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Author SHA1 Message Date
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
644fd71b44
sampling : refactor + optimize penalties sampler (#10803) 
* sampling : refactor + optimize penalties sampler

ggml-ci

* common : apply ignore_eos as logit bias

ggml-ci

* batched : remove penalties sampler

* params : allow penalty_last_n == -1 to be equal to context size

ggml-ci

* common : by default, move the penalties at the end of the sampling chain

ggml-ci

* common : ignore all EOG tokens

Co-authored-by: Diego Devesa <slarengh@gmail.com>

* common : move back the penalties at the front of the sampling chain

ggml-ci

* readme : restore hint about --ignore-eos flag [no ci]

* llama : minor

ggml-ci

* webui : update

---------

Co-authored-by: Diego Devesa <slarengh@gmail.com>
 2024-12-16 12:31:14 +02:00
Concedo
f456ed7237 Merge branch 'upstream' into concedo_experimental 
# Conflicts:
#	.devops/nix/package.nix
#	.devops/tools.sh
#	.github/workflows/build.yml
#	Makefile
#	README.md
#	common/CMakeLists.txt
#	common/common.h
#	examples/llava/CMakeLists.txt
#	examples/run/CMakeLists.txt
#	examples/run/README.md
#	examples/run/run.cpp
#	ggml/CMakeLists.txt
#	ggml/src/CMakeLists.txt
#	ggml/src/ggml-kompute/ggml-kompute.cpp
#	tests/test-backend-ops.cpp
#	tests/test-rope.cpp
 2024-12-15 15:30:10 +08:00
Eric Curtin
c27ac678dd
Opt class for positional argument handling (#10508) 
Added support for positional arguments `model` and `prompt`. Added
functionality to download via strings like:

  llama-run llama3
  llama-run ollama://granite-code
  llama-run ollama://granite-code:8b
  llama-run hf://QuantFactory/SmolLM-135M-GGUF/SmolLM-135M.Q2_K.gguf
  llama-run huggingface://bartowski/SmolLM-1.7B-Instruct-v0.2-GGUF/SmolLM-1.7B-Instruct-v0.2-IQ3_M.gguf
  llama-run https://example.com/some-file1.gguf
  llama-run some-file2.gguf
  llama-run file://some-file3.gguf

Signed-off-by: Eric Curtin <ecurtin@redhat.com>
 2024-12-13 19:34:25 +01:00
Concedo
ed75f8a741 up to date merge, without vulkan-gen-shaders. They will be built before each release from now on, as they are very large 2024-12-13 17:18:01 +08:00
Concedo
de64b9198c merge checkpoint 2 - functional merge without q4_0_4_4 (need regen shaders) 2024-12-13 17:04:19 +08:00
Concedo
4c4ce5e808 rewritten checkpoint 1 - before coopmat 2024-12-13 16:55:23 +08:00
Xuan Son Nguyen
adffa6ffd5
common : improve -ctv -ctk CLI arguments (#10806) 
* common : improve ctv ctk cli argument

* regenerate docs

* even better approach

* use std::vector
 2024-12-12 22:53:05 +01:00
Xuan Son Nguyen
9fdb124304
common : add missing env var for speculative (#10801) 2024-12-12 16:57:32 +01:00
Bartowski
ae4b922614
imatrix : Add imatrix to --no-context-shift (#10766) 
This allows for setting the --no-context-shift value in llama-imatrix which is required for models like DeepSeek
 2024-12-10 18:23:50 +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
Georgi Gerganov
c2a16c0bdb
server : fix free of spec context and batch (#10651) 
ggml-ci
 2024-12-07 11:52:44 +02:00
Xuan Son Nguyen
f162d45a21
common : bring back --no-warmup to server (#10686) 2024-12-06 13:29:05 +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
Xuan Son Nguyen
642330ac7c
llama : add enum for built-in chat templates (#10623) 
* llama : add enum for supported chat templates

* use "built-in" instead of "supported"

