Commit Graph

3942 Commits

Author SHA1 Message Date
Johannes Gäßler
7d1a378b8f
CUDA: refactor mmq, dmmv, mmvq (#7716)
* CUDA: refactor mmq, dmmv, mmvq

* fix out-of-bounds write

* struct for qk, qr, qi

* fix cmake build

* mmq_type_traits
2024-06-05 16:53:00 +02:00
Georgi Gerganov
2b3389677a
ggml : refactor rope norm/neox (#7634)
* ggml : unify rope norm/neox (CPU)

* ggml : fix compile warning

* ggml : remove GLM rope mode

ggml-ci

* metal : better rope implementation

ggml-ci

* cuda : better rope implementation

ggml-ci

* naming : n_orig_ctx -> n_ctx_orig

ggml-ci

* dev : add reminders to update backends

ggml-ci

* vulkan : fix ggml_rope_ext() usage

* cuda : fix array size + indents

ggml-ci
2024-06-05 11:29:20 +03:00
arch-btw
9973e81c5c
readme : remove -ins (#7759)
-ins and --instruct were moved in https://github.com/ggerganov/llama.cpp/pull/7675

I have adjusted the README accordingly.
There was no trace of --chatml in the README.
2024-06-05 09:40:49 +03:00
jaime-m-p
c90dbe026b
Fix per token atrributes bits (#7749) 2024-06-05 01:26:14 +02:00
agray3
b90dc566c1
Allow number of nodes in CUDA graph to change (#7738)
Previously the code would have failed to cope in the case that the
number of nodes changes in an existing CUDA graph. This fixes the
issue by removing an unnecessary conditional.
2024-06-04 22:06:49 +02:00
Georgi Gerganov
1442677f92
common : refactor cli arg parsing (#7675)
* common : gpt_params_parse do not print usage

* common : rework usage print (wip)

* common : valign

* common : rework print_usage

* infill : remove cfg support

* common : reorder args

* server : deduplicate parameters

ggml-ci

* common : add missing header

ggml-ci

* common : remote --random-prompt usages

ggml-ci

* examples : migrate to gpt_params

ggml-ci

* batched-bench : migrate to gpt_params

* retrieval : migrate to gpt_params

* common : change defaults for escape and n_ctx

* common : remove chatml and instruct params

ggml-ci

* common : passkey use gpt_params
2024-06-04 21:23:39 +03:00
Georgi Gerganov
554c247caf
ggml : remove OpenCL (#7735)
ggml-ci
2024-06-04 21:23:20 +03:00
Georgi Gerganov
0cd6bd3483
llama : remove beam search (#7736) 2024-06-04 21:23:05 +03:00
Georgi Gerganov
5ca0944a15
readme : remove obsolete Zig instructions (#7471) 2024-06-04 19:43:01 +03:00
slaren
adc9ff3841
llama-bench : allow using a different printer for stderr with -oe (#7722)
compare-commits.sh : hide stdout, use -oe to print markdown
2024-06-04 14:32:42 +02:00
Daniele
987d743d6b
Improve hipBLAS support in CMake (#7696)
* Improve hipBLAS support in CMake

This improves the detection of the correct CMAKE_PREFIX_PATH when using different distributions or a self-built ROCm SDK.

* Set ROCM_PATH correctly
2024-06-04 14:09:15 +02:00
zhouwg
b226c1227b
refine .gitignore (#7688)
This adds tags and android ndk into the git ignore list
2024-06-04 21:21:26 +10:00
jaime-m-p
3b38d48609
Per token attributes (#7685)
* Add per token attributes enum
* Using phi-3 for testing 'rstrip'
* Using jina-v2 for testing 'lstrip'
* Brute force test for 'lstrip' and 'rstrip'
* Implement 'rstrip' and 'lstrip'
* Update phi-3 GGUF file (obsolete since 917dc8c)
* Replace llama_token_type with llama_token_attribs
2024-06-04 09:17:17 +02:00
Georgi Gerganov
6d1616944d
ggml : prevent builds with -ffinite-math-only (#7726)
This enforces a check that -fno-finite-math-only was set and that the operating
compiling mode is not in finite maths mode. This is because during rewriting of
silu and softmax for cpu #7154 there emerged an issue where the result that was
observed when >1 slot was nondeterministic as found by @JohannesGaessler.

