205 Commits

Author	SHA1	Message	Date
Sukriti Sharma	2fffc52b50	llama : fix Roberta embeddings (#10856) ... * fix: Use gpt2 tokenizer for roberta and add eos/bos tokens Branch: RobertaTokenizer Signed-off-by: Gabe Goodhart <ghart@us.ibm.com> * fixes to position embeddings Signed-off-by: Sukriti-Sharma4 <sukriti.sharma4@ibm.com> * map roberta-bpe to gpt-2 Signed-off-by: Sukriti-Sharma4 <sukriti.sharma4@ibm.com> * fix linting Signed-off-by: Sukriti-Sharma4 <sukriti.sharma4@ibm.com> --------- Signed-off-by: Gabe Goodhart <ghart@us.ibm.com> Signed-off-by: Sukriti-Sharma4 <sukriti.sharma4@ibm.com> Co-authored-by: Gabe Goodhart <ghart@us.ibm.com>	2024-12-19 15:04:51 +02:00
fairydreaming	7585edbdeb	convert : Add support for Microsoft Phi-4 model (#10817) ... * convert : use GPT2 vocab for Phi-4 model * convert : use null value of sliding_window to distinguish Phi-4 from other PHI3-based models * llama : do not use sliding window attention mask for Phi-4 model --------- Co-authored-by: Stanisław Szymczyk <sszymczy@gmail.com>	2024-12-19 10:37:12 +01:00
Georgi Gerganov	0bf2d10c55	tts : add OuteTTS support (#10784) ... * server : add "tokens" output ggml-ci * server : output embeddings for all tokens when pooling = none ggml-ci * server : be explicit about the pooling type in the tests ggml-ci * server : do not normalize embeddings when there is no pooling ggml-ci * llama : add OuteTTS support (wip) * wip * extract features * first conv * group norm * resnet conv * resnet * attn * pos net * layer norm * convnext * head * hann window * fix n_embd + remove llama.cpp hacks * compute hann window * fft * spectrum processing * clean-up * tts : receive input text and generate codes * clip : fix new conv name * tts : minor fix * tts : add header + minor fixes ggml-ci * tts : add matchematical constant ggml-ci * tts : fix sampling + cut initial noise * tts : fixes * tts : update default samplers ggml-ci * tts : text pre-processing * tts : outetts-voc -> wavtokenizer-dec * tts : remove hardcoded constants ggml-ci * tts : fix tensor shapes * llama : refactor wavtokenizer tensors ggml-ci * cont ggml-ci * cont [no ci] * llama : update WavTokenizer to non-causal attn * llama : handle no-vocab detokenization * tts : add Python example for OuteTTS (wip) * tts : extend python example to generate spectrogram ggml-ci * server : fix rebase artifacts * tts : enable "return_tokens" in Python example ggml-ci * tts : minor fixes * common : support HF download for vocoder	2024-12-18 19:27:21 +02:00
Diego Devesa	4da69d1abd	Revert "llama : add Falcon3 support (#10864)" (#10876) ... This reverts commit 382bc7f2e8.	2024-12-18 01:36:46 +01:00
DAN™	d62b532c52	Use model->gguf_kv for loading the template instead of using the C API. (#10868) ... * Bump model_template to 16384 bytes to support larger chat templates. * Use `model->gguf_kv` for efficiency.	2024-12-17 23:24:22 +01:00
Billel Mokeddem	382bc7f2e8	llama : add Falcon3 support (#10864)	2024-12-17 17:24:56 +02:00
Georgi Gerganov	08ea539df2	unicode : improve naming style (#10838) ... * unicode : improve naming style ggml-ci * cont [no ci]	2024-12-16 12:31:45 +02:00
