Commit Graph

2729 Commits

Author SHA1 Message Date
Daniel Bevenius
4ab99d8d47
clip : rename lerp function to avoid conflict (#6894)
This commit renamesthe lerp (linear interpolation) function in clip.cpp
to avoid a conflict with the lerp function in the <cmath> standard C++
library when using c++20.

The motivation for this change is to enable projects that use c++20 to
be able to compile clip.cpp without having to resort to patching it. The
lerp function was added to cmath in version C++20 (202002L) and is why
this is not causing any issue at the moment as C++11/C++17 is currently
used by llama.cpp.

I realize that llama.cpp uses either C++11 (or C++17 in the case for
SYCL) but wanted to ask if this would be an acceptable change just the
same.

Refs: https://en.cppreference.com/w/cpp/numeric/lerp

Signed-off-by: Daniel Bevenius <daniel.bevenius@gmail.com>
2024-04-25 15:38:14 +03:00
Georgi Gerganov
54770413c4
ggml : fix MIN / MAX macros (#6904)
ggml-ci
2024-04-25 15:12:28 +03:00
Georgi Gerganov
aa750c1ede
tests : minor bash stuff (#6902)
* tests : minor bash stuff

ggml-ci

* llama : fix build

ggml-ci

* tests : fix CUR_DIR -> ROOT_DIR

ggml-ci

* tests : fix fname

ggml-ci
2024-04-25 14:27:20 +03:00
jiez
1966eb2615
quantize : add '--keep-split' to quantize model into shards (#6688)
* Implement '--keep-split' to quantize model into several shards

* Add test script

* Update examples/quantize/quantize.cpp

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

* Split model correctly even if tensor id is out-of-order

* Update llama_model_quantize_params

* Fix preci failures

---------

Co-authored-by: z5269887 <z5269887@unsw.edu.au>
Co-authored-by: Georgi Gerganov <ggerganov@gmail.com>
2024-04-25 13:29:35 +03:00
Johannes Gäßler
784e11dea1
README: add graphic for matrix multiplication (#6881) 2024-04-24 21:29:13 +02:00
Douglas Hanley
b4e4b8a935
llama : add llama_get_pooling_type function (#6862)
* add llama_get_pooling_type function

* fix argument name, move with ctx funcs
2024-04-24 16:10:07 +03:00
mgroeber9110
3fe847b574
server : do not apply Markdown formatting in code sections (#6850) 2024-04-24 13:54:24 +03:00
Kyle Mistele
37246b1031
common : revert showing control tokens by default for server (#6860)
* fix: revert showing control tokens by default

* feat: revert changes to default behavior of llama_token_to_piece; provide overridden declaration to receive "bool special" param to toggle showing control tokens

* feat: use the overridden declaration of llama_token_to_piece from common/common.cpp to specify "false" so that control tokens are not shown in chat completion responses"

* common : simplify

---------

Co-authored-by: Georgi Gerganov <ggerganov@gmail.com>
2024-04-24 13:15:29 +03:00
Johannes Gäßler
28103f4832
Server: fix seed for multiple slots (#6835)
* Server: add tests for consistent results

* sampling: separate rng per sampling context
2024-04-24 11:08:36 +02:00
Georgi Gerganov
c0d1b3e03e
ggml : move 32-bit arm compat in ggml-impl.h (#6865)
ggml-ci
2024-04-24 12:00:07 +03:00
Tristan Druyen
abd3314064
llama : add phi 3 chat template (#6857)
* Add phi 3 chat template & tests

* test : fix chat template result

---------

Co-authored-by: Georgi Gerganov <ggerganov@gmail.com>
2024-04-24 11:52:37 +03:00
Junyang Lin
3fec68be4e
convert : add support of codeqwen due to tokenizer (#6707)
* add support of codeqwen due to tokenizer

* override load_hparams

* fix typo

* fix load_params

* convert : fix whitespace

---------

Co-authored-by: Georgi Gerganov <ggerganov@gmail.com>
2024-04-24 10:16:21 +03:00
liuwei-git
c8297c6af5
llama : add phi3 support (#6852)
* add explicit phi3 support

