327 Commits

Author	SHA1	Message	Date
slaren	d5a3beb0e0	ggml : add support for dynamic loading of backends	2024-11-24 00:00:52 +01:00
Georgi Gerganov	8e752a777b	llama : add check for KV cache shifts (#10401) ... ggml-ci	2024-11-19 13:29:26 +02:00
Johannes Gäßler	4e54be0ec6	llama/ex: remove --logdir argument (#10339)	2024-11-16 23:00:41 +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
Georgi Gerganov	b141e5f6ef	server : enable KV cache defrag by default (#10233) ... ggml-ci	2024-11-11 08:38:43 +02:00
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
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
Georgi Gerganov	8d8ff71536	llama : remove Tail-Free sampling (#10071) ... ggml-ci	2024-10-29 10:42:05 +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
Michael Podvitskiy	d80fb71f8b	llama: string_split fix (#10022) ... * llama: Refactor string_split to use template specialization, fixes parsing strings with spaces * llama: Add static_assert in the string_split template to ensure the correct template specialization is used for std::string	2024-10-25 17:57:54 +02:00
Daniel Bevenius	674804a996	arg : fix typo in embeddings argument help [no ci] (#9994) ... This commit fixes two typos in the help text for the `--embd-normalize` and `--embd-separator` arguments. It also updates common.h which contain the same typo in two comments.	2024-10-22 10:40:02 +03:00
Daniel Bevenius	94008cc760	arg : fix attention non-causal arg value hint (#9985) ... This commit updates the argument value hint for the `--attention` argument to `non-causal`. The motivation for this change is that the only values for this argument are `causal` and `non-causal`.	2024-10-21 21:12:52 +03:00
Georgi Gerganov	f594bc80ba	ggml : add asserts for type conversion in fattn kernels (#9971) ... ggml-ci	2024-10-21 16:20:46 +03:00
Georgi Gerganov	55e47786e3	llama : default sampling changes + greedy update (#9897) ... * llama : deprecate softmax sampler + fix dist sampler ggml-ci * tests : replace macros with functions ggml-ci * sampling : change temperature sampler logic For t <= 0.0f, keep the max logit intact and set the rest to -inf * cont : no need for special "greedy" logic top-k == 1 is the same * tests : init prob correctly * llama : handle temp <= 0.0 in the temp_ext sampler too ggml-ci * cont : avoid extra loop in temperature sampler for sub-zero temp ggml-ci	2024-10-21 09:46:40 +03:00
Xuan Son Nguyen	cda0e4b648	llama : remove all_pos_0, all_pos_1, all_seq_id from llama_batch (#9745) ... * refactor llama_batch_get_one * adapt all examples * fix simple.cpp * fix llama_bench * fix * fix context shifting * free batch before return * use common_batch_add, reuse llama_batch in loop * null terminated seq_id list * fix save-load-state example * fix perplexity * correct token pos in llama_batch_allocr	2024-10-18 23:18:01 +02:00
Joe Eli McIlvain	66c2c93082	grammar : fix JSON Schema for string regex with top-level alt. (#9903) ... Prior to this commit, using a JSON Schema containing a string with `pattern` regular expression that uses top-level alternation (e.g. `"pattern": "^A|B|C|D$"`) would result in invalid JSON output from the constrained sampling grammar, because it ended up creating a grammar rule like this for the string: ``` thing ::= "\"" "A" | "B" | "C" | "D" "\"" space ``` Note that this rule will only match a starting quote for the "A" case, and will only match an ending quote for the "D" case, so this rule will always produce invalid JSON when used for sampling (that is, the JSON will always be lacking the starting quote, the ending quote, or both). This was fixed in a simple way by adding parentheses to the generated rule (for all string pattern rules, to keep it simple), such that the new generated rule looks like this (correct): ``` thing ::= "\"" ("A" | "B" | "C" | "D") "\"" space ```	2024-10-16 19:03:24 +03:00
