Commit Graph

3270 Commits

Author SHA1 Message Date
Georgi Gerganov
fe680e3d10
sync : ggml (new ops, tests, backend, etc.) (#4359)
* sync : ggml (part 1)

* sync : ggml (part 2, CUDA)

* sync : ggml (part 3, Metal)

* ggml : build fixes

ggml-ci

* cuda : restore lost changes

* cuda : restore lost changes (StableLM rope)

* cmake : enable separable compilation for CUDA

ggml-ci

* ggml-cuda : remove device side dequantize

* Revert "cmake : enable separable compilation for CUDA"

This reverts commit 09e35d04b1.

* cuda : remove assert for rope

* tests : add test-backend-ops

* ggml : fix bug in ggml_concat

* ggml : restore `ggml_get_n_tasks()` logic in `ggml_graph_plan()`

* ci : try to fix macOS

* ggml-backend : remove backend self-registration

* ci : disable Metal for macOS cmake build

ggml-ci

* metal : fix "supports family" call

* metal : fix assert

* metal : print resource path

ggml-ci

---------

Co-authored-by: slaren <slarengh@gmail.com>
2023-12-07 22:26:54 +02:00
Georgi Gerganov
bcc0eb4591
llama : per-layer KV cache + quantum K cache (#4309)
* per-layer KV

* remove unnecessary copies

* less code duplication, offload k and v separately

* llama : offload KV cache per-layer

* llama : offload K shift tensors

* llama : offload for rest of the model arches

* llama : enable offload debug temporarily

* llama : keep the KV related layers on the device

* llama : remove mirrors, perform Device -> Host when partial offload

* common : add command-line arg to disable KV cache offloading

* llama : update session save/load

* llama : support quantum K cache (#4312)

* llama : support quantum K cache (wip)

* metal : add F32 -> Q8_0 copy kernel

* cuda : add F32 -> Q8_0 copy kernel

ggml-ci

* cuda : use mmv kernel for quantum cache ops

* llama : pass KV cache type through API

* llama : fix build

ggml-ci

* metal : add F32 -> Q4_0 copy kernel

* metal : add F32 -> Q4_1 copy kernel

* cuda : wip

* cuda : add F32 -> Q4_0 and F32 -> Q4_1 copy kernels

* llama-bench : support type_k/type_v

* metal : use mm kernel only for quantum KV cache

* cuda : add comment

* llama : remove memory_f16 and kv_f16 flags

---------

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

* readme : add API change notice

---------

Co-authored-by: slaren <slarengh@gmail.com>
2023-12-07 13:03:17 +02:00
Hongyu Ouyang
81bc9214a3
train : fix #4227 (double free in examples/train-text-from-scratch/train-text-from-scratch.cpp) (#4351)
On commit b1108 (44c117f4) xaedes added

    ggml_allocr * alloc = NULL;

    ... (many lines in between)

    if (alloc) {
        ggml_allocr_free(alloc);
    }

Which is correct, but it's easy to lose context after many lines in between.

On commit b1287 (0e76a899) xaedes made a big change. From here on, alloc is freed eagerly.

    alloc = ggml_allocr_new(...)
    ... (short lines of code)
    ggml_allocr_free(alloc)

This happens a few times, but alloc is never set to NULL, and many lines below,
we still have

    if (alloc) {
        ggml_allocr_free(alloc);
    }

which causes a double-free.
2023-12-07 12:25:22 +02:00
Georgi Gerganov
05cd6e5036
server : recognize cache_prompt parameter in OAI API (#4347) 2023-12-06 20:21:59 +02:00
Georgi Gerganov
caa9249217
common : fix compile warning 2023-12-06 10:41:03 +02:00
stduhpf
da5eaef1f3
speculative : support --color (#4343)
* speculative: add some colors

* minor : add braces

---------

Co-authored-by: Georgi Gerganov <ggerganov@gmail.com>
2023-12-06 10:08:17 +02:00
Marcus Dunn
5f6e0c0dff
grammar : pre-computed pieces + reserve mem + less string copies (#4330)
* reserve space for codepoints

* improvement for the appended 0

* used precomputed token text for grammar sample

* reserve canidates_decoded

* reserve canidates_grammar

* remove candidates_decoded

* Revert "remove candidates_decoded"

This reverts commit 3773328080.

* changed decode_utf8 to take src by ref
2023-12-05 22:55:12 +02:00
Kerfuffle
5aa365d88f
llama : allow overriding GGUF metadata when loading model (#4092)
* feat: Allow overriding GGUF metadata when loading model

* Fix the one time GCC is stricter than clang about something

* Step1

* Refactor... basically everything!

