Commit Graph

912 Commits

Author SHA1 Message Date
Georgi Gerganov fb85a288d7 vocab : fix build (#14175)
ggml-ci
2025-06-13 20:03:05 +03:00
Guy Goldenberg 3cfbbdb44e Merge commit from fork
* vocab : prevent integer overflow during load

* Add static cast and GGML_ABORT

---------

Co-authored-by: Georgi Gerganov <ggerganov@gmail.com>
2025-06-13 19:20:25 +03:00
Georgi Gerganov 80709b70a2 batch : add LLAMA_BATCH_DEBUG environment variable (#14172)
* batch : add LLAMA_BATCH_DEBUG environment variable

ggml-ci

* cont : improve seq_id display
2025-06-13 18:35:00 +03:00
Concedo 4204f111f7 Merge commit '8f47e25f56e9792093b7497c68e9f80bab82ed19' into concedo_experimental
# Conflicts:
#	.github/labeler.yml
#	.github/workflows/build-linux-cross.yml
#	docs/backend/CANN.md
#	examples/batched.swift/Sources/main.swift
#	examples/embedding/embedding.cpp
#	examples/gritlm/gritlm.cpp
#	examples/llama.android/llama/src/main/cpp/llama-android.cpp
#	examples/llama.swiftui/llama.cpp.swift/LibLlama.swift
#	examples/lookahead/lookahead.cpp
#	examples/lookup/lookup.cpp
#	examples/parallel/parallel.cpp
#	examples/passkey/passkey.cpp
#	examples/retrieval/retrieval.cpp
#	examples/save-load-state/save-load-state.cpp
#	examples/simple-chat/simple-chat.cpp
#	examples/speculative-simple/speculative-simple.cpp
#	examples/speculative/speculative.cpp
#	ggml/src/ggml-cann/common.h
#	ggml/src/ggml-cann/ggml-cann.cpp
#	ggml/src/ggml-sycl/convert.cpp
#	ggml/src/ggml-sycl/cpy.cpp
#	ggml/src/ggml-sycl/dequantize.hpp
#	ggml/src/ggml-sycl/ggml-sycl.cpp
#	ggml/src/ggml-sycl/mmvq.cpp
#	ggml/src/ggml-sycl/vecdotq.hpp
#	tools/batched-bench/batched-bench.cpp
#	tools/cvector-generator/cvector-generator.cpp
#	tools/imatrix/imatrix.cpp
#	tools/llama-bench/llama-bench.cpp
#	tools/perplexity/perplexity.cpp
#	tools/run/run.cpp
2025-06-13 22:05:03 +08:00
Georgi Gerganov 60c666347b batch : rework llama_batch_allocr (#14153)
* batch : rework llama_batch_allocr

ggml-ci

* cont : move validation inside class

ggml-ci

* cont : move output counting to class

ggml-ci

* cont : minor

ggml-ci

* batch : add TODOs

ggml-ci
2025-06-13 13:47:55 +03:00
Đinh Trọng Huy d714dadb57 pooling : make cls_b and cls_out_b optional (#14165)
Co-authored-by: dinhhuy <huy.dinh@brains-tech.co.jp>
2025-06-13 11:34:08 +03:00
Georgi Gerganov c33fe8b8c4 vocab : prevent heap overflow when vocab is too small (#14145)
ggml-ci
2025-06-13 08:03:54 +03:00
Georgi Gerganov f6e1a7aa87 context : simplify output counting logic during decode (#14142)
* batch : remove logits_all flag

ggml-ci

* context : simplify output counting logic during decode

ggml-ci

* cont : fix comments
2025-06-12 11:50:01 +03:00
Georgi Gerganov c3ee46fab4 batch : remove logits_all flag (#14141)
ggml-ci
2025-06-12 11:49:26 +03:00
Georgi Gerganov 9596506965 kv-cache : fix split_equal handling in unified implementation (#14130)
ggml-ci
2025-06-12 10:02:15 +03:00
compilade a20b2b05bc context : round n_tokens to next multiple of n_seqs when reserving (#14140)
This fixes RWKV inference which otherwise failed
when the worst case ubatch.n_seq_tokens rounded to 0.
2025-06-12 02:56:04 -04:00
Georgi Gerganov 89a184fa71 kv-cache : relax SWA masking condition (#14119)
ggml-ci
2025-06-11 16:48:45 +03:00
Georgi Gerganov 7ae2932116 kv-cache : add LLAMA_KV_CACHE_DEBUG environment variable (#14121) 2025-06-11 12:52:45 +03:00
compilade dad5c44398 kv-cache : avoid modifying recurrent cells when setting inputs (#13834)
* kv-cache : avoid modifying recurrent cells when setting inputs

* kv-cache : remove inp_s_mask

It was replaced with equivalent and simpler functionality
with rs_z (the first zeroed state) and the already-existing inp_s_copy.

