79c137f776
examples : allow extracting embeddings from decoder contexts ( #13797 )
...
ggml-ci
2025-05-26 14:03:54 +03:00
e121edc432
server: add --reasoning-budget 0 to disable thinking (incl. qwen3 w/ enable_thinking:false) (#13771 )
...
---------
Co-authored-by: ochafik <ochafik@google.com >
Co-authored-by: Xuan-Son Nguyen <thichthat@gmail.com >
2025-05-26 00:30:51 +01:00
f5cd27b71d
server: streaming of tool calls and thoughts when --jinja is on (#12379 )
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* 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)
---------
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
9ecf3e66a3
server : support audio input ( #13714 )
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* server : support audio input
* add audio support on webui
2025-05-23 11:03:47 +02:00
cc74d5be99
server : pad small embedding batches ( #13692 )
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ggml-ci
2025-05-22 16:33:39 +03:00
5fbfe384d4
server : improve error reporting ( #13680 )
2025-05-21 19:46:56 +03:00
0d5c742161
server : Add the endpoints /api/tags and /api/chat ( #13659 )
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* 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
42158ae2e8
server : fix first message identification ( #13634 )
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* 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
797f2ac062
kv-cache : simplify the interface ( #13660 )
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* kv-cache : simplify the interface
ggml-ci
* context : revert llama_batch_allocr position change
ggml-ci
2025-05-21 15:11:13 +03:00
e298d2fbd0
kv-cache : add SWA support ( #13194 )
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* 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
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
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
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
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
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
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
1d36b3670b
llama : move end-user examples to tools directory ( #13249 )
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* 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