* arg: print list of built-in templates

* fix test

* update server README
 2024-12-02 22:10:19 +01:00
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
Concedo
557bcaf86e Merge branch 'upstream' into concedo_experimental 
# Conflicts:
#	.clang-tidy
#	.github/workflows/build.yml
#	Makefile
#	Package.swift
#	common/CMakeLists.txt
#	examples/batched-bench/CMakeLists.txt
#	examples/batched/CMakeLists.txt
#	examples/convert-llama2c-to-ggml/CMakeLists.txt
#	examples/cvector-generator/CMakeLists.txt
#	examples/embedding/CMakeLists.txt
#	examples/eval-callback/CMakeLists.txt
#	examples/export-lora/CMakeLists.txt
#	examples/gbnf-validator/CMakeLists.txt
#	examples/gguf-split/CMakeLists.txt
#	examples/gguf/CMakeLists.txt
#	examples/gritlm/CMakeLists.txt
#	examples/imatrix/CMakeLists.txt
#	examples/infill/CMakeLists.txt
#	examples/llama-bench/CMakeLists.txt
#	examples/llava/CMakeLists.txt
#	examples/lookahead/CMakeLists.txt
#	examples/lookup/CMakeLists.txt
#	examples/main-cmake-pkg/CMakeLists.txt
#	examples/main/CMakeLists.txt
#	examples/parallel/CMakeLists.txt
#	examples/passkey/CMakeLists.txt
#	examples/perplexity/CMakeLists.txt
#	examples/quantize-stats/CMakeLists.txt
#	examples/quantize/CMakeLists.txt
#	examples/retrieval/CMakeLists.txt
#	examples/run/CMakeLists.txt
#	examples/save-load-state/CMakeLists.txt
#	examples/server/CMakeLists.txt
#	examples/simple-chat/CMakeLists.txt
#	examples/simple/CMakeLists.txt
#	examples/speculative-simple/CMakeLists.txt
#	examples/speculative/CMakeLists.txt
#	examples/tokenize/CMakeLists.txt
#	ggml/CMakeLists.txt
#	ggml/src/CMakeLists.txt
#	ggml/src/ggml-backend.cpp
#	ggml/src/ggml-cpu/CMakeLists.txt
#	ggml/src/ggml-vulkan/vulkan-shaders/CMakeLists.txt
#	pocs/vdot/CMakeLists.txt
#	src/CMakeLists.txt
#	src/unicode.cpp
#	tests/test-sampling.cpp
 2024-11-30 12:24:51 +08:00
Concedo
ec95241e38 temp checkpoint 2024-11-30 11:59:27 +08:00
Diego Devesa
7cc2d2c889
ggml : move AMX to the CPU backend (#10570) 
* ggml : move AMX to the CPU backend

---------

Co-authored-by: Georgi Gerganov <ggerganov@gmail.com>
 2024-11-29 21:54:58 +01:00
Johannes Gäßler
890719311b
common: fix warning message when no GPU found (#10564) 2024-11-28 18:15:25 +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
Georgi Gerganov
ab96610b1e
cmake : enable warnings in llama (#10474) 
* cmake : enable warnings in llama