* add explicit phi3 support

* remove unused code

* convert : add BOS token

* llama : match EOT token <|end|>

* llama : minor / style

* llama : tabs -> spaces

* convert : fix lint checks

---------

Co-authored-by: Georgi Gerganov <ggerganov@gmail.com>
2024-04-24 10:00:37 +03:00
Anas Ahouzi
4e96a812b3
[SYCL] Windows default build instructions without -DLLAMA_SYCL_F16 flag activated (#6767)
* Fix FP32/FP16 build instructions

* Fix typo

* Recommended build instruction

Co-authored-by: Neo Zhang Jianyu <jianyu.zhang@intel.com>

* Recommended build instruction

Co-authored-by: Neo Zhang Jianyu <jianyu.zhang@intel.com>

* Recommended build instruction

Co-authored-by: Neo Zhang Jianyu <jianyu.zhang@intel.com>

* Add comments in Intel GPU linux

---------

Co-authored-by: Anas Ahouzi <112881240+aahouzi-intel@users.noreply.github.com>
Co-authored-by: Neo Zhang Jianyu <jianyu.zhang@intel.com>
2024-04-23 08:53:18 +08:00
Justine Tunney
192090bae4
llamafile : improve sgemm.cpp (#6796)
* llamafile : improve sgemm.cpp

- Re-enable by default
- Fix issue described in #6716
- Make code more abstract, elegant, and maintainable
- Faster handling of weirdly shaped `m` an `n` edge cases

* Address review comments

* Help clang produce fma instructions

* Address review comments
2024-04-22 22:00:36 +03:00
Dave Airlie
e931888d50
ggml : fix calloc argument ordering. (#6820)
Latest gcc complains here:
/home/airlied/devel/llama.cpp/ggml-alloc.c: In function ‘ggml_gallocr_new_n’:
/home/airlied/devel/llama.cpp/ggml-alloc.c:374:59: warning: ‘calloc’ sizes specified with ‘sizeof’ in the earlier argument and not in the later argument [-Wcalloc-transposed-args]
  374 |     ggml_gallocr_t galloc = (ggml_gallocr_t)calloc(sizeof(struct ggml_gallocr), 1);
      |                                                           ^~~~~~
/home/airlied/devel/llama.cpp/ggml-alloc.c:374:59: note: earlier argument should specify number of elements, later size of each element

and a bunch more.

calloc is specified to take nmemb first then size, so realign the code.

In a couple of places there was a * x, 1 so I fixed those to use calloc properly.
2024-04-22 16:05:06 +02:00
Georgi Gerganov
8960fe86ae
llama : fix typo in <|im_end|> token text (#6745) 2024-04-22 15:41:11 +03:00
Pierrick Hymbert
c0956b09ba
ci: fix job are cancelling each other (#6781) 2024-04-22 13:22:54 +02:00
github-actions[bot]
e9b4a1bf68 flake.lock: Update
Flake lock file updates:

• Updated input 'nixpkgs':
    'github:NixOS/nixpkgs/1042fd8b148a9105f3c0aca3a6177fd1d9360ba5?narHash=sha256-3sbWO1mbpWsLepZGbWaMovSO7ndZeFqDSdX0hZ9nVyw%3D' (2024-04-10)
  → 'github:NixOS/nixpkgs/5c24cf2f0a12ad855f444c30b2421d044120c66f?narHash=sha256-XtTSSIB2DA6tOv%2Bl0FhvfDMiyCmhoRbNB%2B0SeInZkbk%3D' (2024-04-19)
2024-04-22 10:42:43 +00:00
Olivier Chafik
5cf5e7d490
build: generate hex dump of server assets during build (#6661)
* `build`: generate hex dumps of server assets on the fly

* build: workaround lack of -n on gnu xxd

* build: don't use xxd in cmake

* build: don't call xxd from build.zig

* build: more idiomatic hexing

* build: don't use xxd in Makefile (od hackery instead)

* build: avoid exceeding max cmd line limit in makefile hex dump

* build: hex dump assets at cmake build time (not config time)
2024-04-21 18:48:53 +01:00
Georgi Gerganov
40f74e4d73
llama : add option to render special/control tokens (#6807)
* make : fix common dep on llama.h

