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Author SHA1 Message Date
slaren
9d2382b3e4
Fix Metal backend broken from the allocator changes (#2455) 
* fix Metal backend broken from the allocator changes
 2023-07-31 11:02:53 +02:00
slaren
a113689571
ggml : add graph tensor allocator (#2411) 
* ggml : add graph tensor allocator

* ggml : don't calculate data pointer of unallocated tensors when creating a view with an offset

* ggml : refactor ggml_view_Nd into ggml_view_tensor_offset
 2023-07-30 15:58:01 +02:00
Johannes Gäßler
11f3ca06b8
CUDA: Quantized matrix matrix multiplication (#2160) 
* mmq implementation for non k-quants

* q6_K

* q2_K

* q3_k

* q4_K

* vdr

* q5_K

* faster q8_1 loading

* loop unrolling

* add __restrict__

* q2_K sc_high

* GGML_CUDA_MMQ_Y

* Updated Makefile

* Update Makefile

* DMMV_F16 -> F16

* Updated README, CMakeLists

* Fix CMakeLists.txt

* Fix CMakeLists.txt

* Fix multi GPU out-of-bounds
 2023-07-29 23:04:44 +02:00
Johannes Gäßler
9baf9ef304
CUDA: faster multi GPU synchronization (#2448) 2023-07-29 23:04:10 +02:00
klosax
8a88e5855c
perplexity : add Hellaswag calculation (#2389) 
* common.h : add hellaswag / remove perplexity-lines

* common.cpp : add hellaswag / remove perplexity-lines

* perplexity.cpp : add hellswag scores / remove perplexity-lines

* perplexity.cpp : clean up

* common.h : change default param value

* common.cpp : Change default param

* perplexity.cpp : alter wording

* common.h : alter wording

* common.cpp : alter wording
 2023-07-28 21:25:36 +03:00
Lee
a9559bf77b
ggml : workaround for missing _mm256_setr_m128i in GCC < 8 in k_quants.c (#2405) 2023-07-28 21:17:45 +03:00
eric8607242
ee1b497c98
llama : support more diverse tokenizers? (#2420) 
* supporting more diverse tokenizers

* Update llama.cpp

---------

Co-authored-by: Georgi Gerganov <ggerganov@gmail.com>
 2023-07-28 21:10:05 +03:00
Georgi Gerganov
d73b8d48b4
examples : fix whitespace 2023-07-28 21:05:08 +03:00
nhamanasu
34ae1caf7f
examples : server chat mode with llama2 (#2400) 
* add: server chat mode with llama2

* fix: remove the unnecessary last \n
 2023-07-28 21:02:10 +03:00
Iwan Kawrakow
dead8f4b5b Fix misaligned memory access in Q4_1 kernel 2023-07-28 17:27:01 +03:00
Iwan Kawrakow
72af25998c Fix misaligned memory access in Q4_1 kernel 2023-07-28 17:13:22 +03:00
Georgi Gerganov
e5d23f2e7e
ggml : fix ARM build + speed-up ggml_mul 2023-07-28 16:31:59 +03:00
Georgi Gerganov
a4d1eb72c6 ggml : add q4_1 normalized quants 2023-07-28 15:20:34 +03:00
Weird Constructor
d91f3f0c55
readme : fix the description of the Tail free sampling (TFS) method (#2431) 2023-07-28 11:44:43 +03:00
Rand Xie
65cdf34bdc
llama : use n_embd_gqa instead of n_embd to handle llama-2 70B (#2433) 2023-07-28 11:42:53 +03:00
Georgi Gerganov
675425563c ggml : poc for normalizing weights for better quantization 2023-07-28 10:44:38 +03:00
niansa/tuxifan
edcc7ae7d2
Obtaining LLaMA 2 instructions (#2308) 
* Obtaining LLaMA 2 instructions

* Removed sharing warning for LLaMA 2

* Linked TheBloke's GGML repos

* Add LLaMA 2 to list of supported models

* Added LLaMA 2 usage instructions

* Added links to LLaMA 2 70B models
 2023-07-28 03:14:11 +02:00
mj-shifu
7c529cede6
convert.py : Update to support 70B HF format model files (#2427) 
* convert.py : fix llama 2 70b conversion from Huggingface
 2023-07-27 14:39:17 -06:00
Georgi Gerganov
1a941869cb
metal : disable graph concurrency optimization due to bug (#2413) 2023-07-27 11:00:54 +03:00
slaren
b5472ea0ad
ggml : fix assert in ggml_set_unary_op (#2410) 2023-07-26 23:57:23 +02:00
Cebtenzzre
6df1f5940f
make : build with -Wmissing-prototypes (#2394) 2023-07-26 21:00:04 +03:00
slaren
5488fb789e
ggml : allocate graphs in a context (#2392) 
* ggml : graph allocation in contexts