Georgi Gerganov	755a9b2bf0	llama : add infill sampler (#9896) ... ggml-ci	2024-10-15 16:35:33 +03:00
MaggotHATE	fbc98b748e	sampling : add XTC sampler (#9742) ... * Initial XTC commit Adds XTC sampler, not activated by default, but recommended settings by default. * Cleanup * Simplified chances calculation To be more inline with the original implementation, chance is calculated once at the beginning. * First fixes by comments Still need to look into sorting * Fixed trailing backspaces * Fixed RNG to be reproduceable Thanks to @slaren for directions * Fixed forgotten header * Moved `min_keep` Moved from conditions to a simple check at the end. * Fixed broken randomization Thanks to @slaren for explanation * Swapped sorting for a custom algorithm Shifts tokens to remove the penalized ones, then puts the penalized at the back. Should make `min_keep` still viable. * Algorithm rework 1. Scan token from top till the first non-penalizable 2. Remove the last captured token (the least probable above threshold) 3. Shift all tokens to override the remaining penalizable 4. Penalize and put them at the the bottom. * Added XTC to `test-sampling` * Simplified algorithm and more tests * Updated info in common and args * Merged back lost commits in common and arg * Update dump info in common * Fixed incorrect min_keep check * Added XTC to README * Renamed parameters, fixed info and defaults * probability is at 0 by default, but XTC is included in sampling queue * threshold higher than 0.5 switches XTC off * Initial server support * Added XTC to server UIs * Fixed labels in old server UI * Made algorithm safer and more readable * Removed xtc_threshold_max * Fixed arg after update * Quick fixes by comments * Simplified algorithm since threshold_max is removed * Renamed random distribution * Fixed tests and outdated README * Small fixes	2024-10-15 12:54:55 +02:00
Georgi Gerganov	c7181bd294	server : reuse cached context chunks (#9866) ... ggml-ci	2024-10-13 18:52:48 +03:00
Georgi Gerganov	1bde94dd02	server : remove self-extend features (#9860) ... * server : remove self-extend ggml-ci * server : fix context limit check to use slot.n_past ggml-ci	2024-10-12 16:06:31 +03:00
Georgi Gerganov	95c76e8e92	server : remove legacy system_prompt feature (#9857) ... * server : remove legacy system_prompt feature ggml-ci * readme : update [no ci] * server : fix non-transformer logic + remove response from /props	2024-10-12 14:51:54 +03:00
Georgi Gerganov	11ac9800af	llama : improve infill support and special token detection (#9798) ... * llama : improve infill support ggml-ci * llama : add more FIM token strings ggml-ci * server : update prompt on slot restore (#9800) * gguf : deprecate old FIM token KVs	2024-10-12 08:21:51 +03:00
Diego Devesa	7eee341bee	common : use common_ prefix for common library functions (#9805) ... * common : use common_ prefix for common library functions --------- Co-authored-by: Georgi Gerganov <ggerganov@gmail.com>	2024-10-10 22:57:42 +02:00
Diego Devesa	0e9f760eb1	rpc : add backend registry / device interfaces (#9812) ... * rpc : add backend registry / device interfaces * llama : add llama_supports_rpc API * ggml_backend_rpc_start_rpc_server -> ggml_backend_rpc_start_server	2024-10-10 20:14:55 +02:00
Xuan Son Nguyen	458367a906	server : better security control for public deployments (#9776) ... * server : more explicit endpoint access settings * protect /props endpoint * fix tests * update server docs * fix typo * fix tests	2024-10-08 13:27:04 +02:00
