and "content" (#10872)
* server : (embeddings) using same format for "input" and "content"

* fix test case

* handle empty input case

* fix test
2024-12-18 10:55:09 +02:00
krystiancha
05c3a444b8
server : fill usage info in embeddings and rerank responses (#10852)
* server : fill usage info in embeddings response

* server : fill usage info in reranking response
2024-12-17 18:00:24 +02:00
Michelle Tan
89d604f2c8
server: Fix has_next_line in JSON response (#10818)
* Update server JSON response.

* Add unit test to check `has_new_line` JSON response

* Remove `has_new_line` unit test changes.

* Address code review comment: type check for `has_new_line` in unit test
2024-12-14 23:29:45 +01:00
Yüg
a86ad841f1
server : add flag to disable the web-ui (#10762) (#10751)
Co-authored-by: eugenio.segala <esegala@deloitte.co.uk>
2024-12-10 18:22:34 +01:00
Xuan Son Nguyen
ce8784bdb1
server : fix format_infill (#10724)
* server : fix format_infill

* fix

* rename

* update test

* use another model

* update test

* update test

* test_invalid_input_extra_req
2024-12-08 23:04:29 +01:00
Xuan Son Nguyen
e52522b869
server : bring back info of final chunk in stream mode (#10722)
* server : bring back into to final chunk in stream mode

* clarify a bit

* traling space
2024-12-08 20:38:51 +01:00
Xuan Son Nguyen
3573fa8e7b
server : (refactor) no more json in server_task input (#10691)
* server : (refactor) no more json in server_task input

* add test for slots endpoint

* add tests for /props and /slots

* remove task inf_type

* fix CI by adding safe_json_to_str

* add "model_path" to /props

* update readme
2024-12-07 20:21:09 +01:00
Xuan Son Nguyen
6c5bc0625f
server : (refactoring) do not rely on JSON internally (#10643)
* server : (refactoring) reduce usage of json internally

* move all response types to struct

* wip [no ci]

* many fixes

* add virtual function

* fix index

* minor style fix

* add std::move

* refactor handle_completions_generic

* add virtual functions

* remove server.hpp

* clarify server_sent_event RFC specs

* apply review comments

* fix model_alias and completion_probabilities

* small clean up

* remove virtual for to_json_oai_compat()

* naming oai_compat --> oaicompat

* fix unwanted recursive call

* update docs
2024-12-06 11:14:32 +01:00
Georgi Gerganov
1da7b76569
server : fix speculative decoding with context shift (#10641)
* server : fix speculative decoding with context shift

ggml-ci

* server : take into account speculative limits

ggml-ci

* server : add tests
2024-12-04 22:38:20 +02:00
haopeng
64ed2091b2
server: Add "tokens per second" information in the backend (#10548)
* add cmake rvv support

* add timings

* remove space

* update readme

* fix

* fix code

* remove empty line

* add test

---------

Co-authored-by: Xuan Son Nguyen <son@huggingface.co>
2024-12-02 14:45:54 +01:00
Xuan Son Nguyen
b782e5c7d4
server : add more test cases (#10569)
* server : add split model test

* add test speculative

* add invalid cases
2024-11-29 21:48:56 +01:00
Xuan Son Nguyen
6c59567689
server : (tests) don't use thread for capturing stdout/stderr, bump openai client library (#10568)
* server : (tests) don't use thread for capturing stdout/stderr

* test: bump openai to 1.55.2

* bump openai to 1.55.3
2024-11-28 19:17:49 +01:00
Xuan Son Nguyen
9f912511bc
common : fix duplicated file name with hf_repo and hf_file (#10550) 2024-11-27 22:30:52 +01:00
Xuan Son Nguyen
45abe0f74e
server : replace behave with pytest (#10416)
* server : replace behave with pytest

* fix test on windows

* misc

* add more tests

* more tests

* styling

* log less, fix embd test

* added all sequential tests

* fix coding style

* fix save slot test

* add parallel completion test

* fix parallel test

* remove feature files

* update test docs

* no cache_prompt for some tests

* add test_cache_vs_nocache_prompt
2024-11-26 16:20:18 +01:00
Xuan Son Nguyen
a71d81cf8c
server : revamp chat UI with vuejs and daisyui (#10175)
* server : simple chat UI with vuejs and daisyui

* move old files to legacy folder

* embed deps into binary

* basic markdown support

* add conversation history, save to localStorage

* fix bg-base classes

* save theme preferences

* fix tests

* regenerate, edit, copy buttons

* small fixes

* docs: how to use legacy ui

* better error handling

* make CORS preflight more explicit

* add GET method for CORS

* fix tests

* clean up a bit

* better auto scroll

* small fixes

* use collapse-arrow

* fix closeAndSaveConfigDialog

* small fix

* remove console.log

* fix style for <pre> element

* lighter bubble color (less distract when reading)
2024-11-07 17:31:10 -04:00
Xuan Son Nguyen
9e0ecfb697
server : clarify /slots endpoint, add is_processing (#10162)
* server : clarify /slots endpoint, add is_processing

* fix tests
2024-11-04 16:33:29 +01:00
Xuan Son Nguyen
958367bf53
server : refactor slot input data, move tokenizer to HTTP thread (#10023)
* server : refactor slot input data, move tokenizer to HTTP thread

* move prompt_tokens.empty() check

* fix incorrect if branch

* fix infinite generation loop

* bring back infill validation

* add infill test

* try fixing format_infill

* fix test

* remove redundant code

* rename completion to inference

* update docs

* use llama_tokens everywhere
2024-10-24 21:51:22 +02:00
Georgi Gerganov
1bde94dd02
server : remove self-extend features (#9860)
* server : remove self-extend

ggml-ci

* server : fix context limit check to use slot.n_past

ggml-ci
2024-10-12 16:06:31 +03:00
Xuan Son Nguyen
458367a906
server : better security control for public deployments (#9776)
* server : more explicit endpoint access settings

* protect /props endpoint

* fix tests

* update server docs

* fix typo

* fix tests
2024-10-08 13:27:04 +02:00
vb
08a43d05b6
py : update transfomers version (#9694)
* update transfomers version.

* update hfh version.
2024-09-30 18:03:47 +03:00
Georgi Gerganov
f4d2b8846a
llama : add reranking support (#9510)
* py : add XLMRobertaForSequenceClassification [no ci]

* py : fix scalar-tensor conversion [no ci]

* py : fix position embeddings chop [no ci]

* llama : read new cls tensors [no ci]

* llama : add classigication head (wip) [no ci]

* llama : add "rank" pooling type

ggml-ci

* server : add rerank endpoint

ggml-ci

* llama : aboud ggml_repeat during classification

* rerank : cleanup + comments

* server : accept /rerank endpoint in addition to /v1/rerank [no ci]

* embedding : parse special tokens

* jina : support v1 reranker

* vocab : minor style

ggml-ci

* server : initiate tests for later

ggml-ci

* server : add docs

* llama : add comment [no ci]

* llama : fix uninitialized tensors

* ci : add rerank tests

ggml-ci

* add reranking test

* change test data

* Update examples/server/server.cpp

Co-authored-by: Xuan Son Nguyen <thichthat@gmail.com>

* add `--reranking` argument

* update server docs

* llama : fix comment [no ci]

ggml-ci

---------

Co-authored-by: Xuan Son Nguyen <son@huggingface.co>
Co-authored-by: Xuan Son Nguyen <thichthat@gmail.com>
2024-09-28 17:42:03 +03:00