@LostRuins narrowed the problem down to -ffinite-math-only which was theorised
to be due to SiLU, instead of flushing small values to 0, returns NaN or some 
other garbage. @jart proposed a fix that @ggerganov then implemented in this fix

ref https://github.com/ggerganov/llama.cpp/pull/7154#issuecomment-2145661825
2024-06-04 17:01:09 +10:00
Radoslav Gerganov
bde7cd3cd9
llama : offload to RPC in addition to other backends (#7640)
* llama : offload to RPC in addition to other backends

* - fix copy_tensor being called on the src buffer instead of the dst buffer

- always initialize views in the view_src buffer

- add RPC backend to Makefile build

- add endpoint to all RPC object names

* add rpc-server to Makefile

* Update llama.cpp

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

---------

Co-authored-by: slaren <slarengh@gmail.com>
2024-06-03 20:03:26 +03:00
Masaya, Kato
a5735e4426
ggml : use OpenMP as a thread pool (#7606)
* ggml: Added OpenMP for multi-threads processing

* ggml : Limit the number of threads used to avoid deadlock

* update shared state n_threads in parallel region

* clear numa affinity for main thread even with openmp

* enable openmp by default

* fix msvc build

* disable openmp on macos

* ci : disable openmp with thread sanitizer

* Update ggml.c

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

---------

Co-authored-by: slaren <slarengh@gmail.com>
Co-authored-by: Georgi Gerganov <ggerganov@gmail.com>
2024-06-03 17:14:15 +02:00
Johannes Gäßler
0b832d53ba
make: fix debug options not being applied to NVCC (#7714) 2024-06-03 16:28:58 +02:00
0cc4m
3d7ebf6312
Vulkan Mixture of Experts (MoE) support (#7628)
* Finish Vulkan mul_mat_id implementation

* Add Vulkan sum_rows and div ops

* Fix MUL_MAT_ID matrix matrix shader

* Fix MUL_MAT_ID matrix vector shader dispatch size

* Fix MUL_MAT_ID matrix vector shader and dispatch code

* Update Vulkan CPU offload for MUL_MAT_ID

* Fix crash when using split mode none and setting a main GPU
2024-06-03 10:59:14 +02:00
Andy Tai
a10cda58d3
cmake : add pkg-config spec file for llama.cpp (#7702) 2024-06-03 11:06:24 +03:00
zhangkaihuo
6f28a333c1
llama : MiniCPM support tied embeddings (#7664)
* support lm_head

* remove the code block

---------

Co-authored-by: zhangkaihuo <zhangkaihuo@modelbest.cn>
2024-06-03 10:49:30 +03:00
Georgi Gerganov
549279d804
llama : avoid double token-to-piece cache (#7654)
ggml-ci
2024-06-03 08:34:43 +03:00
woachk
9e405b6e2e
kompute : implement op_getrows_f32 (#6403)
op_getrows_f32 is required since https://github.com/ggerganov/llama.cpp/pull/6122
for the Vulkan w/ Kompute backend to be functional.

As such, implement this op to make this backend functional again.
2024-06-03 08:32:16 +03:00
Dave Airlie
3413ae2193
fix bug introduced in using calloc (#7701)
compilade pointed this out on the previous MR
2024-06-02 17:59:54 -04:00
Georgi Gerganov
1669810d7c
flake.lock: Update (#7686)
Flake lock file updates:

