Commit Graph

3066 Commits

Author SHA1 Message Date
Karthik Kumar Viswanathan
ac32902a87
llama : support WinXP build with MinGW 8.1.0 (#3419) 2024-01-14 10:41:44 +02:00
Kawrakow
147b17ac94
2-bit quantizations (#4897)
* imatrix: load

* imatrix: WIP

* imatrix: Add Q2_K quantization

* imatrix: also guard against Q2_K_S quantization without importance matrix

* imatrix: guard even more against low-bit quantization misuse

---------

Co-authored-by: Iwan Kawrakow <iwan.kawrakow@gmail.com>
2024-01-14 09:45:56 +02:00
Kawrakow
807179ec58
Make Q3_K_S be the same as olf Q3_K_L for Mixtral-8x7B (#4906)
Co-authored-by: Iwan Kawrakow <iwan.kawrakow@gmail.com>
2024-01-14 09:44:30 +02:00
Georgi Gerganov
76484fbfd3
sync : ggml 2024-01-14 00:14:46 +02:00
Johannes Gäßler
c71d608ce7
ggml: cache sin/cos for RoPE (#4908) 2024-01-13 21:41:37 +01:00
Georgi Gerganov
4be5ef556d
metal : remove old API (#4919)
ggml-ci
2024-01-13 20:45:45 +02:00
Georgi Gerganov
0ea069b87b
server : fix prompt caching with system prompt (#4914) 2024-01-13 19:31:26 +02:00
Georgi Gerganov
f172de03f1
llama : fix detokenization of non-special added-tokens (#4916)
Co-authored-by: goerch <jhr.walter@t-online.de>
2024-01-13 18:47:38 +02:00
Georgi Gerganov
2d57de5255
metal : disable log for loaded kernels (#4794) 2024-01-13 18:46:37 +02:00
David Friehs
df845cc982
llama : minimize size used for state save/load (#4820)
* examples : save-load-state: save only required state

* llama : only reserve n_vocab * n_batch at most for logits

llama_decode asserts that only n_batch tokens are passed each call, and
n_ctx is expected to be bigger than n_batch.

* llama : always reserve n_vocab * n_batch for logits

llama_context de-serialization breaks if the contexts have differing
capacity for logits and llama_decode will at maximum resize to
n_vocab * n_batch.

* llama : only save and restore used logits

for batch sizes of 512 this reduces save state in the best case by
around 62 MB, which can be a lot if planning to save on each message
to allow regenerating messages.

* llama : use ostringstream and istringstream for save and load

* llama : serialize rng into minimum amount of space required

* llama : break session version due to serialization changes
2024-01-13 18:29:43 +02:00
Someone
6b48ed0893
workflows: unbreak nix-build-aarch64, and split it out (#4915)
The fix should be just the `sudo apt-get update`
2024-01-13 16:29:16 +00:00
Yann Follet
722d33f34e
main : add parameter --no-display-prompt (#4541)
* add the parameter : --no-display-prompt , combine with --log-disable it will display only the generated tokens

* remove empty line

---------

Co-authored-by: Georgi Gerganov <ggerganov@gmail.com>
2024-01-13 18:09:08 +02:00
texmex76
c30b1ef39a
gguf : fix potential infinite for-loop (#4600)
Co-authored-by: Bernhard Gstrein <gstrein@informatik.uni-freiburg.de>
2024-01-13 18:06:20 +02:00
Georgi Gerganov
b38b5e93ae
metal : refactor kernel loading code (#4794)
* metal : detect more GPU families

* metal : refactor kernel loading

* metal : set kernel family requirements

* metal : fix kernel init + fix compile options

* metal : take into account simdgroup reduction support

* metal : print only skipped kernels

* metal : fix check for simdgroup reduction support

* metal : check for Metal 3

* metal : free allocations

* metal : normalize encoder:setComputePipelineStatus calls

ggml-ci

* metal : fix Metal3 family check

ggml-ci

* metal : check for simdgroup matrix mul. feature

ggml-ci
2024-01-13 18:03:45 +02:00
Johannes Gäßler
7dc78764e2
compare-llama-bench: tweak output format (#4910) 2024-01-13 15:52:53 +01:00
Ziad Ben Hadj-Alouane
356327feb3
server : fix deadlock that occurs in multi-prompt scenarios (#4905)
* * fix deadlock

* * dont ruint all whitespace
2024-01-13 16:20:46 +02:00
makomk
ee8243adaa
server : fix crash with multimodal models without BOS token (#4904) 2024-01-13 16:16:11 +02:00
Georgi Gerganov
15ebe59210
convert : update phi-2 to latest HF repo (#4903)
* convert : update phi-2 to latest HF repo

ggml-ci

* py : try to fix flake stuff
2024-01-13 13:44:37 +02:00
Georgi Gerganov
de473f5f8e
sync : ggml 2024-01-12 22:02:43 +02:00
Georgi Gerganov
f238461236
ggml : fix 32-bit ARM compat for IQ2_XS (whisper/1758)
* ggml : fix 32-bit ARM compat

* ggml : fix fix

* ggml : fix fix fix
2024-01-12 22:02:11 +02:00
slaren
fa5c1fb44a
backend_sched : fix assignments
ggml-ci
2024-01-12 22:02:11 +02:00
Maximilian Winter
52ee4540c0
examples : add pydantic models to GBNF grammar generator (#4883)
* Create pydantic-models-to-grammar.py

* Added some comments for usage

* Refactored Grammar Generator

Added example and usage instruction.