ggml-ci

* cmake : add llama_get_flags and respect LLAMA_FATAL_WARNINGS

* cmake : get_flags -> ggml_get_flags

* speculative-simple : fix warnings

* cmake : reuse ggml_get_flags

ggml-ci

* speculative-simple : fix compile warning

ggml-ci
 2024-11-26 14:18:08 +02:00
Concedo
ec581b19d8 Merge branch 'upstream' into concedo_experimental 
# Conflicts:
#	.github/ISSUE_TEMPLATE/010-bug-compilation.yml
#	.github/ISSUE_TEMPLATE/011-bug-results.yml
#	.github/ISSUE_TEMPLATE/019-bug-misc.yml
#	.github/workflows/build.yml
#	.github/workflows/docker.yml
#	CMakeLists.txt
#	Makefile
#	Package.swift
#	examples/CMakeLists.txt
#	examples/eval-callback/CMakeLists.txt
#	examples/llama-bench/llama-bench.cpp
#	examples/server/README.md
#	examples/server/server.cpp
#	examples/simple-chat/simple-chat.cpp
#	examples/simple/simple.cpp
#	examples/speculative-simple/speculative-simple.cpp
#	examples/speculative/speculative.cpp
#	ggml/CMakeLists.txt
#	ggml/src/CMakeLists.txt
#	ggml/src/ggml-amx/CMakeLists.txt
#	ggml/src/ggml-blas/CMakeLists.txt
#	ggml/src/ggml-cann/CMakeLists.txt
#	ggml/src/ggml-cpu/CMakeLists.txt
#	ggml/src/ggml-cuda/CMakeLists.txt
#	ggml/src/ggml-hip/CMakeLists.txt
#	ggml/src/ggml-kompute/CMakeLists.txt
#	ggml/src/ggml-kompute/ggml-kompute.cpp
#	ggml/src/ggml-metal/CMakeLists.txt
#	ggml/src/ggml-musa/CMakeLists.txt
#	ggml/src/ggml-rpc/CMakeLists.txt
#	ggml/src/ggml-sycl/CMakeLists.txt
#	ggml/src/ggml-vulkan/CMakeLists.txt
#	pocs/CMakeLists.txt
#	tests/CMakeLists.txt
#	tests/test-backend-ops.cpp
#	tests/test-quantize-fns.cpp
 2024-11-26 17:01:20 +08:00
Georgi Gerganov
9fd8c2687f
server : add more information about error (#10455) 2024-11-25 22:28:59 +02:00
Diego Devesa
10bce0450f
llama : accept a list of devices to use to offload a model (#10497) 
* llama : accept a list of devices to use to offload a model

* accept `--dev none` to completely disable offloading

* fix dev list with dl backends

* rename env parameter to LLAMA_ARG_DEVICE for consistency
 2024-11-25 19:30:06 +01:00
Diego Devesa
5931c1f233
ggml : add support for dynamic loading of backends (#10469) 
* ggml : add support for dynamic loading of backends

---------

Co-authored-by: Georgi Gerganov <ggerganov@gmail.com>
 2024-11-25 15:13:39 +01:00
Concedo
83350ec314 Merge branch 'upstream' into concedo_experimental 
# Conflicts:
#	.github/ISSUE_TEMPLATE/020-enhancement.yml
#	.github/ISSUE_TEMPLATE/030-research.yml
#	.github/ISSUE_TEMPLATE/040-refactor.yml
#	.github/workflows/build.yml
#	Makefile
#	common/CMakeLists.txt
#	examples/CMakeLists.txt
#	examples/infill/infill.cpp
#	examples/lookahead/lookahead.cpp
#	examples/lookup/lookup-stats.cpp
#	examples/lookup/lookup.cpp
#	examples/parallel/parallel.cpp
#	examples/retrieval/retrieval.cpp
#	examples/save-load-state/save-load-state.cpp
#	examples/speculative/speculative.cpp
#	flake.lock
#	ggml/src/ggml-cann/CMakeLists.txt
#	ggml/src/ggml-cann/aclnn_ops.cpp
#	ggml/src/ggml-cann/kernels/CMakeLists.txt
#	ggml/src/ggml-cann/kernels/dup.cpp
#	ggml/src/ggml-cann/kernels/get_row_f16.cpp
#	ggml/src/ggml-cann/kernels/get_row_f32.cpp
#	ggml/src/ggml-cann/kernels/get_row_q4_0.cpp
#	tests/test-arg-parser.cpp
#	tests/test-backend-ops.cpp
 2024-11-25 16:26:08 +08:00
Georgi Gerganov
d9d54e498d
speculative : refactor and add a simpler example (#10362) 
* speculative : refactor and add a simpler example

ggml-ci

* speculative : clean-up and add comments and TODOs [no ci]

* speculative : manage context in common_speculative

ggml-ci

* speculative : simplify

ggml-ci

* speculative : simplify (cont)

ggml-ci

* speculative : add --draft-min CLI arg

* speculative : minor fixup

* make : build fixes

* speculative : do not redraft previous drafts

ggml-ci

* speculative : fix the draft sampling

ggml-ci

* speculative : fix compile warning

* common : refactor args

ggml-ci

* common : change defaults [no ci]