• Updated input 'flake-parts':
    'github:hercules-ci/flake-parts/8dc45382d5206bd292f9c2768b8058a8fd8311d9?narHash=sha256-/GJvTdTpuDjNn84j82cU6bXztE0MSkdnTWClUCRub78%3D' (2024-05-16)
  → 'github:hercules-ci/flake-parts/2a55567fcf15b1b1c7ed712a2c6fadaec7412ea8?narHash=sha256-iKzJcpdXih14qYVcZ9QC9XuZYnPc6T8YImb6dX166kw%3D' (2024-06-01)
• Updated input 'flake-parts/nixpkgs-lib':
    '50eb7ecf4c.tar.gz?narHash=sha256-QBx10%2Bk6JWz6u7VsohfSw8g8hjdBZEf8CFzXH1/1Z94%3D' (2024-05-02)
  → 'eb9ceca17d.tar.gz?narHash=sha256-lIbdfCsf8LMFloheeE6N31%2BBMIeixqyQWbSr2vk79EQ%3D' (2024-06-01)
• Updated input 'nixpkgs':
    'github:NixOS/nixpkgs/bfb7a882678e518398ce9a31a881538679f6f092?narHash=sha256-4zSIhSRRIoEBwjbPm3YiGtbd8HDWzFxJjw5DYSDy1n8%3D' (2024-05-24)
  → 'github:NixOS/nixpkgs/ad57eef4ef0659193044870c731987a6df5cf56b?narHash=sha256-SzDKxseEcHR5KzPXLwsemyTR/kaM9whxeiJohbL04rs%3D' (2024-05-29)

Co-authored-by: github-actions[bot] <github-actions[bot]@users.noreply.github.com>
2024-06-02 14:13:12 -07:00
Austin
7c4e5b7eae
chore : add ignore rule for generated server themes (#7689) 2024-06-02 20:39:08 +03:00
nickp27
9422c5e34b
[SYCL] Update rpc-server.cpp to include SYCL backend (#7682)
* Update rpc-server.cpp to include SYCL backend

Draft PR to address inclusion of SYCL backend for RPC server

* Update rpc-server.cpp
2024-06-02 12:13:54 +03:00
Johannes Gäßler
e141ce624a
Fix FlashAttention debug test, FP32 assert (#7684) 2024-06-01 23:26:10 +02:00
Yazan Agha-Schrader
2e666832e6
server : new UI (#7633)
* ic

* migrate my eary work

* add the belonging stuff: css,favicon etc

* de prompts

* chore: Update HTML meta tags in index.html file

* add api-key css classes

* some necessary fixes

* Add API key CSS classes and update styling in style.css

* clean the code

* move API to the top, rearrange param sliders. update css

* add tooltips to the parameters with comprehensible explanations

* fix FloatField and BoolField tooltips

* fix grammar field width

* use template literales for promptFormats.js

* update const ModelGenerationInfo

* remove ms per token, since not relevant for most webui users and use cases

* add phi-3 prompt template

* add phi3 to dropdown

* add css class

* update forgotten css theme

* add user message suffix

* fix chatml & add llama3 format

* fix llama3 prompt template

* more prompt format fixes

* add more comon stop tokens

* add missing char

* do not separate with new line or comma

* move prompt style

* add hacky llama2 prompt solution, reduce redundancy in promptFormats.js

* fix toggle state localstorage

* add cmd-r prompt et reduce redundancy

* set default prompt to empty

* move files, clean code

* fix css path

* add a button to the new ui

* move new ui to "/public" due to otherwise problematic CORS behaviour

* include new ui in cpp

* fix wrong link to old ui

* renaming to ensure consistency

* fix typos "prompt-format" -> "prompt-formats"

* use correct indent

* add new ui files to makefile

* fix typo
2024-06-01 22:31:48 +03:00
HanishKVC
2ac95c9d56
SimpleChat: Simple histogram/repeatMatching driven garbageTrimming, Settings UI, Streaming mode, OpenAi Compat (Model, Authorization Bearer), Save/Restore session, Auto Settings UI (#7548)
* SimpleChat:DU:BringIn local helper js modules using importmap

Use it to bring in a simple trim garbage at end logic, which is
used to trim received response.

Also given that importmap assumes esm / standard js modules, so
also global variables arent implicitly available outside the
modules. So add it has a member of document for now

* SimpleChat:DU: Add trim garbage at end in loop helper

* SimpleChat:DU:TrimGarbage if unable try skip char and retry

* SimpleChat:DU: Try trim using histogram based info

TODO: May have to add max number of uniq chars in histogram at
end of learning phase.

* SimpleChat:DU: Switch trim garbage hist based to maxUniq simple

Instead of blindly building histogram for specified substring
length, and then checking if any new char within specified min
garbage length limit, NOW exit learn state when specified maxUniq
chars are found. Inturn there should be no new chars with in
the specified min garbage length required limit.