Georgi Gerganov	644fd71b44	sampling : refactor + optimize penalties sampler (#10803) ... * sampling : refactor + optimize penalties sampler ggml-ci * common : apply ignore_eos as logit bias ggml-ci * batched : remove penalties sampler * params : allow penalty_last_n == -1 to be equal to context size ggml-ci * common : by default, move the penalties at the end of the sampling chain ggml-ci * common : ignore all EOG tokens Co-authored-by: Diego Devesa <slarengh@gmail.com> * common : move back the penalties at the front of the sampling chain ggml-ci * readme : restore hint about --ignore-eos flag [no ci] * llama : minor ggml-ci * webui : update --------- Co-authored-by: Diego Devesa <slarengh@gmail.com>	2024-12-16 12:31:14 +02:00
Valentin Mamedov	a0974156f3	llama : add Deepseek MoE v1 & GigaChat models (#10827) ... * Add deepseek v1 arch & gigachat template * improve template code * add readme * delete comments * remove comment * fix format * lint llama.cpp * fix order of deepseek and deepseek2, move gigachat temlate to the end of func * fix order of deepseek and deepseek2 in constants; mark shared exp as deepseek arch need * remove comments * move deepseek above deepseek2 * change placement of gigachat chat template	2024-12-15 19:02:46 +02:00
HimariO	ba1cb19cdd	llama : add Qwen2VL support + multimodal RoPE (#10361) ... * Barebone Qwen2VL LLM convertor * Add Qwen2VL cli entrypoint * [WIP] add qwen2vl arch * Verify m-rope output * Add vl-rope/2d-rope support for qwen2vl ViT * update qwen2vl cli tool * update 5D tensor op workaround * [WIP] qwen2vl vision model * make batch and clip utils compatible with qwen2vl * [WIP] create inference workflow, gguf convert script but fix * correcting vision-rope behavior, add the missing last layer back to ViT * add arg parser to qwen2vl_surgery * replace variable size array with vector * cuda-gdb cmake preset * add fp32 mrope, vision rope kernel * add fp16 support for qwen2vl and m-rope * add `GGML_ROPE_TYPE_MROPE`, `GGML_ROPE_TYPE_VISION` * fix rope op mode switching, out dated func args * update `llama_hparams` * update to keep up stream changes * resolve linter, test errors * add makefile entry, update speical image padding token * add mrope unit test, fix few compiler warnings * rename `mrope` related function, params * minor updates on debug util, bug fixs * add `m-rope` testcase to `test-backend-ops` * Apply suggestions from code review Co-authored-by: Georgi Gerganov <ggerganov@gmail.com> * fix traililng whitespce * store `llama_hparams.rope_sections` with fixed size array * update position id tensor size check in GGML_OP_ROPE * minor updates * update `ggml_backend_*_supports_op` of unsupported backends * remote old `rope_section` compare operator --------- Co-authored-by: Georgi Gerganov <ggerganov@gmail.com>	2024-12-14 14:43:46 +02:00
Diego Devesa	cb13ef85a4	remove CMAKE_WINDOWS_EXPORT_ALL_SYMBOLS (#10797) ... other windows build fixes	2024-12-12 19:02:49 +01:00
Djip007	19d8762ab6	ggml : refactor online repacking (#10446) ... * rename ggml-cpu-aarch64.c to .cpp * reformat extra cpu backend. - clean Q4_0_N_M and IQ4_0_N_M - remove from "file" tensor type - allow only with dynamic repack - extract cpu extra bufts and convert to C++ - hbm - "aarch64" - more generic use of extra buffer - generalise extra_supports_op - new API for "cpu-accel": - amx - aarch64 * clang-format * Clean Q4_0_N_M ref Enable restrict on C++ * add op GGML_OP_MUL_MAT_ID for Q4_0_N_M with runtime repack * added/corrected control on tensor size for Q4 repacking. * Update ggml/src/ggml-cpu/ggml-cpu-aarch64.cpp Co-authored-by: Georgi Gerganov <ggerganov@gmail.com> * Update ggml/src/ggml-cpu/ggml-cpu-aarch64.cpp Co-authored-by: Georgi Gerganov <ggerganov@gmail.com> * add debug logs on repacks. --------- Co-authored-by: Georgi Gerganov <ggerganov@gmail.com>	2024-12-07 14:37:50 +02:00