* common : final touches

ggml-ci
 2024-11-25 09:58:41 +02:00
Concedo
091a432cf6 Merge branch 'upstream' into concedo_experimental 
# Conflicts:
#	.devops/full-cuda.Dockerfile
#	.devops/llama-cli-cann.Dockerfile
#	.devops/llama-cli-cuda.Dockerfile
#	.devops/llama-cli-intel.Dockerfile
#	.devops/llama-cli-musa.Dockerfile
#	.devops/llama-cli-vulkan.Dockerfile
#	.devops/llama-server-cuda.Dockerfile
#	.devops/llama-server-intel.Dockerfile
#	.devops/llama-server-musa.Dockerfile
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#	.gitignore
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#	ggml/src/ggml-cpu/ggml-cpu.c
#	ggml/src/ggml-cuda/CMakeLists.txt
#	ggml/src/ggml-hip/CMakeLists.txt
#	ggml/src/ggml-metal/CMakeLists.txt
#	ggml/src/ggml-musa/CMakeLists.txt
#	ggml/src/ggml-sycl/CMakeLists.txt
#	scripts/sync-ggml.last
#	tests/test-backend-ops.cpp
 2024-11-21 16:26:24 +08:00
Concedo
282a647689 Merge commit '467576b6cc' into concedo_experimental 
# Conflicts:
#	.gitignore
#	Makefile
#	README.md
#	common/common.h
#	docs/build.md
#	examples/infill/infill.cpp
#	examples/perplexity/perplexity.cpp
#	examples/server/README.md
#	ggml/CMakeLists.txt
#	ggml/src/CMakeLists.txt
#	ggml/src/ggml-cuda/CMakeLists.txt
#	scripts/sync-ggml-am.sh
#	scripts/sync-ggml.sh
#	tests/CMakeLists.txt
#	tests/test-backend-ops.cpp
#	tests/test-opt.cpp
#	tests/test-quantize-perf.cpp
 2024-11-21 16:05:21 +08:00
Georgi Gerganov
8e752a777b
llama : add check for KV cache shifts (#10401) 
ggml-ci
 2024-11-19 13:29:26 +02:00
Johannes Gäßler
4e54be0ec6
llama/ex: remove --logdir argument (#10339) 2024-11-16 23:00:41 +01:00
Concedo
70aee82552 attempts a backflip, but does he stick the landing? 2024-11-16 17:05:45 +08:00
Diego Devesa
ae8de6d50a
ggml : build backends as libraries (#10256) 
* ggml : build backends as libraries

---------

Signed-off-by: Xiaodong Ye <xiaodong.ye@mthreads.com>
Co-authored-by: Georgi Gerganov <ggerganov@gmail.com>
Co-authored-by: R0CKSTAR <xiaodong.ye@mthreads.com>
 2024-11-14 18:04:35 +01:00
Concedo
df080b074d Merge branch 'upstream' into concedo_experimental 
# Conflicts:
#	README.md
#	examples/server/README.md
#	examples/speculative/speculative.cpp
#	flake.lock
#	ggml/src/CMakeLists.txt
#	scripts/sync-ggml.last
#	tests/test-backend-ops.cpp
 2024-11-14 21:40:52 +08:00
Georgi Gerganov
b141e5f6ef
server : enable KV cache defrag by default (#10233) 
ggml-ci
 2024-11-11 08:38:43 +02:00
Concedo
a244b1ffd2 Merge branch 'upstream' into concedo_experimental 
# Conflicts:
#	.github/workflows/build.yml
#	Makefile
#	Package.swift
#	ci/run.sh
#	docs/backend/SYCL.md
#	examples/llama-bench/llama-bench.cpp
#	examples/server/CMakeLists.txt
#	examples/server/README.md
#	ggml/CMakeLists.txt
#	ggml/src/CMakeLists.txt
#	grammars/README.md
#	scripts/sync-ggml-am.sh
#	scripts/sync-ggml.last
#	scripts/sync-ggml.sh
#	tests/run-json-schema-to-grammar.mjs
#	tests/test-backend-ops.cpp
 2024-11-09 13:36:47 +08:00
Georgi Gerganov
5c333e0140
metal : add BF16 support (#8439) 
* ggml : add initial BF16 support

ggml-ci

* metal : add mul_mat_id BF16 support

ggml-ci

* metal : check for bfloat support on the Metal device

ggml-ci

* metal : better var names [no ci]

