Commit graph

1690 commits

Author SHA1 Message Date
Georgi Gerganov ba66175132
sync : ggml (fix im2col) (#4591)
* cuda : fix im2col_f32_f16 (ggml/#658)

ggml-ci

* ggml-alloc : fix ggml_tallocr_is_own

---------

Co-authored-by: leejet <leejet714@gmail.com>
2023-12-22 17:53:43 +02:00
FantasyGmm a55876955b
cuda : fix jetson compile error (#4560)
* fix old jetson compile error

* Update Makefile

* update jetson detect and cuda version detect

* update cuda marco define

* update makefile and cuda,fix some issue

* Update README.md

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

* Update Makefile

* Update README.md

---------

Co-authored-by: Georgi Gerganov <ggerganov@gmail.com>
2023-12-22 17:11:12 +02:00
Henrik Forstén 6724ef1657
Fix CudaMemcpy direction (#4599) 2023-12-22 14:34:05 +01:00
slaren 48b7ff193e
llama : fix platforms without mmap (#4578)
* llama : fix platforms without mmap

* win32 : limit prefetch size to the file size

* fix win32 error clobber, unnecessary std::string in std::runtime_error
2023-12-22 13:12:53 +02:00
Herman Semenov 48b24b170e
ggml : add comment about backward GGML_OP_DIAG_MASK_INF (#4203) 2023-12-22 11:26:49 +02:00
Michael Kesper 28cb35a0ec
make : add LLAMA_HIP_UMA option (#4587)
NB: LLAMA_HIP_UMA=1 (or any value) adds MK_CPPFLAG -DGGML_HIP_UMA
2023-12-22 10:03:25 +02:00
rhuddleston f31b984898
ci : tag docker image with build number (#4584) 2023-12-22 08:56:34 +02:00
Deins 2bb98279c5
readme : add zig bindings (#4581) 2023-12-22 08:49:54 +02:00
bobqianic 0137ef88ea
ggml : extend enum ggml_log_level with GGML_LOG_LEVEL_DEBUG (#4579) 2023-12-22 08:47:01 +02:00
crasm c7e9701f86
llama : add ability to cancel model loading (#4462)
* llama : Add ability to cancel model load

Updated llama_progress_callback so that if it returns false, the model
loading is aborted.

* llama : Add test for model load cancellation

* Fix bool return in llama_model_load, remove std::ignore use

* Update llama.cpp

Co-authored-by: Jared Van Bortel <cebtenzzre@gmail.com>

* Fail test if model file is missing

* Revert "Fail test if model file is missing"

This reverts commit 32ebd525bf.

* Add test-model-load-cancel to Makefile

* Revert "Revert "Fail test if model file is missing""

This reverts commit 2796953257.

* Simplify .gitignore for tests, clang-tidy fixes

* Label all ctest tests

* ci : ctest uses -L main

* Attempt at writing ctest_with_model

* ci : get ci/run.sh working with test-model-load-cancel

* ci : restrict .github/workflows/build.yml ctest to -L main

* update requirements.txt

* Disable test-model-load-cancel in make

* Remove venv before creation

* Restructure requirements.txt

Top-level now imports the specific additional requirements for each
python file. Using `pip install -r requirements.txt` will fail if
versions become mismatched in the per-file requirements.

* Make per-python-script requirements work alone

This doesn't break the main requirements.txt.

* Add comment

* Add convert-persimmon-to-gguf.py to new requirements.txt scheme

* Add check-requirements.sh script and GitHub workflow

* Remove shellcheck installation step from workflow

* Add nocleanup special arg

* Fix merge

see: https://github.com/ggerganov/llama.cpp/pull/4462#discussion_r1434593573

* reset to upstream/master

* Redo changes for cancelling model load

---------

Co-authored-by: Georgi Gerganov <ggerganov@gmail.com>
Co-authored-by: Jared Van Bortel <cebtenzzre@gmail.com>
2023-12-22 08:19:36 +02:00
Georgi Gerganov afefa319f1
ggml : change ggml_scale to take a float instead of tensor (#4573)
* ggml : change ggml_scale to take a float instead of tensor

