Jeff Bolz
80dd7ff22f
vulkan: Optimize contiguous copies ( #10254 )
...
* tests: Fix memory bandwidth calculation for perf tests
Add a flops calculation for flash attention.
Add one GGML_OP_CPY perf test.
* vulkan: Optimize contiguous copies
Add a variant of the copy shader for when the tensors are contiguous. Avoid
the complex addressing calculations, and do four elements per invocation
to hide some other overhead.
Apply similar changes to the scale shader, since scale is always contiguous.
Add a "progress bar" for shader compiles.
2024-11-13 07:58:57 +01:00
Jeff Bolz
54ef9cfc72
vulkan: Throttle the number of shader compiles during the build step. ( #10222 )
...
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Fixes #9582
Spawning too many concurrent copies of glslc leads to "Failed to create pipes"
errors on Linux. This change applies the same throttling we use for
multithreaded pipeline creation.
2024-11-11 18:13:51 +01:00
Georgi Gerganov
b0cefea58a
metal : more precise Q*K in FA vec kernel ( #10247 )
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2024-11-11 08:39:13 +02:00
Georgi Gerganov
b141e5f6ef
server : enable KV cache defrag by default ( #10233 )
...
ggml-ci
2024-11-11 08:38:43 +02:00
Georgi Gerganov
4b3a9212b6
flake.lock: Update ( #10243 )
...
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Flake lock file updates:
• Updated input 'nixpkgs':
'github:NixOS/nixpkgs/807e9154dcb16384b1b765ebe9cd2bba2ac287fd?narHash=sha256-l253w0XMT8nWHGXuXqyiIC/bMvh1VRszGXgdpQlfhvU%3D' (2024-10-29)
→ 'github:NixOS/nixpkgs/4aa36568d413aca0ea84a1684d2d46f55dbabad7?narHash=sha256-Zwl8YgTVJTEum%2BL%2B0zVAWvXAGbWAuXHax3KzuejaDyo%3D' (2024-11-05)
Co-authored-by: github-actions[bot] <github-actions[bot]@users.noreply.github.com>
2024-11-10 11:45:25 -08:00
MaggotHATE
505f33274d
server : (web UI) Add back sampler settings ( #10239 )
...
* Add back samplers to server
* Added tooltips with basic information
* Fixed stretching of input fields.
* use component for settings input, move help msg to tooltips
---------
Co-authored-by: Xuan Son Nguyen <son@huggingface.co>
2024-11-10 15:42:25 -04:00
Jeff Bolz
160687b3ed
vulkan: Fix newly added tests for permuted mul_mat and 1D im2col ( #10226 )
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2024-11-10 12:37:56 +01:00
Georgi Gerganov
6423c65aa8
metal : reorder write loop in mul mat kernel + style ( #10231 )
...
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* metal : reorder write loop
* metal : int -> short, style
ggml-ci
2024-11-09 11:53:13 +02:00
Georgi Gerganov
39a334a9aa
metal : fix build and some more comments ( #10229 )
2024-11-09 11:53:02 +02:00
Georgi Gerganov
bb38cdd8ba
metal : fix F32 accumulation in FA vec kernel ( #10232 )
2024-11-09 11:52:45 +02:00
Georgi Gerganov
f018acba22
llama : fix Qwen model type strings
2024-11-09 11:26:34 +02:00
Georgi Gerganov
46323fa9ef
metal : hide debug messages from normal log
2024-11-09 11:21:49 +02:00
SXX
5b359bb1e3
ggml: fix zero division in ‘dne’ calculation in CUDA COUNT_EQUAL operator when ‘ne’ is small ( #10213 )
2024-11-09 08:35:46 +01:00
amritahs-ibm
e89213492d
ggml : optimize llamafile cpu matrix multiplication for ppc64le ( #10156 )
...
This change upstreams llamafile's cpu matrix
multiplication kernels for ppc64le using MMA
builtins for FP32 datatype.
This change results in a consistent 90%
improvement in input processing time, and 20%
to 80% improvement in output processing time,
across various batch sizes.
The patch is tested with Meta-Lllama-3-8B,
Mistral-7B, Llama-2-7B-chat-hf models on a
IBM POWER10 machine.
Signed-off-by: Amrita H S <amritahs@linux.vnet.ibm.com>
2024-11-09 09:17:50 +02:00
haopeng
8fc393f246
scripts : fix pattern and get n_tokens in one go ( #10221 )
2024-11-09 09:06:54 +02:00
Georgi Gerganov
ec450d3bbf
metal : opt-in compile flag for BF16 ( #10218 )
...