* Update pydantic_models_to_grammar.py

* Update pydantic-models-to-grammar-examples.py

* Renamed module and imported it.

* Update pydantic-models-to-grammar.py

* Renamed file and fixed grammar generator issue.
2024-01-12 21:46:45 +02:00
Johannes Gäßler
3fe81781e3
CUDA: faster q8_0 -> f16 dequantization (#4895) 2024-01-12 20:38:54 +01:00
slaren
e7e4df031b
llama : ggml-backend integration (#4766)
* llama : ggml-backend integration

* ggml-backend : add names to buffers

* fix unmap after loading

* batched-bench : add tensor_split param

* llama : check for null tensor_split

* ggml-backend : increase GGML_MAX_BACKENDS

* improve graph splitting, partial fix for --no-kv-offload

* cuda : add ggml-backend split buffer support

* cuda : do not create buffer types for devices that don't exist (fixes usage without CUDA devices available)

* ggml : fix null backend dereference (#4807)

* ggml : fix null backend dereference

* ggml : also check ggml_backend_is_cpu

* test-backend-ops : check buffer allocation failures

* llama : add cparam (split_mode) and command line argument (--split-mode, -sm) to configure the split mode (none, layer or row)

* ggml : fix mul_mat_id work size

* llama : rewrite session kv load/set without graphs

* minor

* llama : only initialize used backends, free backends on context free

* llama : abort ctx if cuda backend init fails

* llama : rewrite lora with ggml-backend and compute on CPU

ggml-ci

* llama : only map to a backend buffer the region of the file mapping containing the tensors used in the buffer

* opencl : add ggml-backend buffer type

* cuda : only use batched_cublas with batched mat muls (fixes fp16 tg perf)

* llama : on Metal, by default offload the full model

ggml-ci

* metal : page align the data ptr (#4854)

* Apply suggestions from code review

Co-authored-by: Johannes Gäßler <johannesg@5d6.de>

* cuda : fix split buffer free

* address review comments

* llama-bench : add split-mode parameter

* fix whitespace

* opencl : fix double initialization

* server : add --split-mode parameter

* use async copy and compute to improve multi-gpu performance

ggml-ci

* use async memcpys to copy the graph outputs to the CPU

* fix opencl

* use a host buffer for the cpu compute buffer for faster copies to the gpu

---------

Co-authored-by: Georgi Gerganov <ggerganov@gmail.com>
Co-authored-by: Johannes Gäßler <johannesg@5d6.de>
2024-01-12 20:07:38 +01:00
Georgi Gerganov
584d674be6
llama : remove redundant assert for StableLM (#4901) 2024-01-12 20:54:12 +02:00
Daniel Bevenius
930f907d3e
export-lora : use LLAMA_FILE_MAGIC_GGLA (#4894)
This commit replaces the magic number used in export-lora.cpp with
the one defined in llama.h, which is indirectly included via common.h.

Signed-off-by: Daniel Bevenius <daniel.bevenius@gmail.com>
2024-01-12 19:54:53 +02:00
Zay
e790eef21c
llama.swiftui : update models layout (#4826)
* Updated Models Layout

- Added a models drawer
- Added downloading directly from Hugging Face
- Load custom models from local folder
- Delete models by swiping left

* trimmed trailing white space

* Updated Models Layout
2024-01-12 14:48:00 +02:00
Georgi Gerganov
5537d9d36b
gitignore : imatrix 2024-01-12 14:33:21 +02:00
Johannes Gäßler
1b280c9fff
CUDA: fix softmax compile for old CUDA versions (#4862) 2024-01-12 12:30:41 +01:00
Georgi Gerganov
3cabe80630
llama : fix typo "imp_embd" -> "inp_embd" 2024-01-12 13:11:15 +02:00
howlger
4315a94366
common : streamline the formatting of help (#4890)
* common : streamline the formatting of help

- Separate alternative parameters by a comma

- Do not indent `--version` differently

* Update common/common.cpp

---------

Co-authored-by: Georgi Gerganov <ggerganov@gmail.com>
2024-01-12 13:05:32 +02:00
Georgi Gerganov
2d00741e12
py : fix lint (#4889) 2024-01-12 13:03:38 +02:00
Georgi Gerganov
f445c0e68c
llama : fix llm_build_k_shift to use correct n_rot (#4889)
* llama : fix llm_build_k_shift to use correct n_rot

ggml-ci

* llama : always use hparams.n_rot for ggml_rope_custom

ggml-ci

* convert : fix persimmon conversion to write correct n_rot
2024-01-12 13:01:56 +02:00
Kawrakow
326b418b59
Importance Matrix calculation (#4861)
* imatrix: 1st version