TODO: Need to track char classes like alphabets, numerals and
special/other chars.

* SimpleChat:DU: Bring in maxType to the mix along with maxUniq

Allow for more uniq chars, but then ensure that a given type of
char ie numerals or alphabets or other types dont cross the
specified maxType limit. This allows intermixed text garbage
to be identified and trimmed.

* SimpleChat:DU: Cleanup debug log messages

* SimpleChat:UI: Move html ui base helpers into its own module

* SimpleChat:DU:Avoid setting frequence/Presence penalty

Some models like llama3 found to try to be over intelligent by
repeating garbage still, but by tweaking the garbage a bit so that
it is not exactly same. So avoid setting these penalties and let
the model's default behaviour work out, as is.

Also the simple minded histogram based garbage trimming from end,
works to an extent, when the garbage is more predictable and
repeatative.

* SimpleChat:UI: Add and use a para-create-append helper

Also update the config params dump to indicate that now one needs
to use document to get hold of gMe global object, this is bcas of
moving to module type js.

Also add ui.mjs to importmap

* SimpleChat:UI: Helper to create bool button and use it wrt settings

* SimpleChat:UI: Add Select helper and use it wrt ChatHistoryInCtxt

* SimpleChat:UI:Select: dict-name-value, value wrt default, change

Take a dict/object of name-value pairs instead of just names.
Inturn specify the actual value wrt default, rather than the
string representing that value.

Trap the needed change event rather than click wrt select.

* SimpleChat:UI: Add Div wrapped label+element helpers

Move settings related elements to use the new div wrapped ones.

* SimpleChat:UI:Add settings button and bring in settings ui

* SimpleChat:UI:Settings make boolean button text show meaning

* SimpleChat: Update a bit wrt readme and notes in du

* SimpleChat: GarbageTrim enable/disable, show trimmed part ifany

* SimpleChat: highlight trim, garbage trimming bitmore aggressive

Make it easy for end user to identified the trimmed text.

Make garbage trimming logic, consider a longer repeat garbage
substring.

* SimpleChat: Cleanup a bit wrt Api end point related flow

Consolidate many of the Api end point related basic meta data into
ApiEP class.

Remove the hardcoded ApiEP/Mode settings from html+js, instead use
the generic select helper logic, inturn in the settings block.

Move helper to generate the appropriate request json string based
on ApiEP into SimpleChat class itself.

* SimpleChat:Move extracting assistant response to SimpleChat class

so also the trimming of garbage.

* SimpleChat:DU: Bring in both trim garbage logics to try trim

* SimpleChat: Cleanup readme a bit, add one more chathistory length

* SimpleChat:Stream:Initial handshake skeleton

Parse the got stream responses and try extract the data from it.

It allows for a part read to get a single data line or multiple
data line. Inturn extract the json body and inturn the delta
content/message in it.

* SimpleChat: Move handling oneshot mode server response

Move handling of the oneshot mode server response into SimpleChat.

Also add plumbing for moving multipart server response into same.

* SimpleChat: Move multi part server response handling in

* SimpleChat: Add MultiPart Response handling, common trimming

Add logic to call into multipart/stream server response handling.

Move trimming of garbage at the end into the common handle_response
helper.

Add new global flag to control between oneshot and multipart/stream
mode of fetching response. Allow same to be controlled by user.

If in multipart/stream mode, send the stream flag to the server.

* SimpleChat: show streamed generative text as it becomes available

Now that the extracting of streamed generated text is implemented,
add logic to show the same on the screen.

* SimpleChat:DU: Add NewLines helper class

To work with an array of new lines. Allow adding, appending,
shifting, ...

* SimpleChat:DU: Make NewLines shift more robust and flexible

* SimpleChat:HandleResponseMultiPart using NewLines helper

Make handle_response_multipart logic better and cleaner. Now it
allows for working with the situation, where the delta data line
got from server in stream mode, could be split up when recving,
but still the logic will handle it appropriately.

ALERT: Rather except (for now) for last data line wrt a request's
response.

* SimpleChat: Disable console debug by default by making it dummy

Parallely save a reference to the original func.