* allocate work buffer as a ggml_object in ggml_graph_compute_with_ctx

* llama.cpp : allocate graph in the context

* add GGML_PAD

---------

Co-authored-by: Georgi Gerganov <ggerganov@gmail.com>
 2023-07-26 15:56:53 +02:00
Kawrakow
eb542d3932
Add LLAMA_DEFAULT_RMS_EPS so we can change the default (#2384) 
Co-authored-by: Iwan Kawrakow <iwan.kawrakow@gmail.com>
 2023-07-25 18:35:53 +03:00
slaren
07aaa0f63f
ggml : fix ggml_flash_attn to use op_params (#2387) 
* ggml : fix ggml_flash_attn to use op_params
 2023-07-25 16:20:12 +02:00
ldwang
fce48caf9a
convert.py : support bpe tokenizer (#2228) 
* support bpe tokenizer in convert

Signed-off-by: ldwang <ftgreat@gmail.com>

* support bpe tokenizer in convert

Signed-off-by: ldwang <ftgreat@gmail.com>

* support bpe tokenizer in convert, fix

Signed-off-by: ldwang <ftgreat@gmail.com>

---------

Signed-off-by: ldwang <ftgreat@gmail.com>
Co-authored-by: ldwang <ftgreat@gmail.com>
 2023-07-25 16:22:09 +03:00
Jiahao Li
875086bdb9
ggml : relax contiguous constraints in activation function (#2371) 2023-07-25 15:58:32 +03:00
slaren
da1889834a
ggml : improve graph build time via hash table lookup (#2329) 
* improve graph build time

* ggml_tensor : use 1 bit per flag

* use a hash table instead
 2023-07-25 15:32:20 +03:00
Hesen Peng
82552b7f54
build : fix line breaking error in build-info.sh (#2349) 
* fix line breaking

* build number line break removal
 2023-07-25 15:24:09 +03:00
Xiao-Yong Jin
0c06204fb3
main : add --in-prefix-bos to prefix BOS to user inputs; keep EOS (#2304) 
* add `--in-prefix-bos` to prefix BOS to user inputs; keep EOS

The BOS precedes the string specified by `--in-prefix`.
Model generated EOS is now kept in the context.

It provides a way to strictly following the prompt format used in
Llama-2-chat.

The EOS handling also benefits some existing finetunes that uses
EOS to mark the end of turn.

* examples/common: move input_prefix_bos to other bools
 2023-07-25 15:19:11 +03:00
Eve
1fed755b1f
ci : add non-AVX scalar build/test (#2356) 
* noavx build and test

* we don't need to remove f16c in windows
 2023-07-25 15:16:13 +03:00
katsu560
be2301bcda
k_quants : add AVX support to dot functions with QK_K as 64 (#2339) 
* add AVX to ggml_vec_dot_q2_K_q8_K()

* add AVX to ggml_vec_dot_q3_K_q8_K()

* add AVX to ggml_vec_dot_q4_K_q8_K()

* add AVX to ggml_vec_dot_q5_K_q8_K()

* add AVX to ggml_vec_dot_q6_K_q8_K()

* refactor AVX code in ggml_vec_dot_q6_K_q8_K()
 2023-07-25 15:13:41 +03:00
Shouzheng Liu
1aa18ef994
metal : concurrently dispatch commands (#2358) 
* metal: concurrently dispatch commands

Function `ggml_metal_graph_find_concurrency` will run and write
commands that can be issued concurrently to metal context `concur_list`
array, when `ggml_metal_graph_compute` is called for the first time.

* metal: don't call find_concurrency automatically.

* metal : code style changes

---------

Co-authored-by: Georgi Gerganov <ggerganov@gmail.com>
 2023-07-25 15:00:19 +03:00
Kawrakow
9a08eaf3c4
Another speed gain for Q4_0 and Q4_1 on Metal (#2375) 
* Another speed gain for Q4_0 and Q4_1 on Metal

* Have N_DST, etc., be template parameters

---------

Co-authored-by: Iwan Kawrakow <iwan.kawrakow@gmail.com>
 2023-07-25 13:48:29 +03:00
Kawrakow
129d844c87
Fix Q4_K and Q5_K for QK_K = 64 on CUDA (#2359) 
* Fix Q4_K and Q5_K for QK_K = 64

* Very slightly better Q5_K bit fiddling

---------

Co-authored-by: Iwan Kawrakow <iwan.kawrakow@gmail.com>
 2023-07-25 13:48:04 +03:00
slaren
d5512b782b
server: add rms_norm_eps parameter (#2380) 2023-07-25 12:36:17 +03:00
Henri Vasserman
c798308e3a
[Server] Escape HTML in webchat (#2368) 
* escape HTML in webchat
* add amp
 2023-07-25 10:27:34 +03:00
slaren
41c674161f
make rms_norm_eps a parameter (#2374) 
* make rms_norm_eps a parameter