* llama : add option to render special tokens

* readme : add API change notice

ggml-ci

* swift : fix build
2024-04-21 18:36:45 +03:00
Georgi Gerganov
b9cc76d87e
ggml : fix ggml_backend_cpu_supports_op() for CPY (#0) 2024-04-21 16:48:50 +03:00
Wouter
7dbdba5690
llama : add llama-3 chat template (#6751)
* Added llama-3 chat template

* Update llama.cpp

Co-authored-by: Samuel Tallet <36248671+SamuelTallet@users.noreply.github.com>

* Update llama.cpp

Co-authored-by: Samuel Tallet <36248671+SamuelTallet@users.noreply.github.com>

* Update tests/test-chat-template.cpp

Co-authored-by: Samuel Tallet <36248671+SamuelTallet@users.noreply.github.com>

* Added EOS stop sequence according to https://github.com/ggerganov/llama.cpp/pull/6751#issuecomment-2065602862

* Removed adding of BOS token before first message

* Removed bos token from expected output from llama-3

* Update tests/test-chat-template.cpp

Co-authored-by: Rene Leonhardt <65483435+reneleonhardt@users.noreply.github.com>

* Update tests/test-chat-template.cpp

Co-authored-by: Rene Leonhardt <65483435+reneleonhardt@users.noreply.github.com>

* Added <|end_of_text|> as another stop token

* Reverted last change of adding the end_of_text stop word for llama 3

---------

Co-authored-by: Wouter Tichelaar <tichelaarw@spar.net>
Co-authored-by: Samuel Tallet <36248671+SamuelTallet@users.noreply.github.com>
Co-authored-by: Rene Leonhardt <65483435+reneleonhardt@users.noreply.github.com>
Co-authored-by: Georgi Gerganov <ggerganov@gmail.com>
2024-04-21 16:03:39 +03:00
pmysl
c1386c936e
gguf-py : add IQ1_M to GGML_QUANT_SIZES (#6761) 2024-04-21 15:49:30 +03:00
Jan Boon
e8d35f47cb
doc : add link to falcon (#6789) 2024-04-21 15:35:40 +03:00
Mohammadreza Hendiani
2cca09d509
readme : add Fedora instructions (#6783)
* added fedora to list of distros that may need the package (the packages have the same name on Fedora)

* how to add clblast that is avalible in the fedora repos
2024-04-21 15:32:05 +03:00
Justine Tunney
89b0bf0d5d
llava : use logger in llava-cli (#6797)
This change removes printf() logging so llava-cli is shell scriptable.
2024-04-21 15:19:04 +03:00
Pedro Cuenca
b97bc3966e
llama : support Llama 3 HF conversion (#6745)
* Support Llama 3 conversion

The tokenizer is BPE.

* style

* Accept suggestion

Co-authored-by: Sourab Mangrulkar <13534540+pacman100@users.noreply.github.com>

* llama : add llama_token_is_eog()

ggml-ci

* llama : auto-detect more EOT tokens when missing in KV data

* convert : replacing EOS token is a hack

* llama : fix codegemma EOT token + add TODOs

* llama : fix model type string for 8B model

---------

Co-authored-by: Sourab Mangrulkar <13534540+pacman100@users.noreply.github.com>
Co-authored-by: Georgi Gerganov <ggerganov@gmail.com>
2024-04-21 14:50:41 +03:00
Jan Boon
b8109bc013
doc : server tests require llama to be built with curl enabled (#6788) 2024-04-20 18:29:50 +02:00
Georgi Gerganov
aed82f6837
common : try to fix Android CI (#6780)
* common : disable get_math_cpu_count() until Android CI gets fixed

* common : another try
2024-04-20 13:27:12 +03:00
loonerin
0e4802b2ec
ci: add ubuntu latest release and fix missing build number (mac & ubuntu) (#6748) 2024-04-19 19:03:35 +02:00
Pierrick Hymbert
637e9a86c2
server: static: upstream upgrade (#6765) 2024-04-19 13:19:01 +02:00
nopperl
9958c81b79
Implement the OLMo architecture (#6741)
* implement olmo architecture