* ggml : fix CPU implementation

* tests : fix test-grad0

ggml-ci
2023-12-21 23:20:49 +02:00
Georgi Gerganov 769a7bc85e
gguf-py : fix broken link 2023-12-21 23:20:36 +02:00
Georgi Gerganov 32259b2dad
gguf : simplify example dependencies 2023-12-21 23:08:14 +02:00
Samuel Maynard 4a5f9d629e
ci : add jlumbroso/free-disk-space to docker workflow (#4150)
* [github][workflows][docker]: removes hardcoded `ggerganov` from `ghcr` repo

* [github][workflows][docker]: adds `jlumbroso/free-disk-space`
2023-12-21 22:36:26 +02:00
slaren d232aca5a7
llama : initial ggml-backend integration (#4520)
* llama : initial ggml-backend integration

* add ggml-metal

* cuda backend can be used though ggml-backend with LLAMA_GGML_BACKEND_CUDA_TEST
access all tensor data with ggml_backend_tensor_get/set

* add ggml_backend_buffer_clear
zero-init KV cache buffer

* add ggml_backend_buffer_is_hos, used to avoid copies if possible when accesing tensor data

* disable gpu backends with ngl 0

* more accurate mlock

* unmap offloaded part of the model

* use posix_fadvise64(.., POSIX_FADV_SEQUENTIAL) to improve performance with mmap

* update quantize and lora

* update session copy/set to use ggml-backend

ggml-ci

* use posix_fadvise instead of posix_fadvise64

* ggml_backend_alloc_ctx_tensors_from_buft : remove old print

* llama_mmap::align_offset : use pointers instead of references for out parameters

* restore progress_callback behavior

* move final progress_callback call to load_all_data

* cuda : fix fprintf format string (minor)

* do not offload scales

* llama_mmap : avoid unmapping the same fragments again in the destructor

* remove unnecessary unmap

* metal : add default log function that prints to stderr, cleanup code

ggml-ci

---------

Co-authored-by: Georgi Gerganov <ggerganov@gmail.com>
2023-12-21 21:07:46 +01:00
Marcus Dunn 31f27758fa
llama : allow getting n_batch from llama_context in c api (#4540)
* allowed getting n_batch from llama_context in c api

* changed to use `uint32_t` instead of `int`

* changed to use `uint32_t` instead of `int` in `llama_n_ctx`

* Update llama.h

---------

Co-authored-by: Georgi Gerganov <ggerganov@gmail.com>
2023-12-21 21:57:48 +02:00
Finn Voorhees 56fa50819f
metal : fix ggml_metal_log vargs (#4373) 2023-12-21 21:55:02 +02:00
Erik Garrison 0f630fbc92
cuda : ROCm AMD Unified Memory Architecture (UMA) handling (#4449)
* AMD ROCm: handle UMA memory VRAM expansions

This resolves #2797 by allowing ROCm AMD GPU users with a UMA to
dynamically expand the VRAM allocated to the GPU.

Without this, AMD ROCm users with shared CPU/GPU memory usually are
stuck with the BIOS-set (or fixed) framebuffer VRAM, making it
impossible to load more than 1-2 layers.

Note that the model is duplicated in RAM because it's loaded once for
the CPU and then copied into a second set of allocations that are
managed by the HIP UMA system. We can fix this later.