Riccardo Orlando	6fe6247831	llama : add Minerva 7B model support (#10673) ... * Support for Minerva 7B * Update convert_hf_to_gguf_update.py	2024-12-05 20:30:59 +02:00
JFLFY2255	8d0cfd554a	llama: Support MiniCPM-1B (with & w/o longrope) (#10559)	2024-12-04 11:42:50 +02:00
Xuan Son Nguyen	642330ac7c	llama : add enum for built-in chat templates (#10623) ... * llama : add enum for supported chat templates * use "built-in" instead of "supported" * arg: print list of built-in templates * fix test * update server README	2024-12-02 22:10:19 +01:00
Juk Armstrong	917786f43d	Add mistral-v1, mistral-v3, mistral-v3-tekken and mistral-v7 chat template types (#10572) ... * Templates: `mistral-v1`, `mistral-v2`, `mistral-v3`, `mistral-v3-tekken` * Changed system message logic and added tests for all 4 * Invalid `system_message` instead of `content` fixed * Removed tab-indented lines * Added template code and test for `mistral-v7` * Added all tests. Fixed bug with `tmpl == "llama2"` test. * Replaced tabs with spaces. * Removed `'mistral-v2'` option as no (open) models ever used it * Removed all references to 'v2' template from comments * Update llama.cpp Fixed `trim_assistant_message` bug	2024-12-01 23:09:49 +01:00
Diego Devesa	7cc2d2c889	ggml : move AMX to the CPU backend (#10570) ... * ggml : move AMX to the CPU backend --------- Co-authored-by: Georgi Gerganov <ggerganov@gmail.com>	2024-11-29 21:54:58 +01:00
Georgi Gerganov	4c0a95b107	llama : add missing model types	2024-11-28 20:45:07 +02:00
Georgi Gerganov	ab96610b1e	cmake : enable warnings in llama (#10474) ... * cmake : enable warnings in llama ggml-ci * cmake : add llama_get_flags and respect LLAMA_FATAL_WARNINGS * cmake : get_flags -> ggml_get_flags * speculative-simple : fix warnings * cmake : reuse ggml_get_flags ggml-ci * speculative-simple : fix compile warning ggml-ci	2024-11-26 14:18:08 +02:00
Shane A	80acb7b430	Rename Olmo1124 to Olmo2 (#10500)	2024-11-25 19:36:09 +01:00
Diego Devesa	10bce0450f	llama : accept a list of devices to use to offload a model (#10497) ... * llama : accept a list of devices to use to offload a model * accept `--dev none` to completely disable offloading * fix dev list with dl backends * rename env parameter to LLAMA_ARG_DEVICE for consistency	2024-11-25 19:30:06 +01:00
Diego Devesa	5931c1f233	ggml : add support for dynamic loading of backends (#10469) ... * ggml : add support for dynamic loading of backends --------- Co-authored-by: Georgi Gerganov <ggerganov@gmail.com>	2024-11-25 15:13:39 +01:00
Diego Devesa	dc39012cba	llama : fix op mul check with command-r-plus (#10476)	2024-11-24 16:10:26 +01:00
Georgi Gerganov	1bb30bf28c	llama : handle KV shift for recurrent models (#10402) ... ggml-ci	2024-11-21 10:22:47 +02:00
Georgi Gerganov	8e752a777b	llama : add check for KV cache shifts (#10401) ... ggml-ci	2024-11-19 13:29:26 +02:00
Shane A	a88ad007de	llama : add OLMo November 2024 support (#10394) ... * Add OLMo November 2024 constants * Add OLMo November 2024 converter * Add loading of OLMo November 2024 tensors and hyper parameters * Add building of OLMo November 2024 model	2024-11-19 11:04:08 +02:00
Diego Devesa	be5caccef9	llama : only use default buffer types for the KV cache (#10358)	2024-11-17 12:25:45 +01:00