* metal : do not build bfloat kernels when not supported

ggml-ci

* metal : try to fix BF16 support check

ggml-ci

* metal : this should correctly check bfloat support
 2024-11-06 19:53:51 +02:00
Concedo
bb13925f39 Merge branch 'upstream' into concedo_experimental 
# Conflicts:
#	CMakePresets.json
#	Makefile
#	Package.swift
#	ci/run.sh
#	common/CMakeLists.txt
#	examples/CMakeLists.txt
#	flake.lock
#	ggml/src/CMakeLists.txt
#	ggml/src/ggml-backend.cpp
#	ggml/src/ggml.c
#	pocs/vdot/q8dot.cpp
#	pocs/vdot/vdot.cpp
#	tests/test-backend-ops.cpp
#	tests/test-grad0.cpp
#	tests/test-quantize-fns.cpp
#	tests/test-quantize-perf.cpp
#	tests/test-rope.cpp
 2024-11-04 16:54:53 +08:00
Diego Devesa
9f40989351
ggml : move CPU backend to a separate file (#10144) 2024-11-03 19:34:08 +01:00
Georgi Gerganov
1926d6e39d
llama : adjust default context size + print warnings (#10136) 
* llama : adjust default context size + print warnings

ggml-ci

* ggml-ci : add missing gpu-layers + adjust context sizes
 2024-11-02 15:18:56 +02:00
Concedo
a46f8acd03 note: also has support for completion tokens count 2024-11-01 00:44:14 +08:00
Georgi Gerganov
8d8ff71536
llama : remove Tail-Free sampling (#10071) 
ggml-ci
 2024-10-29 10:42:05 +02:00
wwoodsTM
ff252ea48e
llama : add DRY sampler (#9702) 
* sampling : add DRY sampler (post-refactor)

* DRY: Trying to fix coauthors, removed unneeded line

* DRY: Fixed redundant code

* DRY: Fixed crash issue due to DRY being in chain but uninitialized

---------

Co-authored-by: l3utterfly <gc.pthzfoldr@gmail.com>
Co-authored-by: pi6am <34464159+pi6am@users.noreply.github.com>
 2024-10-25 19:07:34 +03:00
Michael Podvitskiy
d80fb71f8b
llama: string_split fix (#10022) 
* llama: Refactor string_split to use template specialization,  fixes parsing strings with spaces

* llama: Add static_assert in the string_split template to ensure the correct template specialization is used for std::string
 2024-10-25 17:57:54 +02:00
Concedo
94a5a27b85 Alone in the darkness 
They're coming for you
I know they will try to catch me too
Alone in the darkness
They're calling for you
There's nowhere to run for cover
 2024-10-24 22:29:20 +08:00
Daniel Bevenius
674804a996
arg : fix typo in embeddings argument help [no ci] (#9994) 
This commit fixes two typos in the help text for the `--embd-normalize`
and `--embd-separator` arguments. It also updates common.h which contain
the same typo in two comments.
 2024-10-22 10:40:02 +03:00
Daniel Bevenius
94008cc760
arg : fix attention non-causal arg value hint (#9985) 
This commit updates the argument value hint for the `--attention`
argument to `non-causal`.

The motivation for this change is that the only values for this argument
are `causal` and `non-causal`.
 2024-10-21 21:12:52 +03:00
Georgi Gerganov
f594bc80ba
ggml : add asserts for type conversion in fattn kernels (#9971) 
ggml-ci
 2024-10-21 16:20:46 +03:00
Georgi Gerganov
55e47786e3
llama : default sampling changes + greedy update (#9897) 
* llama : deprecate softmax sampler + fix dist sampler

ggml-ci

* tests : replace macros with functions

ggml-ci

* sampling : change temperature sampler logic

For t <= 0.0f, keep the max logit intact and set the rest to -inf

* cont : no need for special "greedy" logic

top-k == 1 is the same

* tests : init prob correctly

* llama : handle temp <= 0.0 in the temp_ext sampler too

ggml-ci

* cont : avoid extra loop in temperature sampler for sub-zero temp

ggml-ci
 2024-10-21 09:46:40 +03:00