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* metal : opt-in compile flag for BF16
ggml-ci
* ci : use BF16
ggml-ci
* swift : switch back to v12
* metal : has_float -> use_float
ggml-ci
* metal : fix BF16 check in MSL
ggml-ci
2024-11-08 21:59:46 +02:00
Georgi Gerganov
695ad752b2
metal : improve clarity (minor) ( #10171 )
2024-11-08 18:37:41 +02:00
Georgi Gerganov
841f27abdb
metal : optimize FA kernels ( #10171 )
...
* ggml : add ggml_flash_attn_ext_get_prec
* metal : use F16 precision in FA kernels
ggml-ci
* metal : minor clean-up
* metal : compile-guard bf16 FA kernels
ggml-ci
* build : remove obsolete compile flag [no ci]
* metal : prevent int overflows [no ci]
* cuda : disable BF16 FA
ggml-ci
* metal : fix BF16 requirement for FA kernels
ggml-ci
* make : clean-up [no ci]
2024-11-08 13:47:22 +02:00
Jhen-Jie Hong
d05b3127bd
swift : exclude ggml-metal-embed.metal ( #10211 )
...
* llama.swift : exclude ggml-metal-embed.metal
* swift : exclude build/
2024-11-08 11:34:06 +02:00
Xuan Son Nguyen
76c6e7f105
server : minor UI fix ( #10207 )
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2024-11-07 18:44:38 -04:00
Xuan Son Nguyen
a71d81cf8c
server : revamp chat UI with vuejs and daisyui ( #10175 )
...
* server : simple chat UI with vuejs and daisyui
* move old files to legacy folder
* embed deps into binary
* basic markdown support
* add conversation history, save to localStorage
* fix bg-base classes
* save theme preferences
* fix tests
* regenerate, edit, copy buttons
* small fixes
* docs: how to use legacy ui
* better error handling
* make CORS preflight more explicit
* add GET method for CORS
* fix tests
* clean up a bit
* better auto scroll
* small fixes
* use collapse-arrow
* fix closeAndSaveConfigDialog
* small fix
* remove console.log
* fix style for <pre> element
* lighter bubble color (less distract when reading)
2024-11-07 17:31:10 -04:00
Georgi Gerganov
eec4d71737
scripts : add amx to sync-ggml.sh [no ci]
2024-11-07 23:11:36 +02:00
Georgi Gerganov
3b08828674
sync : ggml
2024-11-07 23:08:24 +02:00
Georgi Gerganov
a2c6fd747c
scripts : sync update
2024-11-07 23:07:55 +02:00
Diego Devesa
97404c4a03
ggml : add ggml-cpu.h to the public headers ( #10204 )
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2024-11-07 18:16:08 +01:00
Faisal Zaghloul
60e17ce23c
Remove identical wte/etw logic for jais ( #10203 )
2024-11-07 08:46:12 -08:00
wwoodsTM
5107e8cea3
DRY: Fixes clone functionality ( #10192 )
2024-11-07 16:20:25 +01:00
snadampal
2319126a70
fix q4_0_8_8 format for corrupted tokens issue ( #10198 )
...
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Co-authored-by: EC2 Default User <ec2-user@ip-172-31-62-167.us-west-2.compute.internal>
2024-11-07 09:02:08 +01:00
Zhiyuan Li
3bcd40b3c5
Optimize RWKV6 Operator Naming and Implement Multi-core CPU/ SYCL Acceleration ( #10133 )
...
* rwkv6: rename to wkv6
* rwkv6: support avx2 avx512 armv8 armv9
* rwkv6: update cuda file name
* rwkv6: rename params
* wkv on sycl
* sycl: add some ops
* sycl: Enhance OP support judgment
* wkv6: drop armv9 and tranfer to GGML style
ggml-ci
* sync : ggml
* update the function to use appropriate types
* fix define error
* Update ggml/src/ggml-cpu.c
* add appropriate asserts
* move element-wise functions outside
* put the declaration outside the loop
* rewrite to be more inline with the common pattern for distributing threads
* use recommended way GGML_TENSOR_LOCALS
---------
Co-authored-by: Georgi Gerganov <ggerganov@gmail.com>
Co-authored-by: Diego Devesa <slarengh@gmail.com>
Co-authored-by: Plamen Minev <pacominev@gmail.com>
Co-authored-by: Yuri Khrustalev <ykhrustalev@users.noreply.github.com>
Co-authored-by: Meng, Hengyu <airdldl@163.com>
2024-11-07 15:19:10 +08:00
Georgi Gerganov
5c333e0140
metal : add BF16 support ( #8439 )
...