* clarify build process for ROCm on linux with cmake

* avoid using deprecated ROCm hipMallocHost

* keep simplifying the change required for UMA

* cmake: enable UMA-compatible allocation when LLAMA_HIP_UMA=ON
2023-12-21 21:45:32 +02:00
arlo-phoenix 562cf222b5
ggml-cuda: Fix HIP build by adding define for __trap (#4569)
Regression of 1398823922
HIP doesn't have trap, only abort
2023-12-21 20:13:25 +01:00
Jared Van Bortel 8fe03ffdda
common : remove incorrect --model-draft default (#4568) 2023-12-21 19:55:34 +02:00
Johannes Gäßler 9154494808
CUDA: mul_mat_id always on GPU for batches >= 32 (#4553) 2023-12-21 18:42:59 +01:00
Georgi Gerganov c083718c89
readme : update coding guidelines 2023-12-21 19:27:14 +02:00
howlger 880e352277
py : open merges file as 'utf-8' (#4566)
Otherwise, on Windows converting bling-phi-2-v0 (<https://huggingface.co/llmware/bling-phi-2-v0>) via convert-hf-to-gguf.py will fail with the following error:

```
Traceback (most recent call last):
  File "C:\Users\User\git\gguf\convert-hf-to-gguf.py", line 1061, in <module>
    model_instance.set_vocab()
  File "C:\Users\User\git\gguf\convert-hf-to-gguf.py", line 52, in set_vocab
    self._set_vocab_gpt2()
  File "C:\Users\User\git\gguf\convert-hf-to-gguf.py", line 264, in _set_vocab_gpt2
    special_vocab = gguf.SpecialVocab(dir_model, load_merges=True)
  File "C:\Users\User\git\gguf\gguf\vocab.py", line 33, in __init__
    self._load(Path(path))
  File "C:\Users\User\git\gguf\gguf\vocab.py", line 81, in _load
    self._try_load_merges_txt(path)
  File "C:\Users\User\git\gguf\gguf\vocab.py", line 95, in _try_load_merges_txt
    for line in fp:
  File "C:\Users\User\miniconda3\envs\gguf\lib\encodings\cp1252.py", line 23, in decode
    return codecs.charmap_decode(input,self.errors,decoding_table)[0]
UnicodeDecodeError: 'charmap' codec can't decode byte 0x81 in position 1415: character maps to <undefined>
```
2023-12-21 19:07:34 +02:00
bobqianic 66f35a2f48
cuda : better error message for ggml_get_rows (#4561)
* Update ggml-cuda.cu

* Update ggml-cuda.cu

* Update ggml-cuda.cu

---------

Co-authored-by: Georgi Gerganov <ggerganov@gmail.com>
2023-12-21 19:06:44 +02:00
slaren 1398823922
cuda : replace asserts in wrong architecture checks with __trap (#4556)
* cuda : replace asserts in wrong architecture checks with __trap

* make bad_arch noreturn, remove returns
2023-12-21 18:02:30 +01:00
Johannes Gäßler d3223afdad
llama : disable per-tensor info prints on model load (#4562) 2023-12-21 18:34:17 +02:00
LoganDark 1d7a1912ce
Fix access violation in ggml_cuda_free_data if tensor->extra is NULL (#4554) 2023-12-21 10:59:27 +01:00
Johannes Gäßler 799fc22689
CUDA: Faster Mixtral prompt processing (#4538)
* CUDA: make MoE tensors contiguous for batch size>1

* Update ggml-cuda.cu

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

---------

Co-authored-by: slaren <slarengh@gmail.com>
2023-12-20 15:41:22 +01:00
Eric Sommerlade 328b83de23
ggml : fixed check for _MSC_VER (#4535)
Co-authored-by: Eric Sommerlade <ersomme@microsoft.com>
2023-12-19 18:17:01 +02:00
arlo-phoenix a7aee47b98
ggml-cuda: Fix HIP build (#4528)
regression of #4490
Adds defines for two new datatypes
cublasComputeType_t, cudaDataType_t.

Currently using deprecated hipblasDatatype_t since newer ones very recent.
2023-12-18 22:33:45 +01:00
Georgi Gerganov 0e18b2e7d0
llama.swiftui : add tinyllama 1.1B F16 2023-12-18 20:17:43 +02:00
Georgi Gerganov 6ff39b129d
llama.swiftui : add more models 2023-12-18 20:05:12 +02:00
Ebey Abraham b9e74f9bca
llama : add phi-2 + fix NeoX rope + ggml_mul_mat_set_prec (#4490)
* phi2 implementation