* SimpleChat:MultiPart/Stream flow cleanup

Dont try utf8-decode and newlines-add_append if no data to work on.

If there is no more data to get (ie done is set), then let NewLines
instance return line without newline at end, So that we dont miss
out on any last-data-line without newline kind of scenario.

Pass stream flag wrt utf-8 decode, so that if any multi-byte char
is only partly present in the passed buffer, it can be accounted
for along with subsequent buffer. At sametime, bcas of utf-8's
characteristics there shouldnt be any unaccounted bytes at end,
for valid block of utf8 data split across chunks, so not bothering
calling with stream set to false at end. LATER: Look at TextDecoder's
implementation, for any over intelligence, it may be doing..
If needed, one can use done flag to account wrt both cases.

* SimpleChat: Move baseUrl to Me and inturn gMe

This should allow easy updating of the base url at runtime by the
end user.

* SimpleChat:UI: Add input element helper

* SimpleChat: Add support for changing the base url

This ensures that if the user is running the server with a
different port or wants to try connect to server on a different
machine, then this can be used.

* SimpleChat: Move request headers into Me and gMe

Inturn allow Authorization to be sent, if not empty.

* SimpleChat: Rather need to use append to insert headers

* SimpleChat: Allow Authorization header to be set by end user

* SimpleChat:UI+: Return div and element wrt creatediv helpers

use it to set placeholder wrt Authorization header.

Also fix copy-paste oversight.

* SimpleChat: readme wrt authorization, maybe minimal openai testing

* SimpleChat: model request field for openai/equivalent compat

May help testing with openai/equivalent web services, if they
require this field.

* SimpleChat: readme stream-utf-8 trim-english deps, exception2error

* Readme: Add a entry for simplechat in the http server section

* SimpleChat:WIP:Collate internally, Stream mode Trap exceptions

This can help ensure that data fetched till that point, can be
made use of, rather than losing it.

On some platforms, the time taken wrt generating a long response,
may lead to the network connection being broken when it enters
some user-no-interaction related power saving mode.

* SimpleChat:theResp-origMsg: Undo a prev change to fix non trim

When the response handling was moved into SimpleChat, I had changed
a flow bit unnecessarily and carelessly, which resulted in the non
trim flow, missing out on retaining the ai assistant response.

This has been fixed now.

* SimpleChat: Save message internally in handle_response itself

This ensures that throwing the caught exception again for higher
up logic, doesnt lose the response collated till that time.

Go through theResp.assistant in catch block, just to keep simple
consistency wrt backtracing just in case.

Update the readme file.

* SimpleChat:Cleanup: Add spacing wrt shown req-options

* SimpleChat:UI: CreateDiv Divs map to GridX2 class

This allows the settings ui to be cleaner structured.

* SimpleChat: Show Non SettingsUI config field by default

* SimpleChat: Allow for multiline system prompt

Convert SystemPrompt into a textarea with 2 rows. Reduce
user-input-textarea to 2 rows from 3, so that overall
vertical space usage remains same.

Shorten usage messages a bit, cleanup to sync with settings ui.

* SimpleChat: Add basic skeleton for saving and loading chat

Inturn when ever a chat message (system/user/model) is added,
the chat will be saved into browser's localStorage.

* SimpleChat:ODS: Add a prefix to chatid wrt ondiskstorage key

* SimpleChat:ODS:WIP:TMP: Add UI to load previously saved chat

This is a temporary flow

* SimpleChat:ODS:Move restore/load saved chat btn setup to Me

This also allows being able to set the common system prompt
ui element to loaded chat's system prompt.

* SimpleChat:Readme updated wrt save and restore chat session info

* SimpleChat:Show chat session restore button, only if saved session

* SimpleChat: AutoCreate ChatRequestOptions settings to an extent

* SimpleChat: Update main README wrt usage with server
2024-06-02 02:20:18 +10:00
Johannes Gäßler
750f60c03e
CUDA: fix Pascal FA, deq. KV to FP16 for batch > 8 (#7681) 2024-06-01 15:47:04 +02:00
Johannes Gäßler
9b596417af
CUDA: quantized KV support for FA vec (#7527)
* CUDA: quantized KV support for FA vec