* imatrix: WIP

* Cleanup

* Update examples/imatrix/imatrix.cpp

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

---------

Co-authored-by: Iwan Kawrakow <iwan.kawrakow@gmail.com>
Co-authored-by: Georgi Gerganov <ggerganov@gmail.com>
2024-01-12 06:59:57 +01:00
Georgi Gerganov
1d118386fe
server : fix infill when prompt is empty (#4833) 2024-01-11 23:23:49 +02:00
Georgi Gerganov
7edefbd79c
main : better name for variable n_print (#4874) 2024-01-11 22:46:26 +02:00
Georgi Gerganov
3ca63b4538
main : disable token count by default (#4874) 2024-01-11 22:43:05 +02:00
Georgi Gerganov
b037787548
swift : track ggml release branch (#4867) 2024-01-11 21:58:28 +02:00
Kawrakow
469e75d0a3
llama : restore intended k-quants mixes for MoE models (#4872)
* Restore intended k-quants quantization mixes for MoE models

* Update Q2_K_S values in the quantize tool

Still using LLaMA-v1 PPL values in the quant description
today does not make much sense. But let's leave this update
for another PR.

---------

Co-authored-by: Iwan Kawrakow <iwan.kawrakow@gmail.com>
Co-authored-by: Georgi Gerganov <ggerganov@gmail.com>
2024-01-11 21:43:15 +02:00
Kawrakow
49662cbed3
ggml : SOTA 2-bit quants (add IQ2_XS) (#4856)
* iq2_xs: basics

* iq2_xs: this should have been in the basics

* iq2_xs: CUDA and scalar CPU works

* iq2_xs: WIP Metal

* iq2_xs: Metal now works

* iq2_xs: working, but dog slow, ARM_NEON dot product

* iq2_xs: better ARM_NEON dot product

We are now at 19.5 t/s for TG-128 and 61 t/s for PP-512 when
running on the CPU.

* iq2_xs: AVX2 dot product - 19.5 t/s

* iq2_xs: faster AVX2 dit product

21.4 t/s for TG-128, 59.2 t/s for PP-512.
The latter is 2x compared to the previous version.

* iq2_xs: had forgotten to delete iq2-data.h

* Add llama enum for IQ2_XS

---------

Co-authored-by: Iwan Kawrakow <iwan.kawrakow@gmail.com>
2024-01-11 21:39:39 +02:00
Georgi Gerganov
3ba5b8ca8e
swift : pin ggml commit + remove ggml.h from spm-headers (#4878)
ggml-ci
2024-01-11 21:31:31 +02:00
Laura
4330bd83fe
server : implement credentialed CORS (#4514)
* Implement credentialed CORS according to MDN

* Fix syntax error

* Move validate_api_key up so it is defined before its first usage
2024-01-11 20:02:48 +02:00
Michael Coppola
27379455c3
server : support for multiple api keys (#4864)
* server: added support for multiple api keys, added loading api keys from file

* minor: fix whitespace

* added file error handling to --api-key-file, changed code to better
reflect current style

* server: update README.md for --api-key-file

---------

Co-authored-by: Michael Coppola <info@michaeljcoppola.com>
2024-01-11 19:51:17 +02:00
Behnam M
eab6795006
server : add LOG_INFO when model is successfully loaded (#4881)
* added /health endpoint to the server

* added comments on the additional /health endpoint

* Better handling of server state

When the model is being loaded, the server state is `LOADING_MODEL`. If model-loading fails, the server state becomes `ERROR`, otherwise it becomes `READY`. The `/health` endpoint provides more granular messages now according to the server_state value.

* initialized server_state

* fixed a typo

* starting http server before initializing the model

* Update server.cpp

* Update server.cpp

* fixes

* fixes

* fixes

* made ServerState atomic and turned two-line spaces into one-line

* updated `server` readme to document the `/health` endpoint too

* used LOG_INFO after successful model loading
2024-01-11 19:41:39 +02:00
Someone
d8d90aa343
ci: nix-flake-update: new token with pr permissions (#4879)
* ci: nix-flake-update: new token with pr permissions

---------

Co-authored-by: Georgi Gerganov <ggerganov@gmail.com>
2024-01-11 17:22:34 +00:00
pudepiedj
43f76bf1c3
main : print total token count and tokens consumed so far (#4874)
* Token count changes

* Add show token count

* Updating before PR

* Two requested changes

* Move param def posn
2024-01-11 18:14:52 +02:00
Isaac McFadyen
2f043328e3
server : fix typo in model name (#4876) 2024-01-11 16:33:26 +02:00
Paul Tsochantaris
2a7c94db5f
metal : put encoder debug group behind a define (#4873) 2024-01-11 16:31:52 +02:00
Georgi Gerganov
64802ec00d
sync : ggml 2024-01-11 09:39:08 +02:00
Georgi Gerganov
3267c2abc7
metal : fix deprecation warning (ggml/690) 2024-01-11 09:39:05 +02:00