Johannes Gäßler	4e54be0ec6	llama/ex: remove --logdir argument (#10339)	2024-11-16 23:00:41 +01:00
FirstTimeEZ	89e4caaaf0	llama : save number of parameters and the size in llama_model (#10286) ... fixes #10285	2024-11-16 01:42:13 +01:00
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
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	f018acba22	llama : fix Qwen model type strings	2024-11-09 11:26:34 +02:00
wwoodsTM	5107e8cea3	DRY: Fixes clone functionality (#10192)	2024-11-07 16:20:25 +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
Diego Devesa	94d8cb8be1	metal : fix from ptr buffer name (#10189)	2024-11-06 12:10:07 +01:00
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	9f40989351	ggml : move CPU backend to a separate file (#10144)	2024-11-03 19:34:08 +01:00
Georgi Gerganov	1926d6e39d	llama : adjust default context size + print warnings (#10136) ... * llama : adjust default context size + print warnings ggml-ci * ggml-ci : add missing gpu-layers + adjust context sizes	2024-11-02 15:18:56 +02:00
Diego Devesa	e991e3127f	llama : use smart pointers for ggml resources (#10117)	2024-11-01 23:48:26 +01:00
Diego Devesa	85679d37f3	llama : improve output buffer type selection (#10098)	2024-11-01 00:49:53 +01:00
Diego Devesa	1e9f94994e	quantize : fix --keep-split (#10114)	2024-11-01 00:45:34 +01:00
Diego Devesa	c02e5ab2a6	llama : fix buffer checks for mamba and rwk (#10111) ... * llama : fix buffer checks for mamba and rwk * llama : fix missing worst case flag during reserve * cuda : fix supports_op for norm * disable sched SET_CAUSE	2024-10-31 22:54:23 +01:00
Zhenwei Jin	ab3d71f97f	loader: refactor tensor weights storage (#9935) ... * loader: refactor tensor weights storage * use sorted map, sort weights by layer --------- Co-authored-by: slaren <slarengh@gmail.com>	2024-10-31 19:50:39 +01:00
Diego Devesa	dea5e86051	ggml : check tensor name lengths in gguf files (#10100)	2024-10-31 11:40:59 +01:00
Diego Devesa	c5b0f4b5d9	llama : refactor model loader with backend registry (#10026)	2024-10-30 02:01:23 +01:00
Georgi Gerganov	8d8ff71536	llama : remove Tail-Free sampling (#10071) ... ggml-ci	2024-10-29 10:42:05 +02:00
arch-btw	61715d5cc8	llama : Add IBM granite template (#10013) ... * Add granite template to llama.cpp * Add granite template to test-chat-template.cpp * Update src/llama.cpp Co-authored-by: Xuan Son Nguyen <thichthat@gmail.com> * Update tests/test-chat-template.cpp Co-authored-by: Xuan Son Nguyen <thichthat@gmail.com> * Added proper template and expected output * Small change to \n Small change to \n * Add code space & Co-authored-by: Xuan Son Nguyen <thichthat@gmail.com> * Fix spacing * Apply suggestions from code review * Update src/llama.cpp --------- Co-authored-by: Xuan Son Nguyen <thichthat@gmail.com>	2024-10-28 18:45:33 +01:00
Georgi Gerganov	8841ce3f43	llama : switch KQ multiplication to F32 precision by default (#10015) ... ggml-ci	2024-10-27 20:59:58 +02:00
wwoodsTM	ff252ea48e	llama : add DRY sampler (#9702) ... * sampling : add DRY sampler (post-refactor) * DRY: Trying to fix coauthors, removed unneeded line * DRY: Fixed redundant code * DRY: Fixed crash issue due to DRY being in chain but uninitialized --------- Co-authored-by: l3utterfly <gc.pthzfoldr@gmail.com> Co-authored-by: pi6am <34464159+pi6am@users.noreply.github.com>	2024-10-25 19:07:34 +03:00