Commit Graph

11 Commits

Author SHA1 Message Date
Radoslav Gerganov
68ee98ae18 server : return HTTP 400 if prompt exceeds context length (#16486)
In streaming mode when prompt exceeds context length, the server returns
HTTP 200 status code with a JSON error in the body.  This is very
confusing and inconsistent with all other inference engines which return
HTTP 4xx error in this case.

This patch fixes this problem and makes the server return HTTP 400 in
such cases.
2025-10-10 16:11:07 +02:00
Georgi Gerganov
d00cbea63c server : host-memory prompt caching (#16391)
* minor : code style

* server : fix prompt similarity calculation

* server : initial host-memory prompt caching

* cont

* server : refactor

* cont

* cont : make the server task of the slot const

* cont : minor [no ci]

* server : cache prompts and checkpoints only for completion tasks

* server : improve prompt caching logic

* cont : fix check for number of cached prompts [no ci]

* server : improve caching logic, add -cram CLI arg

* server : print prompt mismatch info

* cont : better naming [no ci]

* server : improve prompt cache loading logic

* server : add option to debug the slot contents (#16482)

* server : add option to debug the slot contents

* Update tools/server/server.cpp

---------

Co-authored-by: Xuan-Son Nguyen <son@huggingface.co>

* server : add option to disable prompt cache

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Co-authored-by: Xuan-Son Nguyen <son@huggingface.co>
2025-10-09 18:54:51 +03:00
Radoslav Gerganov
2b6b55a59f server : include usage statistics only when user request them (#16052)
* server : include usage statistics only when user request them

When serving the OpenAI compatible API, we should check if
{"stream_options": {"include_usage": true} is set in the request when
deciding whether we should send usage statistics

closes: #16048

* add unit test
2025-09-18 10:36:57 +00:00
Xuan-Son Nguyen
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>

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Co-authored-by: Georgi Gerganov <ggerganov@gmail.com>
2025-09-06 13:35:04 +02:00
Xuan-Son Nguyen
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
teo
1bc664a26a server: fix OpenAI API compatibility for usage statistics in chat streams (#15444) 2025-08-21 00:10:08 +02:00
Lukas Straub
a9f77a8be3 server : add openai-style logit_bias support (#14946)
Signed-off-by: Lukas Straub <lukasstraub2@web.de>
2025-07-31 14:08:23 +02:00
Sigbjørn Skjæret
ddef99522d server : fix assistant prefilling when content is an array (#14360) 2025-07-05 09:17:14 +02:00
Olivier Chafik
f5cd27b71d server: streaming of tool calls and thoughts when --jinja is on (#12379)
* add common_json w/ support for truncated json healing

* add common_chat_msg_diff

* partial common_chat_parse

* refactor parser w/ optionals

* server: wire chat diffs in stream mode

* fix trigger of thinking models (must happen after thoughts are closed)

* fix functionary v3.2 raw python!

* rename: common_chat_syntax (now contains format)

* rm common_regex.at_start

* don't return empty <think></think>

* accommodate yet another deepseek r1 distill fantasy syntax (`<|tool▁calls|>`)

* fix QwQ 32B tool call parsing after thoughts (hermes2)

* better logs for grammar triggers

* consume spaces after parse_json_tool_calls

* fix required tool calls w/ thinking models that have pre-opened thinking tags

* fix thinking model's initial trigger + test qwq's template

* run most test_tool_call tests in stream + non-stream modes

* make functionary v3.2 parsing more strict (differentiate first match from others)

* send final diff from server, to close off raw python arguments

* support partial content streaming in Generic mode

* tool-call: allow content prelude before hermes2 tool calls (for Qwen2.5)

* Update function-calling.md

* Update tool_bench.py

* chat-parser: remove input from exception (llm output may contain PII)

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Co-authored-by: ochafik <ochafik@google.com>
Co-authored-by: Olivier Chafik <ochafik@users.noreply.github.com>
2025-05-25 01:48:08 +01:00
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>

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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
Diego Devesa
1d36b3670b llama : move end-user examples to tools directory (#13249)
* llama : move end-user examples to tools directory

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