* Nuke obsolete GetArrayLen struct

* simplify std::string specialization

* Various cleanups

Add informational output when overrides are applied

Warn user when an override with the wrong type is specified

* Fix broken logic for parsing bool KV overrides
Fix issue where overrides didn't apply when key missing in GGUF metadata
Resolve merge changes

* llama : rearrange model params

* Update new GET_KEY call

Add note that metadata KV overrides aren't reflected in initial metadata KV info dump

---------

Co-authored-by: cebtenzzre <cebtenzzre@gmail.com>
Co-authored-by: Georgi Gerganov <ggerganov@gmail.com>
2023-12-05 19:19:18 +02:00
MaggotHATE
52c8bc3cf3
sampling : custom samplers order (#4285)
* Samplers sequence order w parameter

* Cleaned commented code

* Fixed formatting

* Rewrote with unordered_map

* Revert and rewrite, too many problems and safeguards would be needed

* Fixed code style

* Code style fixes according to review

* More readable samplers input string, fixed help

* Style fix in sampler_queue

* Formatting fixes

* Fixing whitespaces
2023-12-05 12:05:51 +02:00
kchro3
e4b76bbe31
swift : revert compiler checks for swift package (#4332) 2023-12-05 09:29:46 +02:00
Daniel Bevenius
23b5e12eb5
simple : update error message for KV cache check (#4324)
This commit updates the error message that is printed when the
KV cache is not big enough to hold all the prompt and generated
tokens. Specifically it removes the reference to n_parallel and
replaces it with n_len.

Signed-off-by: Daniel Bevenius <daniel.bevenius@gmail.com>
2023-12-04 18:04:21 +02:00
Miwa / Ensan
d208995c6d
swift : fix concatenation method to avoid invalid UTF8 stringfication (#4325) 2023-12-04 18:03:49 +02:00
Miwa / Ensan
5c9f90cba1
swift : fix prompt tokenization logic (#4321) 2023-12-04 15:43:45 +02:00
Ikko Eltociear Ashimine
4fa44e84ad
grammar-parser : fix typo (#4318)
preceeding -> preceding
2023-12-04 09:57:35 +02:00
Georgi Gerganov
fbbc42827b
ggml : reuse ggml_get_n_tasks() in ggml_graph_plan() (#4308)
* ggml : fix soft max out-of-bounds access

ggml-ci

* ggml : reuse ggml_get_n_tasks() in ggml_graph_plan()

ggml-ci
2023-12-03 15:56:35 +02:00
Georgi Gerganov
adf3de4f69
ggml : fix soft max out-of-bounds access (#4307)
ggml-ci
2023-12-03 15:56:22 +02:00
Ed Lee
33e171d1e9
server : fix OpenAI API stop field to be optional (#4299)
(cherry picked from commit Mozilla-Ocho/llamafile@e8c92bcb84)
2023-12-03 11:10:43 +02:00
Rickard Edén
6949b50df5
py : add grammar to oai like api (#4294) 2023-12-03 11:03:25 +02:00
Georgi Gerganov
d7b800b8bc
llama : pad KV cache size (#4280)
* llama : pad KV cache size to 32

* metal : try to improve batched decoding
2023-12-03 10:58:16 +02:00
Georgi Gerganov
5a7d3125e7
llama : avoid using "optional" keyword (#4283) 2023-12-01 20:39:12 +02:00
Georgi Gerganov
d5a1cbde60
llama : support optional tensors (#4283) 2023-12-01 20:35:47 +02:00
Miwa / Ensan
b220222a64
swift : fix token_to_piece implementation (#4278)
* Fix token_to_piece implementation in Swift

* Fix errors
2023-12-01 20:19:45 +02:00
Jared Van Bortel
511f52c334
build : enable libstdc++ assertions for debug builds (#4275) 2023-12-01 20:18:35 +02:00
CausalLM
03562f3a86
llama : support attention bias on LLaMA architecture (#4283)
* Support attention_bias on LLaMA architecture

QKVO bias, should fix InternLM (https://github.com/ggerganov/llama.cpp/issues/3133) and works for LLaMAfied Qwen models (https://github.com/ggerganov/llama.cpp/pull/3743#issuecomment-1825923608).

* check existence of qkvo bias while loading llama models

Tested on LLaMA2, CUDA and CPU.

* Update llama.cpp
2023-12-01 20:17:06 +02:00
Shijie
37c746d687
llama : add Qwen support (#4281)
* enable qwen to llama.cpp

* llama : do not GPU split bias tensors

---------

Co-authored-by: Georgi Gerganov <ggerganov@gmail.com>
2023-12-01 20:16:31 +02:00
Georgi Gerganov
880f57973b
llama : fix integer overflow during quantization (#4284)
happens with multi-threaded quantization of Qwen-72B

ggml-ci
2023-12-01 18:42:11 +02:00
Daniel Bevenius
8d6d9f033b
py : add requirements file for convert-hf-to-gguf.py (#4277)
This commit adds a requirements file for the convert-hf-to-gguf.py
script, and also add the torch and transformers packages to it.