Georgi Gerganov	8c475b97b8	rerank : use [SEP] token instead of [BOS] (#9737) ... * rerank : use [SEP] token instead of [BOS] ggml-ci * common : sanity check for non-NULL tokens ggml-ci * ci : adjust rank score interval ggml-ci * ci : add shebang to run.sh ggml-ci	2024-10-05 15:55:04 +03:00
Daniel Kleine	133c7b46b3	Fixed RNG seed docs (#9723) ... * Update README.md fixed RNG seed info * changed print format to unsigned	2024-10-04 10:54:44 +02:00
Ruchira Hasaranga	8277a817f1	console : utf-8 fix for windows stdin (#9690) ... * utf-8 fix for windows stdin * Update common/console.cpp --------- Co-authored-by: Georgi Gerganov <ggerganov@gmail.com>	2024-09-30 11:23:42 +03:00
matiaslin	faac0bae26	common : ensure llama_batch size does not exceed max size (#9668) ... A crash was observed when the number of tokens added to a batch exceeds llama_batch size. An assertion in llama_batch_add was added to protect against llama_batch size overflow.	2024-09-29 15:25:00 +03:00
Georgi Gerganov	f4d2b8846a	llama : add reranking support (#9510) ... * py : add XLMRobertaForSequenceClassification [no ci] * py : fix scalar-tensor conversion [no ci] * py : fix position embeddings chop [no ci] * llama : read new cls tensors [no ci] * llama : add classigication head (wip) [no ci] * llama : add "rank" pooling type ggml-ci * server : add rerank endpoint ggml-ci * llama : aboud ggml_repeat during classification * rerank : cleanup + comments * server : accept /rerank endpoint in addition to /v1/rerank [no ci] * embedding : parse special tokens * jina : support v1 reranker * vocab : minor style ggml-ci * server : initiate tests for later ggml-ci * server : add docs * llama : add comment [no ci] * llama : fix uninitialized tensors * ci : add rerank tests ggml-ci * add reranking test * change test data * Update examples/server/server.cpp Co-authored-by: Xuan Son Nguyen <thichthat@gmail.com> * add `--reranking` argument * update server docs * llama : fix comment [no ci] ggml-ci --------- Co-authored-by: Xuan Son Nguyen <son@huggingface.co> Co-authored-by: Xuan Son Nguyen <thichthat@gmail.com>	2024-09-28 17:42:03 +03:00
Xuan Son Nguyen	afbbfaa537	server : add more env vars, improve gen-docs (#9635) ... * server : add more env vars, improve gen-docs * update server docs * LLAMA_ARG_NO_CONTEXT_SHIFT	2024-09-25 14:05:13 +02:00
Georgi Gerganov	cea1486ecf	log : add CONT level for continuing previous log entry (#9610)	2024-09-24 10:15:35 +03:00
Georgi Gerganov	b0f27361f3	sampling : avoid expensive softmax during greedy sampling (#9605) ... * sampling : avoid expensive softmax during greedy sampling ggml-ci * speculative : fix default RNG seed + set sparams.n_probs * Update tests/test-sampling.cpp Co-authored-by: slaren <slarengh@gmail.com> * sampling : add clarifying comment [no ci] --------- Co-authored-by: slaren <slarengh@gmail.com>	2024-09-24 09:03:17 +03:00
Xuan Son Nguyen	0b3bf966f4	server : add --no-context-shift option (#9607) ... * server : add --no-context-shift option * small fix * Update examples/server/tests/features/embeddings.feature Co-authored-by: Georgi Gerganov <ggerganov@gmail.com> * tests : minor fix * revert usage of GGML_ASSERT * update server documentation --------- Co-authored-by: Georgi Gerganov <ggerganov@gmail.com>	2024-09-23 22:23:54 +02:00
Bert Wagner	8b836ae731	arg : add env variable for parallel (#9513) ... * add env variable for parallel * Update README.md with env: LLAMA_ARG_N_PARALLEL	2024-09-17 16:35:38 +03:00