* remove unused variable

* remove unused moe branch

* remove check for weight

* remove superfluous moe, bias and rope tensors

* clarified comment

* fix clamp_kqv setting

* remove obsolete parameter name filter
2024-04-19 11:35:54 +02:00
Austin
8b1b1f4982
train : add general name (#6752)
* llama : make general.name optional

* train: Add 'general.name' to model metadata

Signed-off-by: teleprint-me <77757836+teleprint-me@users.noreply.github.com>

---------

Signed-off-by: teleprint-me <77757836+teleprint-me@users.noreply.github.com>
Co-authored-by: Georgi Gerganov <ggerganov@gmail.com>
2024-04-19 10:16:45 +03:00
Neo Zhang
bca40e9814
fix wrong parameter in cmd in readme-sycl.md (#6755)
Co-authored-by: jianyuzh <jianyu.zhang@intel.com>
2024-04-19 09:16:31 +08:00
slaren
0d56246f4b
ggml : group all experts in a single ggml_mul_mat_id (#6505)
* ggml : group all experts in a single ggml_mul_mat_id
cuda : improve mmid row copy

* cuda : fix bin bcast with non-cont src0

* test-backend-ops : only run all mul mat tests for base types

* llama : disable moe offloading with SYCL

---------

Co-authored-by: Georgi Gerganov <ggerganov@gmail.com>
2024-04-18 15:18:48 +02:00
Sigbjørn Skjæret
03c0946d73
convert : support models with multiple chat templates (#6588)
* Support converting models with multiple chat templates

Adds the following metadata:
* tokenizer.chat_templates
* tokenizer.chat_template.<name1>
* tokenizer.chat_template.<name2>
* tokenizer.chat_template.<...>

Where `tokenizer.chat_templates` is an array of the template names (except `default`), `default` is added to the regular `tokenizer.chat_template`.

* replace filtered characters with underscore

* New script to add/modify/remove metadata

This scripts creates a copy of a GGUF file and allows you to add/modify/remove metadata in the process.

Most importantly this allows you to update chat templates, either as a string or directly from an updated tokenizer_config.json file.

* Add files via upload

add new script to project/readme

* flake--
2024-04-18 14:49:01 +03:00
Ren Xuancheng
e11b2e6e1e
Qwen2 : assume tied weights if lm_head/output weights is missing (#6738) 2024-04-18 14:38:04 +03:00
slaren
c71bfd736e
llama : fix compatibility with old 2 expert models (#6735) 2024-04-18 10:04:47 +03:00
Georgi Gerganov
3b8f1ec4b1
llamafile : tmp disable + build sgemm.o when needed (#6716)
* build : sgemm.o only when needed

ggml-ci

* llamafile : tmp disable due to MoE bug

ggml-ci
2024-04-17 23:58:26 +03:00
Yaroslav
8dd1ec8b3f
readme : add UI (#6724)
* Update README.md

* Update README.md

---------

Co-authored-by: Georgi Gerganov <ggerganov@gmail.com>
2024-04-17 15:47:50 +03:00
Zheng.Deng
facb8b56f8
convert : fix autoawq gemma (#6704)
* fix autoawq quantized gemma model convert error

using autoawq to quantize gemma model will include a lm_head.weight tensor in model-00001-of-00002.safetensors. it result in this situation that convert-hf-to-gguf.py can't map lm_head.weight. skip loading this tensor could prevent this error.

* change code to full string match and print necessary message

change code to full string match and print a short message to inform users that lm_head.weight has been skipped.

---------

Co-authored-by: Zheng.Deng <32841220+CUGfred@users.noreply.github.com>
2024-04-16 23:51:07 +03:00
Georgi Gerganov
532c1737a1
llama : make general.name optional (#6709) 2024-04-16 23:50:38 +03:00
Georgi Gerganov
666867b799
ggml : fix llamafile sgemm wdata offsets (#6710)
ggml-ci
2024-04-16 23:50:22 +03:00
Justine Tunney
8cc91dc63c
ggml : add llamafile sgemm (#6414)
This change upstreams llamafile's cpu matrix multiplication kernels
which improve image and prompt evaluation speed. For starters, Q4_0
and Q8_0 weights should go ~40% faster on CPU. The biggest benefits
are with data types like f16 / f32, which process prompts 2x faster
thus making them faster than quantized data types for prompt evals.