The motivation for this is that currently running convert-hf-to-gguf.py
will produce the following error:
```console
$ python3 -m venv venv
$ source venv/bin/activate
(venv) $ pip install -r requirements.txt
Collecting numpy==1.24.4
Collecting sentencepiece==0.1.98
Collecting gguf>=0.1.0
Installing collected packages: sentencepiece, numpy, gguf
Successfully installed gguf-0.5.1 numpy-1.24.4 sentencepiece-0.1.98

(venv) $ python convert-hf-to-gguf.py --help
Traceback (most recent call last):
  File "llama.cpp/convert-hf-to-gguf.py", line 16, in <module>
    import torch
ModuleNotFoundError: No module named 'torch'
```
With this commit, and using requirements-hf-to-gguf.txt instead of
requirements.txt, the script can be run and shows the help output.

Signed-off-by: Daniel Bevenius <daniel.bevenius@gmail.com>
2023-12-01 11:41:56 +02:00
Georgi Gerganov
ef47ec18da
ggml : add ggml_soft_max_ext (#4256)
* metal : implement soft_max_ext

* cuda : implement soft_max_ext

* ggml : implement soft_max_ext (CPU)

* batched-bench : print threads

ggml-ci

* metal : simplify soft_max encoding

ggml-ci

* cuda : use 512 threads for soft_max instead of 32

* ggml : update soft max cpu

* cuda : do warp-based block reduce

* cuda : increase max block size to 1024

* cuda : fix warp reduction initialization of shared mem

* metal : warp-based reduction for soft max kernel

* metal : warp-based reduce for rms_norm

* metal : simplify soft max kernel

ggml-ci

* alloc : fix build with debug
2023-12-01 10:51:24 +02:00
Ziad Ben Hadj-Alouane
1d144112c0
server : add --log-disable to disable logging to file (#4260)
* * add --log-disable to disable logging to file in the server example

* * typo fix
2023-12-01 00:25:49 +02:00
Ziad Ben Hadj-Alouane
f43f09366d
server : add single-client multi-prompt support (#4232)
* * add multiprompt support

* * cleanup

* * more cleanup

* * remove atomicity of id_gen, and change lock_guard to unique_lock on completion requests

* * remove all references to mutex_multitasks

* Update examples/server/server.cpp

Co-authored-by: Jared Van Bortel <cebtenzzre@gmail.com>

* Update examples/server/server.cpp

Co-authored-by: Jared Van Bortel <cebtenzzre@gmail.com>

* Update examples/server/server.cpp

Co-authored-by: Jared Van Bortel <cebtenzzre@gmail.com>

* Update examples/server/server.cpp

Co-authored-by: Jared Van Bortel <cebtenzzre@gmail.com>

* * change to set

---------

Co-authored-by: Jared Van Bortel <cebtenzzre@gmail.com>
2023-12-01 00:25:04 +02:00
WillCorticesAI
d2809a3ba2
make : fix Apple clang determination bug (#4272)
Co-authored-by: Will Findley <findley@gmail.com>
2023-12-01 00:23:44 +02:00
Jared Van Bortel
15f5d96037
build : fix build info generation and cleanup Makefile (#3920)
* cmake : fix joining of REAL_GIT_DIR

* fix includes with help from include-what-you-use

* make : remove unneeded deps and add test-rope target

* fix C includes in C++ source files

* Revert "fix includes with help from include-what-you-use"

This reverts commit 635e9fadfd.
2023-12-01 00:23:08 +02:00
John
33c9892af5
llava : ShareGPT4V compatibility (vision encoder only loading) (#4172)
* ShareGPT4 compatibility (vision encoder only loading)

Load only a CLIP vision encoder (as supplied by ShareGPT finetunes)
Corrects the argument parsing for --img_mean and --img_std (which were previously not parsed but attempted to access)
Defines defaults for img_mean and img_std which are equal to the llava 1.5 CLIP encoder, so you do not have to provide them

* Update convert-image-encoder-to-gguf.py
2023-11-30 23:11:14 +01:00
Andrew Godfrey
8efa0f6ebe
main : pass LOG_TEE callback to llama.cpp log (#4033)
* main : Call llama_log_set to use LOG_TEE

* tabs to spaces
2023-11-30 23:56:19 +02:00
vodkaslime
524907aa76
readme : fix (#4135)
* fix: readme