Vinesh Janarthanan	441b72b91f	main : option to disable context shift (#9484) ... * added cli arg to disable context shift * reverted precommit * updated README.md for main * white space * allow disabling context shift in the server * Update common/arg.cpp no-context-shift only works for main example Co-authored-by: Georgi Gerganov <ggerganov@gmail.com> * added server example to --no-context-shift args * removed server changes * white space --------- Co-authored-by: Georgi Gerganov <ggerganov@gmail.com>	2024-09-16 09:20:01 +03:00
Georgi Gerganov	6262d13e0b	common : reimplement logging (#9418) ... https://github.com/ggerganov/llama.cpp/pull/9418	2024-09-15 20:46:12 +03:00
Georgi Gerganov	0abc6a2c25	llama : llama_perf + option to disable timings during decode (#9355) ... * llama : llama_perf + option to disable timings during decode ggml-ci * common : add llama_arg * Update src/llama.cpp Co-authored-by: Xuan Son Nguyen <thichthat@gmail.com> * perf : separate functions in the API ggml-ci * perf : safer pointer handling + naming update ggml-ci * minor : better local var name * perf : abort on invalid sampler pointer ggml-ci --------- Co-authored-by: Xuan Son Nguyen <thichthat@gmail.com>	2024-09-13 09:53:38 +03:00
Ahmad Tameem	2b00fa7997	riscv : modify Makefile and add a RISCV_VECT to print log info (#9442) ... - Added ggml_cpu_has_riscv_v() in GGML to print system info in log - Modified Makefile to only use flag when cross compiling for RISC-V	2024-09-12 14:24:31 +03:00
Farbod Bijary	67155ab7f5	feat: Implements retrying logic for downloading models using --model-url flag (#9255) ... * feat: Implements retrying logic for downloading models using --model-url flag * Update common/common.cpp Co-authored-by: Xuan Son Nguyen <thichthat@gmail.com> * Update common/common.cpp Co-authored-by: Xuan Son Nguyen <thichthat@gmail.com> * apply comments * implements a retry function to avoid duplication * fix editorconfig * change function name --------- Co-authored-by: farbod <farbod.bjary82@gmail.com> Co-authored-by: Xuan Son Nguyen <thichthat@gmail.com> Co-authored-by: slaren <slarengh@gmail.com> Co-authored-by: Xuan Son Nguyen <son@huggingface.co>	2024-09-11 11:22:37 +02:00
Xuan Son Nguyen	6cd4e03444	arg : bring back missing ifdef (#9411) ... * arg : bring back missing ifdef * replace with llama_supports_gpu_offload	2024-09-10 22:41:29 +02:00
matteo	8d300bd35f	enable --special arg for llama-server (#9419) ... Co-authored-by: matteo serva <matteo.serva@gmail.com>	2024-09-10 22:40:59 +02:00
slaren	49006c67b4	llama : move random seed generation to the samplers (#9398) ... * llama_sampler_penalties : clamp penalty_last_n to zero	2024-09-10 18:04:25 +02:00
Xuan Son Nguyen	bfe76d4a17	common : move arg parser code to arg.cpp (#9388) ... * common : move arg parser to arg.cpp * better categorize args * add cmake * missing climits * missing cstdarg * common : more explicit includes * fix build * refactor gpt_params_parse * update server readme * fix test --------- Co-authored-by: Georgi Gerganov <ggerganov@gmail.com>	2024-09-09 23:36:09 +02:00
Xuan Son Nguyen	3f7ccfd649	common : bring back missing args, add env var duplication check (#9375) ... * common : bring back missing args * move duplication check to test-arg-parser * add check for duplicated env var * correct default values	2024-09-08 18:08:55 +02:00
slaren	a249843d89	common : restore --n-gpu-layers (#9371)	2024-09-08 16:44:42 +02:00
Xuan Son Nguyen	00b02bb249	imatrix : fix arg parser for imatrix (#9366) ... * imatrix : fix arg parser * beautify printing first arg	2024-09-08 12:12:17 +02:00
Georgi Gerganov	f12295b8a9	llama : fix empty ring buffer push (#9358)	2024-09-08 00:33:33 +03:00
Georgi Gerganov	faf69d4237	llama : sanitize invalid tokens (#9357) ... * common : do not add null tokens during warmup ggml-ci * llama : check that the input tokens are valid ggml-ci * tests : fix batch size of bert model ggml-ci	2024-09-08 00:33:13 +03:00