* ggml : add initial BF16 support
ggml-ci
* metal : add mul_mat_id BF16 support
ggml-ci
* metal : check for bfloat support on the Metal device
ggml-ci
* metal : better var names [no ci]
* metal : do not build bfloat kernels when not supported
ggml-ci
* metal : try to fix BF16 support check
ggml-ci
* metal : this should correctly check bfloat support
2024-11-06 19:53:51 +02:00
Georgi Gerganov
b11f9ba9b8
server : remove hack for extra parallel slot ( #10187 )
...
ggml-ci
2024-11-06 13:29:01 +02:00
Diego Devesa
94d8cb8be1
metal : fix from ptr buffer name ( #10189 )
2024-11-06 12:10:07 +01:00
Georgi Gerganov
1dc04b2dee
ggml : adjust is_first_call init value ( #10193 )
...
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ggml-ci
2024-11-06 11:20:10 +02:00
Georgi Gerganov
a1eaf6a960
metal : add quantized FA support ( #10149 )
...
* metal : add quantized FA (vec) support
ggml-ci
* metal : add quantized FA (non-vec) support
* metal : fix support check
ggml-ci
* metal : clean-up
* metal : clean-up (cont)
* metal : fix shared memory calc + reduce smem + comments
* metal : float-correctness
* metal : minor [no ci]
2024-11-06 10:24:23 +02:00
Gabe Goodhart
b8deef0ec0
llama : add <|tool_call|> formatting to Granite template ( #10177 )
...
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Branch: GraniteToolCallTemplate
Signed-off-by: Gabe Goodhart <ghart@us.ibm.com>
2024-11-05 14:23:04 +02:00
Diego Devesa
a9e8a9a030
ggml : fix arch check in bf16_to_fp32 ( #10164 )
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2024-11-04 23:17:01 +01:00
Eve
3407364776
Q6_K AVX improvements ( #10118 )
...
* q6_k instruction reordering attempt
* better subtract method
* should be theoretically faster
small improvement with shuffle lut, likely because all loads are already done at that stage
* optimize bit fiddling
* handle -32 offset separately. bsums exists for a reason!
* use shift
* Update ggml-quants.c
* have to update ci macos version to 13 as 12 doesnt work now. 13 is still x86
2024-11-04 23:06:31 +01:00
Diego Devesa
d5a409e57f
ggml : fix gelu tables initialization ( #10172 )
2024-11-04 20:06:58 +01:00
Diego Devesa
401558b7ba
ggml : fix q4xx mat mul, increase ggml_aligned_malloc alignment ( #10167 )
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2024-11-04 17:34:08 +01:00
Xuan Son Nguyen
9e0ecfb697
server : clarify /slots endpoint, add is_processing ( #10162 )
...
* server : clarify /slots endpoint, add is_processing
* fix tests
2024-11-04 16:33:29 +01:00
snadampal
6a066b9978
fix build break on arm64 linux ( #10166 )
...
This fixes the build break from the recent changes
to move the CPU backend to separate files
https://github.com/ggerganov/llama.cpp/pull/10144
2024-11-04 16:08:33 +01:00
Diego Devesa
ea02c753eb
cuda : clear error after changing peer access ( #10153 )
2024-11-04 13:10:23 +01:00
Georgi Gerganov
05697f670b
metal : simplify f16 and f32 dequant kernels ( #0 )
2024-11-04 13:49:34 +02:00
Georgi Gerganov
f8e58135cf
metal : move dequantize templates to beginning of MSL source ( #0 )
2024-11-04 13:44:06 +02:00
leo-pony
329ed914c9
CANN: adjust backend registry refactor. ( #10158 )
...
remove buffer->iface.get_name that used in cann as it was removed in backend registry refactor PR.
2024-11-04 19:08:22 +08:00
Georgi Gerganov
ce027adfb3
sync : ggml
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2024-11-04 10:33:37 +02:00
Yuri Khrustalev
284e5b0275
cmake : make it possible linking ggml as external lib (ggml/1003)
2024-11-04 10:33:11 +02:00
Plamen Minev
e2292aaa17
metal : fix minor string leaks (ggml/1004)
2024-11-04 10:33:10 +02:00
Diego Devesa
9f40989351
ggml : move CPU backend to a separate file ( #10144 )
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2024-11-03 19:34:08 +01:00
Georgi Gerganov
08828a6d7d
metal : minor fixup in FA kernel ( #10143 )
...
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* metal : minor fixup in FA kernel
ggml-ci
* metal : use the unrolled loop variable
* metal : remove unused var
2024-11-03 15:18:40 +02:00