* chore: resolve comments

* chore: resolve comments
2023-11-30 23:49:21 +02:00
Juraj Bednar
3bd2c7ce1b
docker : add finetune option (#4211) 2023-11-30 23:46:01 +02:00
Miwa / Ensan
bde629bb53
batched.swift : update README.md (#4214)
docs: update how to run
2023-11-30 23:45:17 +02:00
Li Tan
f7f9e06212
cmake : fix the metal file foder path (#4217) 2023-11-30 23:44:11 +02:00
Dawid Wysocki
74daabae69
readme : fix typo (#4253)
llama.cpp uses GitHub Actions, not Gitlab Actions.
2023-11-30 23:43:32 +02:00
Daniel Bevenius
b18c66ca6e
llama : fix alignment of general.name in print meta (#4254)
* llama: fix alignment of general.name in print meta

This commit fixes the alignment of the general.name field in the
llm_load_print_meta function.

Currently the output looks like this:
```console
llm_load_print_meta: model ftype      = mostly Q4_0
llm_load_print_meta: model params     = 13.02 B
llm_load_print_meta: model size       = 6.86 GiB (4.53 BPW)
llm_load_print_meta: general.name   = LLaMA v2
```
And with this commit it looks like this:
```console
llm_load_print_meta: model ftype      = mostly Q4_0
llm_load_print_meta: model params     = 13.02 B
llm_load_print_meta: model size       = 6.86 GiB (4.53 BPW)
llm_load_print_meta: general.name     = LLaMA v2
```

Signed-off-by: Daniel Bevenius <daniel.bevenius@gmail.com>

* llama: fix alignment of special tokens

Signed-off-by: Daniel Bevenius <daniel.bevenius@gmail.com>

---------

Signed-off-by: Daniel Bevenius <daniel.bevenius@gmail.com>
2023-11-30 23:43:08 +02:00
slaren
f4d973cecb
convert.py : fix llama/llama2 conversion due to vocab_size=-1 (#4258) 2023-11-30 23:42:23 +02:00
tarcey
954e22858c
llama : fix typical sampling (#4261)
Typical sampling was broken because after copying new_candidates into canditates, the "sorted" bool is left at "true", but the new data is no longer sorted according to probability. Patch to set "sorted" to false.

Test: Generating with temp=0.0001 (approx. argmax)  should generate the same sequence at typical>=1.0 and typical=0.9999 (approx. disabled, but enters the typical sampling codepath).
2023-11-30 23:40:23 +02:00
rhjdvsgsgks
e2bd725f4b
py : fix oai proxy (#3972)
* fix oai proxy

fix generation not stoped while bot stop talking in chat mode

fix possible `slot_id` not exist

response for cors (and pre flight)

* oai proxy: workaround for some client (such as Chatbox)

* use stop as separator to replace hardcoded `\n`
2023-11-30 22:50:40 +02:00
Georgi Gerganov
1f5cd83275
examples : add readme files 2023-11-29 11:00:17 +02:00
Peter Sugihara
4fea3420ee
readme : add FreeChat (#4248) 2023-11-29 09:16:34 +02:00
Jared Van Bortel
64e64aa255
ggml : restore abort() in GGML_ASSERT (#4242) 2023-11-28 11:51:11 +02:00
Georgi Gerganov
8406b0924b
ggml : re-enable BLAS for CPU when src0 != F32 + remove redundant full offload checks in llama.cpp (#4240)
* ggml : use blas even if src0 is not F32

* llama : use n_threads_batch only when n_tokens >= 32

ggml-ci

* llama : revert n_threads_batch logic

ggml-ci
2023-11-28 10:32:03 +02:00
bandoti
b38a16dfcf
cmake : fix issue with version info not getting baked into LlamaConfig.cmake (#3970)
* Split CPP generation from build-info query

* Remove blank lines

* Add BUILD_SHARED_LIBS option
2023-11-27 21:25:42 +02:00
Kasumi
0dab8cd7cc
readme : add Amica to UI list (#4230) 2023-11-27 19:39:42 +02:00
Bailey Chittle
bb03290c17
examples : iOS example with swift ui (#4159)
* copy to llama.cpp as subdir

* attempt enabling metal, fails

* ggml metal compiles!

* Update README.md

* initial conversion to new format, utf8 errors?

* bug fixes, but now has an invalid memory access :(

* added O3, now has insufficient memory access

* begin sync with master

* update to match latest code, new errors

* fixed it!

* fix for loop conditionals, increase result size

* fix current workflow errors

* attempt a llama.swiftui workflow

* Update .github/workflows/build.yml

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

---------

Co-authored-by: Georgi Gerganov <ggerganov@gmail.com>
2023-11-27 16:56:52 +02:00