* kv-cache : fix non-consecutive token pos warning for recurrent models

The problem was apparently caused by how the tail cells were swapped.

* graph : simplify logic for recurrent state copies

* kv-cache : use cell without src refs for rs_z in recurrent cache

* llama-graph : fix recurrent state copy

The `state_copy` shuffle assumes everything is moved at once,
which is not true when `states_extra` is copied back to the cache
before copying the range of states between `head` and `head + n_seqs`.
This is only a problem if any of the cells in [`head`, `head + n_seqs`)
have an `src` in [`head + n_seqs`, `head + n_kv`),
which does happen when `n_ubatch > 1` in the `llama-parallel` example.

Changing the order of the operations avoids the potential overwrite
before use, although when copies are avoided (like with Mamba2),
this will require further changes.

* llama-graph : rename n_state to state_size in build_recurrent_state

This naming should reduce confusion between the state size
and the number of states.
2025-06-10 18:20:14 -04:00
Sigbjørn Skjæret 3678b838bb llama : support GEGLU for jina-bert-v2 (#14090) 2025-06-10 18:02:08 +02:00
Georgi Gerganov 40cbf571c9 kv-cache : fix shift and defrag logic (#14081)
* kv-cache : fix shift

ggml-ci

* cont : reset shift[i]

ggml-ci

* cont : fix defrag erasing cells that didn't move

ggml-ci
2025-06-09 23:04:35 +03:00
Concedo 7d8aa31f1f fixed embeddings, added new parameter to limit max embeddings context 2025-06-10 01:11:55 +08:00
Georgi Gerganov 201b31dc2e graph : fix geglu (#14077)
ggml-ci
2025-06-09 17:17:31 +03:00
Đinh Trọng Huy 91a8ee6a6f add geglu activation function (#14074)
Co-authored-by: dinhhuy <huy.dinh@brains-tech.co.jp>
2025-06-09 05:15:31 +01:00
Sigbjørn Skjæret 0974ad7a7c llama : fix llama_model_chat_template with template name (LLM_KV with suffix) (#14050) 2025-06-07 14:13:12 +02:00
Georgi Gerganov 745aa5319b llama : deprecate llama_kv_self_ API (#14030)
* llama : deprecate llama_kv_self_ API

ggml-ci

* llama : allow llama_memory_(nullptr)

ggml-ci

* memory : add flag for optional data clear in llama_memory_clear

ggml-ci
2025-06-06 14:11:15 +03:00
Georgi Gerganov 487a5e0401 context : fix SWA-related warning for multiple sequences (#14045) 2025-06-06 13:29:18 +03:00
Concedo d18938fc70 fixed build 2025-06-06 18:05:44 +08:00
Concedo d33c88b1f4 Merge branch 'upstream' into concedo_experimental
# Conflicts:
#	README.md
#	ci/run.sh
#	examples/embedding/embedding.cpp
#	ggml/CMakeLists.txt
#	ggml/src/CMakeLists.txt
#	src/CMakeLists.txt
2025-06-06 17:56:51 +08:00
Sigbjørn Skjæret d17a809ef0 llama : support multiple classifier outputs and labels (#13940) 2025-06-06 09:03:25 +02:00
Georgi Gerganov 7f37b6cf1e memory : migrate from llama_kv_cache to more generic llama_memory (#14006)
* memory : merge llama_kv_cache into llama_memory + new `llama_memory` API

