Commit Graph

2648 Commits

Author SHA1 Message Date
Georgi Gerganov
96633eeca1
gemma : use more bits for the token_embd.weight tensor (#5650)
* gemma : use Q8_0 for the token_embd.weight tensor

* llama : quantize token_embd.weight using output type
2024-02-22 23:23:46 +02:00
Georgi Gerganov
847eedbdb2
py : add Gemma conversion from HF models (#5647)
* py : add gemma conversion from HF models

* Update convert-hf-to-gguf.py

Co-authored-by: Aarni Koskela <akx@iki.fi>

* Update convert-hf-to-gguf.py

Co-authored-by: Aarni Koskela <akx@iki.fi>

* Update convert-hf-to-gguf.py

Co-authored-by: Jared Van Bortel <jared@nomic.ai>

---------

Co-authored-by: Aarni Koskela <akx@iki.fi>
Co-authored-by: Jared Van Bortel <jared@nomic.ai>
2024-02-22 23:22:48 +02:00
Georgi Gerganov
7e4f339c40
ggml : always define ggml_fp16_t as uint16_t (#5666)
* ggml : always define ggml_fp16_t as uint16_t

ggml-ci

* ggml : cont

ggml-ci

* ggml : cont

* ggml : cont

ggml-ci

* ggml : cont

ggml-ci

* cuda : no longer ggml headers last

ggml-ci

* ggml : fix q6_K FP16 -> FP32 conversion

ggml-ci

* ggml : more FP16 -> FP32 conversion fixes

ggml-ci
2024-02-22 23:21:39 +02:00
Georgi Gerganov
334f76fa38
sync : ggml 2024-02-22 23:21:05 +02:00
Georgi Gerganov
efd56b1c21
ggml : 32-bit arm compat (whisper/1891)
* ggml : 32-bit arm compat

* ggml : add ggml_vqtbl1q_s8 impl

* ggml : cont
2024-02-22 23:20:50 +02:00
Someone
201294ae17
nix: init singularity and docker images (#5056)
Exposes a few attributes demonstrating how to build [singularity](https://docs.sylabs.io/guides/latest/user-guide/)/[apptainer](https://apptainer.org/) and Docker images re-using llama.cpp's Nix expression.

Built locally on `x86_64-linux` with `nix build github:someoneserge/llama.cpp/feat/nix/images#llamaPackages.{docker,docker-min,sif,llama-cpp}` and it's fast and effective.
2024-02-22 11:44:10 -08:00
Georgi Gerganov
5a9e2f60ba
py : minor fixes (#5668) 2024-02-22 20:13:25 +02:00
Xuan Son Nguyen
373ee3fbba
Add Gemma chat template (#5665)
* add gemma chat template

* gemma: only apply system_prompt on non-model message
2024-02-22 19:10:21 +01:00
Someone
4cb4d8b22d
workflows: nix: hardcode cachix ids, build unconditionally (#5663)
GitHub does not expose environment and repository variables to PRs coming from forks implies that we've been disabling the Nix CI actions for most PRs. 

The `if:` also didn't make much sense, because we can always pull from cachix, and there's no point (albeit no risk either) in pushing cache for the untrusted code.
2024-02-22 08:32:09 -08:00
Georgi Gerganov
3a03541ced
minor : fix trailing whitespace (#5638) 2024-02-22 13:54:03 +02:00
Georgi Gerganov
56d03d92be
readme : update hot topics 2024-02-22 10:35:54 +02:00
Xuan Son Nguyen
a46f50747b
server : fallback to chatml, add AlphaMonarch chat template (#5628)
* server: fallback to chatml

* add new chat template

* server: add AlphaMonarch to test chat template

* server: only check model template if there is no custom tmpl

* remove TODO
2024-02-22 10:33:24 +02:00
Alexey Parfenov
c5688c6250
server : clarify some params in the docs (#5640) 2024-02-22 10:27:32 +02:00
Dat Quoc Nguyen
4ef245a92a
mpt : add optional bias tensors (#5638)
Update for MPT with optional bias parameters: to work with PhoGPT and SEA-LION models that were pre-trained with 'bias'.
2024-02-22 10:15:13 +02:00
slaren
973053d8b0
llama : fix loading models with shared tok_embd and output (#5651)
ggml-ci
2024-02-22 00:42:09 +01:00
Xuan Son Nguyen
7c8bcc11dc
Add docs for llama_chat_apply_template (#5645)
* add docs for llama_chat_apply_template