* fix breaking change

* phi-2 : various fixes

* phi-2 : use layer norm eps

* py : whitespaces

* llama : fix meta KV override bug

* convert : phi don't add BOS token

* convert : revert "added_tokens_decoder" change

* phi-2 : scale Q instead of KQ for better precision

* ggml : fix NeoX rope to rotate just first n_dims

* cuda : less diff in the rope_neox kernel

* ggml : add ggml_mul_mat_set_prec

ggml-ci

* Update ggml-cuda.cu

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

* Update ggml-cuda.cu

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

* cuda : ggml_cuda_op_mul_mat_cublas support F32 precision

* cuda : remove oboslete comment

---------

Co-authored-by: Ebey Abraham <ebeyabraham@microsoft.com>
Co-authored-by: Georgi Gerganov <ggerganov@gmail.com>
Co-authored-by: slaren <slarengh@gmail.com>
2023-12-18 19:27:47 +02:00
hankcs 3c04bf6da8
llama : fix try_override for bool_value which always return true (#4519) 2023-12-18 15:14:58 +02:00
Jared Van Bortel 2994f0c5a2
decode : fix logits_valid for legacy API (#4516) 2023-12-17 19:39:02 -05:00
Georgi Gerganov b1306c4394
readme : update hot topics 2023-12-17 20:16:23 +02:00
Georgi Gerganov 800a489e4a
llama.swiftui : add bench functionality (#4483)
* llama.swiftui : add bench button

* llama.swiftui : initial bench functionality

* force to use n_gpu_layers on simulator

* add download buttons & expose llamaState.loadModel

* update project.pbxproj

* comment #Preview & fix editorconfig check

* gitignore : xcode stuff

* llama.swiftui : UX improvements

* llama.swiftui : avoid data copy via "downloadTask"

* llama.swiftui : remove model from project

* llama : remove "mostly" from model infos

* llama.swiftui : improve bench

---------

Co-authored-by: jhen <developer@jhen.me>
2023-12-17 19:38:41 +02:00
Jared Van Bortel f7f468a97d
gguf-py : fail fast on nonsensical special token IDs (#4489) 2023-12-17 10:45:46 -05:00
Matheus Gabriel Alves Silva 919c40660f
build : Check the ROCm installation location (#4485)
* build : Check the ROCm installation location

* more generic approach

* fixup! It was returning the path instead of the command output

* fixup! Trailing whitespace
2023-12-17 17:23:33 +02:00
slaren 45668633fd
finetune : keep allocs alive until all allocations are done (#4486) 2023-12-17 16:05:56 +01:00
olexiyb 0ffc92d2d2
server : disable llm logs if SERVER_VERBOSE is off (#3792) 2023-12-17 17:02:16 +02:00
AdithyanI 8edd2b40fd
server : fix grammar being ignored (#4494)
Fix bug in identifying the grammar.
2023-12-17 16:57:56 +02:00
Alexey Parfenov eb16dae7e7
server : fix possible ambiguity in content type charset (#4501) 2023-12-17 16:56:09 +02:00
mzcu 62bd52b7bf
server : allow requests larger than 8K (#4500) 2023-12-17 16:54:37 +02:00
Bach Le 5daa5f54fd
Link to cublas dynamically on Windows even with LLAMA_STATIC (#4506) 2023-12-17 11:57:33 +01:00
slaren c6c4fc081c
lora : add support for non-llama models (#3333)
* lora : add support for non-llama models

ggml-ci

* avoid leaking ggml_context on failure
cleanup

ggml-ci

* lora : allow 1d tensors

* lora : include embd and output layers in size calculation

* fix style
2023-12-16 18:58:46 +01:00
Jared Van Bortel 8a5be3bd58
llama : sanity checks for access to logits (#4274)
Co-authored-by: Georgi Gerganov <ggerganov@gmail.com>
2023-12-15 22:16:15 -05:00
ShadovvBeast 88ae8952b6
server : add optional API Key Authentication example (#4441)
* Add API key authentication for enhanced server-client security

* server : to snake_case

---------

Co-authored-by: Georgi Gerganov <ggerganov@gmail.com>
2023-12-15 13:49:01 +02:00
slaren ee4725a686
ggml : group mul_mat_id rows by matrix (cpu only) (#4480)
* ggml : group mul_mat_id rows by matrix (cpu only)

* remove mmid parameters from mm forward

* store row groups in wdata and calculate only once in GGML_TASK_INIT

ggml-ci
2023-12-15 12:45:50 +01:00
slaren 6744dbe924
ggml : use ggml_row_size where possible (#4472)
* ggml : use ggml_row_size where possible

ggml-ci

* ggml : move ggml_nbytes_split to ggml-cuda.cu
2023-12-14 20:05:21 +01:00