ggml-ci

* context : fix casts

ggml-ci
2025-06-05 15:29:22 +03:00
Diego Devesa 3a077146a4 llama : allow using mmap without PrefetchVirtualMemory, apply GGML_WIN_VER to llama.cpp sources (#14013) 2025-06-05 11:57:42 +02:00
Sigbjørn Skjæret 9f47fa5792 vocab : warn about missing mask token (#14022) 2025-06-05 09:29:18 +02:00
Georgi Gerganov 9e31bec4fd context : fix pos_min initialization upon error decode (#14008)
ggml-ci
2025-06-05 09:06:29 +03:00
Concedo bc89b465a8 Merge branch 'upstream' into concedo_experimental
# Conflicts:
#	.github/workflows/build.yml
#	.github/workflows/release.yml
#	.github/workflows/server.yml
#	README.md
#	docs/build.md
#	docs/install.md
#	ggml/src/ggml-cpu/CMakeLists.txt
#	ggml/src/ggml-opencl/CMakeLists.txt
#	ggml/src/ggml-opencl/ggml-opencl.cpp
#	ggml/src/ggml-sycl/ggml-sycl.cpp
#	ggml/src/ggml-sycl/mmvq.cpp
#	ggml/src/ggml-sycl/vecdotq.hpp
#	tests/test-backend-ops.cpp
#	tests/test-chat.cpp
2025-06-05 11:03:34 +08:00
Georgi Gerganov 3e63a58ef7 kv-cache : refactor the update/defrag mechanism (#13988)
* kv-cache : refactor update mechanism

ggml-ci

* memory : improve status handling

* defrag : reset head + add comments

ggml-ci

* cont : minor fixes

ggml-ci
2025-06-04 18:58:20 +03:00
Xuan-Son Nguyen 3ac67535c8 llama-graph : use ggml_repeat_4d (#13998) 2025-06-04 10:11:26 +02:00
Georgi Gerganov e0e806f52e kv-cache : fix unified::seq_rm to work with seq_id < 0 (#13985)
ggml-ci
2025-06-04 09:50:32 +03:00
Georgi Gerganov 5582c49c39 gemma : more consistent attention scaling for v2 and v3 (#13951)
* gemma : fix attn scale for 27B

* cont : apply scale before attn

* cont : consistent attention scaling
2025-06-02 20:54:26 +03:00
Concedo b42b618897 Merge branch 'upstream' into concedo_experimental
# Conflicts:
#	README.md
#	examples/parallel/parallel.cpp
#	ggml/src/CMakeLists.txt
#	ggml/src/ggml-blas/CMakeLists.txt
#	ggml/src/ggml-sycl/CMakeLists.txt
#	ggml/src/gguf.cpp
#	scripts/sync-ggml.last
#	tests/test-gguf.cpp
2025-06-02 23:26:43 +08:00
Concedo 5e667659ec Merge commit '0fc16b42e8793364918e830c234c1f3caec29dae' into concedo_experimental
# Conflicts:
#	src/CMakeLists.txt
#	src/llama-kv-cache.cpp
2025-06-02 23:14:23 +08:00
Concedo 6ce85c54d6 not working correctly 2025-06-02 22:12:10 +08:00
Sigbjørn Skjæret 5e1c3aed40 convert : fix nomic-bert-moe mask token (#13757) 2025-06-01 18:07:21 +02:00
Georgi Gerganov 0fc16b42e8 kv-cache : split implementation in separate sources (#13920)
ggml-ci
2025-06-01 11:39:27 +03:00
Georgi Gerganov 803f8baf4f llama : deprecate explicit kv_self defrag/update calls (#13921)
ggml-ci
2025-05-31 15:58:33 +03:00
Georgi Gerganov 3600cc2886 llama : use n_swa + n_ubatch cells for SWA cache (#13833)
* llama : use n_swa + n_ubatch cells for SWA cache

ggml-ci

* llama : add warning about multi-sqeuence SWA contexts
2025-05-31 15:57:44 +03:00
Georgi Gerganov 3f55f781f1 llama : auto-batch preparation (#13845)
* llama : auto-batch

ggml-ci

* context : simplify if branching
2025-05-31 12:55:57 +03:00
Georgi Gerganov 12d0188c0d kv-cache : refactor + add llama_memory_state_i (#13746)
* kv-cache : simplify the "struct llama_kv_cache" interface

ggml-ci

* kv-cache : revert the (n_swa + n_ubatch) change (for next PR)

ggml-ci

* kv-cache : some comments

ggml-ci

* context : fix graph reserve for multiple sequences

ggml-ci

* kv-cache : fix typo [no ci]