* fix typo
2024-02-22 00:31:00 +01:00
slaren
7fe4678b02
llama : fix session save/load with quantized KV (#5649) 2024-02-21 22:52:39 +01:00
slaren
ba2135ccae
gemma : allow offloading the output tensor (#5646) 2024-02-21 22:18:23 +01:00
Jared Van Bortel
89febfed93
examples : do not assume BOS when shifting context (#5622) 2024-02-21 10:33:54 -05:00
Georgi Gerganov
5022cf242d
sync : ggml 2024-02-21 16:52:52 +02:00
Pierrick Hymbert
1ecea255eb
server: health: fix race condition on slots data using tasks queue (#5634)
* server: health: fix race condition on slots data using tasks queue

* server: health:
    * include_slots only if slots_endpoint
    * fix compile warning task.target_id not initialized.
2024-02-21 15:47:48 +01:00
Ettore Di Giacinto
a00a35cef9
readme : add LocalAI to the availables UI (#5629) 2024-02-21 16:39:10 +02:00
Georgi Gerganov
eccd7a26dd
sync : ggml (#5633)
* ggml : fix conv_2d batch mode (ggml/737)

Co-authored-by: bssrdf <bssrdf@gmail.com>

* ggml : compute forward no longer pass src tensors (ggml/729)

* sync : ggml

ggml-ci

---------

Co-authored-by: bssrdf <merlintiger@hotmail.com>
Co-authored-by: bssrdf <bssrdf@gmail.com>
2024-02-21 16:17:10 +02:00
Georgi Gerganov
c14f72db9c
readme : update hot topics 2024-02-21 15:39:54 +02:00
Daniel Bevenius
cc6cac08e3
llava : add --skip-unknown to 1.6 convert.py (#5632)
This commit adds the `--skip-unknown` option to the convert.py script
and removes the saving of the updated checkpoints to avoid updating
possibly checked out files.

The motivation for this change is that this was done for 1.5
in Commit fc0c8d286a ("llava :
update surgery script to not remove tensors") and makes the examples
more consistent.

Signed-off-by: Daniel Bevenius <daniel.bevenius@gmail.com>
2024-02-21 15:36:57 +02:00
postmasters
580111d42b
llama : add gemma model (#5631)
There are couple things in this architecture:

1. Shared input and output embedding parameters.
2. Key length and value length are not derived from `n_embd`.

More information about the models can be found at
https://ai.google.dev/gemma. GGUFs can be downloaded from
https://huggingface.co/google.
2024-02-21 15:08:22 +02:00
Meng, Hengyu
88c46cbdac
[SYCL] conext add name (#5624)
* [SYCL] conext add name

* name should start with SYCL*
2024-02-21 17:52:06 +08:00
Kawrakow
a14679cc30
IQ4_NL: 4-bit non-linear quants with blocks of 32 (#5590)
* iq4_nl: squash commits for easier rebase

* Basics (quantize, dequantize)
* CUDA dequantize and dot product
* Slightly faster CUDA dot product (120 t/s)
* Switch to 6-bit scales
* Scalar dot product
* AVX2 dot product
* ARM_NEON dot product
* Works on metal, but still slow
* Slightly better Metal dot product
* Another small Metal improvement
* Metal dot product is getting there
* Faster CUDA dot product
* Add 1/8 ffn_down layers as Q5_K when no imatrix has been provided
* Report the actual bpw
* Add _xs mix that is 4.05 bpw for non-MoE models
* Remove IQ4_XS for now, slightly adjust kvalues_iq4nl
* AVX2 dot product uses Q8_0 instead of Q8_K
* Add to test-backend-ops
* Minor fix
* Also use use Q5_K for attn_output in MoE models
* Fixes after merging latest master
* Switching to blocks of 32
* AVX2 for blocks of 32
* Scaler dot product for blocks of 32
* ARM_NEON dot product for blocks of 32
* Metal kernels for blocks of 32
* Slightly faster Metal kernels

* iq4_nl: Fix after merging with master

* iq4_nl: another fix after merging with master

* Use IQ4_NL instead of Q4_K when using k-quants is not possible

* Fix typo that makes several tests fail

* It was the ggml_vdotq thing missed inside the brackets

---------

Co-authored-by: Iwan Kawrakow <iwan.kawrakow@gmail.com>
2024-02-21 11:39:52 +02:00
CJ Pais
6560bed3f0
server : support llava 1.6 (#5553)
* server: init working 1.6

* move clip_image to header

* remove commented code

* remove c++ style from header

* remove todo

* expose llava_image_embed_make_with_clip_img

* fix zig build
2024-02-20 21:07:22 +02:00
slaren
06bf2cf8c4
make : fix debug build with CUDA (#5616) 2024-02-20 20:06:17 +01:00
Daniel Bevenius
4ed8e4fbef
llava : add explicit instructions for llava-1.6 (#5611)
This commit contains a suggestion for the README.md in the llava
example. The suggestion adds explicit instructions for how to convert
a llava-1.6 model and run it using llava-cli.