* try CI fix

* fix commented-out kernel variants

* add q8_0 q4_0 tests

* fix nwarps > batch size

* split fattn compile via extern templates

* fix flake8

* fix metal tests

* fix cmake

* make generate_cu_files.py executable

* add autogenerated .cu files

* fix AMD

* error if type_v != FP16 and not flash_attn

* remove obsolete code
2024-06-01 08:44:14 +02:00
Georgi Gerganov
a323ec60af
server : update js (#7670) 2024-05-31 22:23:04 +03:00
Galunid
0515ad93f4
convert-hf : Handle NotImplementedError in convert-hf-to-gguf (#7660) 2024-05-31 17:42:33 +02:00
Johannes Gäßler
c8047d538f
scripts: update compare_llama_bench.py [no ci] (#7673) 2024-05-31 16:26:21 +02:00
Daniele
30e238b246
Improve HIP compatibility (#7672) 2024-05-31 16:00:29 +02:00
Georgi Gerganov
16926dff92
readme : link homebrew discussion 2024-05-31 15:04:58 +03:00
Georgi Gerganov
0c27e6f62e
ggml : fix loongson compile warnings (#7537)
* ggml : fix loongson compile warnings

ggml-ci

* Fix loongarch quantize test fail.

Fix unexpected error introduced during rebase code.

* tests : disable json test due to lack of python on the CI node

ggml-ci

---------

Co-authored-by: junchao-loongson <zhaojunchao@loongson.cn>
2024-05-31 14:17:10 +03:00
Galunid
2e32f874e6
Somehow '**' got lost (#7663) 2024-05-31 18:24:41 +10:00
Galunid
1af511fc22
Add convert.py removal to hot topics (#7662) 2024-05-31 10:09:20 +02:00
Sertaç Özercan
0541f06296
[no ci] docs: add aikit to readme (#7650)
Signed-off-by: Sertac Ozercan <sozercan@gmail.com>
2024-05-31 09:57:16 +10:00
JohnnyB
9022c33646
Fixed painfully slow single process builds. (#7326)
* Fixed painfully slow single process builds.

* Added nproc for systems that don't default to nproc
2024-05-30 22:32:38 +02:00
Georgi Gerganov
5921b8f089
llama : cache llama_token_to_piece (#7587)
* llama : cache llama_token_to_piece

ggml-ci

* llama : use vectors and avoid has_cache

ggml-ci

* llama : throw on unknown tokenizer types

ggml-ci

* llama : print a log of the total cache size
2024-05-31 02:01:41 +10:00
Martin Delille
5dcdf94676
Fix conan badge display [no ci] (#7645) 2024-05-31 01:07:39 +10:00
Manuel
2e2340de17
Add brew installation instruction to README [no ci] (#7616) 2024-05-31 00:58:15 +10:00
Martin Delille
7846540bd2
readme : add Conan badge (#7638) 2024-05-30 15:52:50 +03:00
Brian
e6157f94c8
github: add contact links to issues and convert question into research [no ci] (#7612) 2024-05-30 21:55:36 +10:00
Galunid
9c4c9cc83f
Move convert.py to examples/convert-legacy-llama.py (#7430)
* Move convert.py to examples/convert-no-torch.py

* Fix CI, scripts, readme files

* convert-no-torch -> convert-legacy-llama

* Move vocab thing to vocab.py

* Fix convert-no-torch -> convert-legacy-llama

* Fix lost convert.py in ci/run.sh

* Fix imports

* Fix gguf not imported correctly

* Fix flake8 complaints

* Fix check-requirements.sh

* Get rid of ADDED_TOKENS_FILE, FAST_TOKENIZER_FILE

* Review fixes
2024-05-30 21:40:00 +10:00
Chris Elrod
59b0d07766
faster avx512 exp implementation (#7551)
* faster avx512 exp implementation

* x->r

* improve accuracy, handle special cases

* remove `e`
2024-05-30 21:32:55 +10:00
junchao-loongson
d5c05821f3
ggml : fix loongarch build (O2 issue) (#7636) 2024-05-30 12:30:10 +03:00
Johannes Gäßler
972b555ab9
README: explain parallel build [no ci] (#7618) 2024-05-30 09:52:39 +02:00