Commit Graph

924 Commits

Author SHA1 Message Date
eric8607242
0a36743aff 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
ca55f98a26 examples : fix whitespace 2023-07-28 21:05:08 +03:00
nhamanasu
01a14d2c58 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
Weird Constructor
fb09f01651 readme : fix the description of the Tail free sampling (TFS) method (#2431) 2023-07-28 11:44:43 +03:00
Rand Xie
0c7137b4c3 llama : use n_embd_gqa instead of n_embd to handle llama-2 70B (#2433) 2023-07-28 11:42:53 +03:00
niansa/tuxifan
be41ec86c5 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
28b471d0e4 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
bab9a5358d metal : disable graph concurrency optimization due to bug (#2413) 2023-07-27 11:00:54 +03:00
slaren
3a04da8e17 ggml : fix assert in ggml_set_unary_op (#2410) 2023-07-26 23:57:23 +02:00
Cebtenzzre
59b12eb025 make : build with -Wmissing-prototypes (#2394) 2023-07-26 21:00:04 +03:00
slaren
d81bd68d7d 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
abd493a08a 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
e31220e203 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
d954955e56 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
2a5c15cb3f ggml : relax contiguous constraints in activation function (#2371) 2023-07-25 15:58:32 +03:00
slaren
9897e125f4 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
978a82ae3a 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
fdfc76e541 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
b3331ff75f 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
04548b5f34 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
d4d59d1dab 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
386f15bcfd 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
2ba70388a3 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
8b710f6c6c server: add rms_norm_eps parameter (#2380) 2023-07-25 12:36:17 +03:00
Henri Vasserman
85913309c2 [Server] Escape HTML in webchat (#2368)
* escape HTML in webchat
* add amp
2023-07-25 10:27:34 +03:00
slaren
f03ca6ee8a 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
6d91bf5e54 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
0e2cd25570 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
9830c37087 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
9e7ca68b90 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
61be4d0b27 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
c4a2ed79be 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
118a2ced18 Fix __dp4a documentation (#2348) 2023-07-23 17:49:06 +02:00
wzy
f65f81e723 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
9ab1bc29d9 fix n_tasks (#2342)
ggml-ci
2023-07-23 15:19:39 +02:00
slaren
9677ba9f06 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
3fe463b26d 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
02086139f9 llama : print help to stdout (#2338) 2023-07-23 14:59:48 +03:00
wzy
d88eb2f671 flake : support nix build '.#opencl' (#2337) 2023-07-23 14:57:02 +03:00
Christian Demsar
9a208e606c llama : print max tensor size to stderr (#2336) 2023-07-23 14:56:34 +03:00
Jose Maldonado
52f75c7549 make : fix CLBLAST compile support in FreeBSD (#2331)
* Fix Makefile for CLBLAST compile support and instructions for compile llama.cpp FreeBSD

* More general use-case for CLBLAST support (Linux and FreeBSD)
2023-07-23 14:52:08 +03:00
AustinMroz
574ccaa8b8 examples : simplify vim plugin (#2327)
Uses builtin json_encode and json_decode functions to simplify escaping
Removes the need for temp files
2023-07-23 14:16:48 +03:00
Jiahao Li
a8354a5525 metal : support bcast add & dup & cont op (#2323) 2023-07-23 14:00:37 +03:00
Kawrakow
bb9446b3aa Speed up Q4_K (#2322)
Co-authored-by: Iwan Kawrakow <iwan.kawrakow@gmail.com>
2023-07-23 08:49:20 +03:00
Johannes Gäßler
0b6dbeae14 CUDA: Fixed 7b q3_K_S with mul_mat_vec_q (#2313) 2023-07-22 21:27:34 +02:00
Georgi Gerganov
926b090575 llama : optimize memory buffers (#2325) 2023-07-22 21:17:57 +03:00
klosax
0c4de4eb95 Perplexity: Compute scores correlated to HellaSwag (#2312)
* Add parameter --perplexity-lines to perplexity.cpp
2023-07-22 14:21:24 +02:00
whoreson
6f5d82363e examples : basic VIM plugin
VIM plugin for server exe
2023-07-22 13:34:51 +03:00
Georgi Gerganov
ac16f363f8 ci : fix args 2023-07-22 12:00:56 +03:00
Georgi Gerganov
2fe787f8bc ci : add 7B CUDA tests (#2319)
* ci : add 7B CUDA tests

ggml-ci

* ci : add Q2_K to the tests

* ci : bump CUDA ppl chunks

ggml-ci

* ci : increase CUDA TG len + add --ignore-eos

* ci : reduce CUDA ppl cunks down to 4 to save time
2023-07-22 11:48:22 +03:00