The motivation for this is that having explicit instructions similar to
the 1.5 instructions will make it easier for users to try this out.

Signed-off-by: Daniel Bevenius <daniel.bevenius@gmail.com>
2024-02-20 19:30:27 +02:00
Xuan Son Nguyen
9c405c9f9a
Server: use llama_chat_apply_template (#5593)
* server: use llama_chat_apply_template

* server: remove trailing space

* server: fix format_chat

* server: fix help message

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

* server: fix formatted_chat

---------

Co-authored-by: Georgi Gerganov <ggerganov@gmail.com>
2024-02-20 15:58:27 +01:00
Dane Madsen
5207b3fbc5
readme : update UI list (#5605)
* Add maid to ui list

* Specify licence
2024-02-20 12:00:23 +02:00
Haoxiang Fei
8dbbd75754
metal : add build system support for embedded metal library (#5604)
* add build support for embedded metal library

* Update Makefile

---------

Co-authored-by: Haoxiang Fei <feihaoxiang@idea.edu.cn>
Co-authored-by: Georgi Gerganov <ggerganov@gmail.com>
2024-02-20 11:58:36 +02:00
Pierrick Hymbert
c0a8c6db37
server : health endpoint configurable failure on no slot (#5594) 2024-02-20 09:48:19 +02:00
AidanBeltonS
b9111bd209
Update ggml_sycl_op_mul_mat_vec_q (#5502)
* Update ggml_sycl_op_mul_mat_vec_q

* Apply suggestions from code review

Co-authored-by: Abhilash Majumder <30946547+abhilash1910@users.noreply.github.com>

* revert suggestion on macro

* fix bug

* Add quant type GGML_TYPE_IQ1_S to unsupported

* fix format

---------

Co-authored-by: Abhilash Majumder <30946547+abhilash1910@users.noreply.github.com>
2024-02-20 12:31:25 +05:30
Mathijs de Bruin
633782b8d9 nix: now that we can do so, allow MacOS to build Vulkan binaries
Author:    Philip Taron <philip.taron@gmail.com>
Date:      Tue Feb 13 20:28:02 2024 +0000
2024-02-19 14:49:49 -08:00
0cc4m
22f83f0c38 Enable Vulkan MacOS CI 2024-02-19 14:49:49 -08:00
0cc4m
bb9dcd560a Refactor validation and enumeration platform checks into functions to clean up ggml_vk_instance_init() 2024-02-19 14:49:49 -08:00
0cc4m
f50db6ae0b Add check for VK_KHR_portability_enumeration for MoltenVK support 2024-02-19 14:49:49 -08:00
Mathijs de Bruin
d8c054517d Add preprocessor checks for Apple devices.
Based on work by @rbourgeat in https://github.com/ggerganov/llama.cpp/pull/5322/files
2024-02-19 14:49:49 -08:00
Mathijs de Bruin
42f664a382 Resolve ErrorIncompatibleDriver with Vulkan on MacOS.
Refs:
- https://chat.openai.com/share/7020ce72-65fc-45ec-b7be-9d9d798a5f3f
- https://github.com/SaschaWillems/Vulkan/issues/954
- https://github.com/haasn/libplacebo/issues/128
- https://github.com/KhronosGroup/Vulkan-Samples/issues/476
2024-02-19 14:49:49 -08:00
Mathijs de Bruin
5dde540897 Allow for Vulkan build with Accelerate.
Closes #5304
2024-02-19 14:49:49 -08:00
slaren
40c3a6c1e1
cuda : ignore peer access already enabled errors (#5597)
* cuda : ignore peer access already enabled errors

* fix hip
2024-02-19 23:40:26 +01:00
Jared Van Bortel
f24ed14ee0
make : pass CPPFLAGS directly to nvcc, not via -Xcompiler (#5598) 2024-02-19 15:54:12 -05:00
nopperl
9d679f0fcc
examples : support minItems/maxItems in JSON grammar converter (#5039)
* support minLength and maxLength in JSON schema grammar converter

* Update examples/json-schema-to-grammar.py

---------

Co-authored-by: Georgi Gerganov <ggerganov@gmail.com>
2024-02-19 16:14:07 +02:00
Georgi Gerganov
1387cf60f7
llava : remove extra cont (#5587) 2024-02-19 15:23:17 +02:00
slaren
6fd413791a llava : replace ggml_cpy with ggml_cont 2024-02-19 15:09:43 +02:00
Georgi Gerganov
337c9cbd52 sync : ggml
ggml-ci
2024-02-19 15:09:43 +02:00
Georgi Gerganov
a3145bdc30 ggml-alloc : apply ggml/731 2024-02-19 15:09:43 +02:00