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Author	SHA1	Message	Date
Romain Biessy	5a54af4d4f	sycl: Use syclcompat::dp4a (#10267) ... * sycl: Use syclcompat::dp4a * Using the syclcompat version allow the compiler to optimize the operation with native function * Update news section * Update CI Windows oneAPI version to 2025.0 * Reword doc * Call syclcompat::dp4a inside dpct::dp4a This reverts commit 90cb61d692.	2024-11-15 11:09:12 +08:00
Charles Xu	1607a5e5b0	backend cpu: add online flow for aarch64 Q4_0 GEMV/GEMM kernels (#9921) ... * backend-cpu: add online flow for aarch64 Q4_0 GEMV/GEMM kernels --------- Co-authored-by: Diego Devesa <slarengh@gmail.com>	2024-11-15 01:28:50 +01:00
Diego Devesa	ae8de6d50a	ggml : build backends as libraries (#10256) ... * ggml : build backends as libraries --------- Signed-off-by: Xiaodong Ye <xiaodong.ye@mthreads.com> Co-authored-by: Georgi Gerganov <ggerganov@gmail.com> Co-authored-by: R0CKSTAR <xiaodong.ye@mthreads.com>	2024-11-14 18:04:35 +01:00
Johannes Gäßler	4a8ccb37ad	CUDA: no -sm row for very small matrices (#10185)	2024-11-14 13:00:15 +01:00
Georgi Gerganov	2a82891a85	speculative : fix out-of-bounds access (#10289)	2024-11-14 11:44:15 +02:00
Jeff Bolz	af148c9386	vulkan: Optimize binary ops (#10270) ... Reuse the index calculations across all of src0/src1/dst. Add a shader variant for when src0/src1 are the same dimensions and additional modulus for src1 aren't needed. Div/mod are slow, so add "fast" div/mod that have a fast path when the calculation isn't needed or can be done more cheaply.	2024-11-14 06:22:55 +01:00
Jeff Bolz	66798e42fb	vulkan: Use macros to make the mat mul pipeline creation more concise (#10259) ... Also add vk_matmul_pipeline2 to hold f16/f32 accumulator versions of a pipeline. This isn't really used yet.	2024-11-13 21:59:47 +01:00
Michael Podvitskiy	fb4a0ec083	llama : propagate the results of graph_compute (#9525) ... * llama: propagating the results of `graph_compute` to the user interface * llama: reverting kv_cache in case of failed compute * llama: `llama_kv_cache_state` was removed, only the result of `llama_graph_compute` is returned * llama: restore a kv_cache in case of failed computation * llama: correct reverting of the entire batch. also updates `llama_kv_cache_find_slot`, will correctly count the number of `used` cells for recurrent models * llama: updated comments * llama : add comments about KV cache state after error --------- Co-authored-by: Georgi Gerganov <ggerganov@gmail.com>	2024-11-13 20:00:35 +02:00
Georgi Gerganov	5ea926dad7	sync : ggml	2024-11-13 18:11:54 +02:00
Small Grass Forest	1ee9eea094	docs : update bindings list (#10261) ... Signed-off-by: tianzixuan <tianzixuan335@hellobike.com>	2024-11-13 13:17:10 +02:00
Alexey Parfenov	ff7fb670d0	server : add missing docs (#10269)	2024-11-13 13:16:30 +02:00
Jhen-Jie Hong	0e712a5acb	server : fix incorrect res in validate_model_chat_template (#10272) ... * server : fix validate_model_chat_template * server : fix chat res	2024-11-13 13:15:23 +02:00
Brian	a0ec17b32e	metadata: Detailed Dataset Authorship Metadata (#8875) ... Converter script can now read these two fields as a detailed base model and dataset source. This was done so that it will be easier for Hugging Face to integrate detailed metadata as needed. - base_model_sources (List[dict], optional) - dataset_sources (List[dict], optional) Dataset now represented as: - general.dataset.count - general.dataset.{id}.name - general.dataset.{id}.author - general.dataset.{id}.version - general.dataset.{id}.organization - general.dataset.{id}.description - general.dataset.{id}.url - general.dataset.{id}.doi - general.dataset.{id}.uuid - general.dataset.{id}.repo_url This also adds to base model these metadata: - general.base_model.{id}.description	2024-11-13 21:10:38 +11:00
Alberto Cabrera Pérez	2e82ffa4af	sycl : Fixes to broken builds and test-backend-ops (#10257) ... * Fixes broken build for the SYCL CUDA backend caused by non-explicit gemm call in outprod (merged in with RWKV6 in Optimize RWKV6 Operator Naming and Implement Multi-core CPU/ SYCL Acceleration #10133) * Marks permuted MUL_MAT as unsupported to be able to run test-backend-ops * Fixes asserts in norm to fix debug builds.	2024-11-13 09:40:57 +00:00
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) ... 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)	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) ... 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)	2024-11-10 12:37:56 +01:00
Georgi Gerganov	6423c65aa8	metal : reorder write loop in mul mat kernel + style (#10231) ... * 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) ... * 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)	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)	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) ... 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) ... 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) ... 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)	2024-11-04 23:17:01 +01:00