This change also introduces bona fide AVX512 support since tinyBLAS
is able to exploit the larger register file. For example, on my CPU
llama.cpp llava-cli processes an image prompt at 305 tokens/second,
using the Q4_K and Q4_0 types, which has always been faster than if
we used f16 LLaVA weights, which at HEAD go 188 tokens/second. With
this change, f16 LLaVA performance leap frogs to 464 tokens/second.

On Intel Core i9-14900K this change improves F16 prompt perf by 5x.
For example, using llama.cpp at HEAD with Mistral 7b f16 to process
a 215 token prompt will go 13 tok/sec. This change has fixes making
it go 52 tok/sec. It's mostly thanks to my vectorized outer product
kernels but also because I added support for correctly counting the
number of cores on Alderlake, so the default thread count discounts
Intel's new efficiency cores. Only Linux right now can count cores.

This work was sponsored by Mozilla who's given permission to change
the license of this code from Apache 2.0 to MIT. To read more about
what's improved, and how it works, see: https://justine.lol/matmul/
2024-04-16 21:55:30 +03:00
Ashish
dbceec87c0
llama : add StableLM2 12B (#6635)
* StableLM2 12B support for huggingface -> GGUF

* StableLM12 tensormapping and constants

* StableLM-2-12b model support

* fix

* Added 12B support

* Removed autoformatting; resolved bug where model_arch was not selecting StableLM2

* Formatting

* Do QK norm stacking in model conversion step

* Converge StableLM and StableLM2 code to simplify graph construction

* Fix accidental removal

* Removed warnings

* Revert formatter

* Move QK norm stack to private function so it's easier to read

* refactor stablelm graph builder to support 1.6, 3b and 12b more efficiently

* Proper check for None type for new_name to avoid crash; formatting; revert change to base class `write_tensors()`

* Format

* Formatting

* format

Co-authored-by: compilade <git@compilade.net>

* Fix incorrect check for K norm

* space after commas; Keep indentation multiple of 4 spaces

* Flake8 format

* Removed unnecessary conditional branches

* Removed unused comment

* Fixed incorrect tensor passing

* Format

---------

Co-authored-by: compilade <git@compilade.net>
2024-04-16 18:48:35 +03:00
Shijie
f4dea7da18
llama : add qwen2moe (#6074)
* support qwen2moe

* fix-review

* metal : support unary ops for nelements % 4 != 0

* metal : require contiguousness for float4 unary kernels

* metal : require contiguousness for float4 unary kernels (cont)

* fix-review

* names : for brevity "SHARED_EXP" -> "SHEXP"

* llama : reuse build_moe_ffn()

* llama : add model type name

---------

Co-authored-by: Georgi Gerganov <ggerganov@gmail.com>
2024-04-16 18:40:48 +03:00
Daniel Bevenius
8a56075b07
gritlm : add --outdir option to hf.sh script (#6699)
This commit updates the hf.sh script usage to include the --outdir option
and specifies the models directory as the output directory.

The motivation for this is to avoid cluttering the root directory with
model files.

Signed-off-by: Daniel Bevenius <daniel.bevenius@gmail.com>
2024-04-16 09:34:06 +03:00
Georgi Gerganov
58227ffdeb
perplexity : require positive --ctx-size arg (#6695) 2024-04-16 09:28:33 +03:00
Daniel Bevenius
4fbd8098e6
gguf : add special tokens metadata for FIM/Infill (#6689)
This commit adds special token metadata for Fill-In-the-Middle
(FIM)/Infill to the GGUF model.

The motivation for this is that currently there is support for CodeLlama
but other models exist now like CodeGemma, but the different models use
different token ids for the special tokens and this commit allows for
supporting multiple models.

Signed-off-by: Daniel Bevenius <daniel.bevenius@gmail.com>
2024-04-16 09:13:13 +03:00