* add rms_norm_eps to command line

* fix baby llama, test-grad0

* use scientific notation for eps param in the help

ggml-ci
 2023-07-24 17:57:12 +02:00
Aarni Koskela
b3f138d058
Chat UI extras (#2366) 
* makefile: correct deps for server

* server: tighten settings layout a little

* server: expose all currently configured generation params in UI

* server: expose remaining generation params, for the adventurous

* server: embetter mirostat fields
 2023-07-24 17:54:22 +03:00
Georgi Gerganov
5b2b2dc6ae
ggml : sync (unary ops refactor, static-correctness) (#2370) 
* ggml : sync (unary ops, tests)

ggml-ci

* tests : remove unnecessary funcs
 2023-07-24 14:46:21 +03:00
Kawrakow
42f70cb2f6
Fix scalar version of Q5_K when QK_K = 64 (#2362) 
Co-authored-by: Iwan Kawrakow <iwan.kawrakow@gmail.com>
 2023-07-24 12:55:02 +03:00
Evan Jones
84e09a7d8b
llama : add grammar-based sampling (#1773) 
* llama, main : constrain sampling to grammar

* allow loading grammar from file

* fix whitespace errors

* handle & print parser errors

* add comments to grammar syntax and allow newlines where unambiguous

* add missing include

* support alternates in root rule

* fix bugs with empty token and EOS

* adjust JSON grammar

* remove swp file

* rewrite ternary expressions

Co-authored-by: Henri Vasserman <henv@hot.ee>

* use struct for grammar elements and add Unicode support

* add unicode escapes

* add inverse char ranges

* only sample full tokens (no peeking or truncation)

* llama : minor style changes

blindly applied in online editor - hopefully I didn't break something

* update help text

* add warning message if EOS is disabled

---------

Co-authored-by: Henri Vasserman <henv@hot.ee>
Co-authored-by: Georgi Gerganov <ggerganov@gmail.com>
 2023-07-23 23:58:10 -04:00
Kawrakow
2f9cf974a0
Some more Q4_K and Q5_K speedup on CUDA (#2346) 
* Faster Q5_K on CUDA

* Small Q5_K improvement on older GPUs

* Spped up Q4_K on CUDA

GTX1660: 29.5 ms/t -> 25.6 ms/t
RTX4080: 8.40 ms/t -> 8.25 ms/t

* Spped up Q4_K on CUDA

GTX1660: 36.7 ms/t -> 35.6 ms/t
RTX4080:  9.8 ms/t ->  9.5 ms/t

* Address PR comments

* Add some comments to satisfy PR reviewer

---------

Co-authored-by: Iwan Kawrakow <iwan.kawrakow@gmail.com>
 2023-07-24 00:19:47 +03:00
IgnacioFDM
4f06592cc6
Add gqa parameter support to the server (#2351) 
* Add gqa parameter support to the server
* Change help from stderr to stdout
 2023-07-23 23:31:17 +03:00
Johannes Gäßler
70d26ac388
Fix __dp4a documentation (#2348) 2023-07-23 17:49:06 +02:00
wzy
57921ca6db
common : n_threads == -1 uses std:🧵:hardware_concurrency() (#2347) 
* Fix #2345, fix incorrect n_threads

* Update examples/common.cpp

---------

Co-authored-by: Georgi Gerganov <ggerganov@gmail.com>
 2023-07-23 16:33:02 +03:00
slaren
3602ac4255
fix n_tasks (#2342) 
ggml-ci
 2023-07-23 15:19:39 +02:00
slaren
95a6c595e7
ggml: move op parameters from tensors to ggml_tensor::op_params (#2333) 
* ggml: move op parameters from tensors to ggml_tensor::op_params

* alibi: use memcpy for float params

* remove `src[1] = NULL` in ops
 2023-07-23 14:36:02 +02:00
Georgi Gerganov
e76d630df1
llama : grouped-query attention + LLaMAv2 70B support (#2276) 
* CUDA: GQA implementation

* llama : support for GQA and LLaMAv2 70B

ggml-ci

* py : fix hparams parsing (if-else blocks)

ggml-ci

* py : oh boy ..

ggml-ci

* help : fix gqa value for 70B

ggml-ci

---------

Co-authored-by: JohannesGaessler <johannesg@5d6.de>
 2023-07-23 15:09:47 +03:00
maddes8cht
1d0824b247
llama : print help to stdout (#2338) 2023-07-23 14:59:48 +03:00
wzy
bc3ec2cdc9
flake : support nix build '.#opencl' (#2337) 2023-07-23 14:57:02 +03:00