* kv-cache : fix find_slot() logic for free slots

ggml-ci

* llama : add TODO for deprecating the defrag API in the future

* kv-cache : improve find_slot() using min/max seq pos info

ggml-ci

* llama : handle aborts and compute errors

ggml-ci

* memory : extract state into llama_memory_state

ggml-ci

* kv-cache : add comments

ggml-ci

* server : update batching logic to reset n_batch on successful decode

* server : upon full re-processing, remove the sequence from the cache

* kv-cache : add TODO for doing split_equal when split_simple fails

ggml-ci
2025-05-31 10:24:04 +03:00
Concedo b08dca65ed Merge branch 'upstream' into concedo_experimental
# Conflicts:
#	common/CMakeLists.txt
#	common/arg.cpp
#	common/chat.cpp
#	examples/parallel/README.md
#	examples/parallel/parallel.cpp
#	ggml/cmake/common.cmake
#	ggml/src/CMakeLists.txt
#	ggml/src/ggml-cpu/CMakeLists.txt
#	ggml/src/ggml-sycl/ggml-sycl.cpp
#	ggml/src/ggml-sycl/rope.cpp
#	models/ggml-vocab-bert-bge.gguf.inp
#	models/ggml-vocab-bert-bge.gguf.out
#	models/ggml-vocab-command-r.gguf.inp
#	models/ggml-vocab-command-r.gguf.out
#	models/ggml-vocab-deepseek-coder.gguf.inp
#	models/ggml-vocab-deepseek-coder.gguf.out
#	models/ggml-vocab-deepseek-llm.gguf.inp
#	models/ggml-vocab-deepseek-llm.gguf.out
#	models/ggml-vocab-falcon.gguf.inp
#	models/ggml-vocab-falcon.gguf.out
#	models/ggml-vocab-gpt-2.gguf.inp
#	models/ggml-vocab-gpt-2.gguf.out
#	models/ggml-vocab-llama-bpe.gguf.inp
#	models/ggml-vocab-llama-bpe.gguf.out
#	models/ggml-vocab-llama-spm.gguf.inp
#	models/ggml-vocab-llama-spm.gguf.out
#	models/ggml-vocab-mpt.gguf.inp
#	models/ggml-vocab-mpt.gguf.out
#	models/ggml-vocab-phi-3.gguf.inp
#	models/ggml-vocab-phi-3.gguf.out
#	models/ggml-vocab-qwen2.gguf.inp
#	models/ggml-vocab-qwen2.gguf.out
#	models/ggml-vocab-refact.gguf.inp
#	models/ggml-vocab-refact.gguf.out
#	models/ggml-vocab-starcoder.gguf.inp
#	models/ggml-vocab-starcoder.gguf.out
#	requirements/requirements-gguf_editor_gui.txt
#	tests/CMakeLists.txt
#	tests/test-chat.cpp
#	tests/test-grammar-integration.cpp
#	tests/test-json-schema-to-grammar.cpp
#	tools/mtmd/CMakeLists.txt
#	tools/run/run.cpp
#	tools/server/CMakeLists.txt
2025-05-31 13:04:21 +08:00
Concedo c987abf9f5 Merge commit '763d06edb7dd5094ea58bad1d81e2e8d35033e34' into concedo_experimental
# Conflicts:
#	.github/workflows/build-linux-cross.yml
#	ggml/CMakeLists.txt
#	ggml/src/ggml-cann/CMakeLists.txt
#	ggml/src/ggml-opencl/CMakeLists.txt
#	ggml/src/ggml-opencl/ggml-opencl.cpp
#	ggml/src/ggml-vulkan/CMakeLists.txt
#	tools/mtmd/CMakeLists.txt
#	tools/mtmd/clip.cpp
#	tools/mtmd/mtmd.cpp
#	tools/server/CMakeLists.txt
2025-05-31 12:44:18 +08:00
Đinh Trọng Huy 291f2b6913 llama : add support for DistilBert (#13907)
* add distilbert

* small fixes

* add note for LLM_ARCH_DISTIL_BERT

* Use MODEL_ARCH.BERT for DistilBert

---------

Co-authored-by: dinhhuy <huy.dinh@brains-tech.co.jp>
2025-05-30 11:56:02 +02:00
zhangkaihuo 2c90da4c7e llama : use llm_build_granite for minicpm (#13911) 2025-05-30 10:31:48 +02:00
Sigbjørn Skjæret e83ba3e460 llama : add support for jina-reranker-v2 (#13900) 2025-05-29 21:42:31 +02:00
Sigbjørn Skjæret 6385b843a8 llama : add RobertaForSequenceClassification reranker support (#13875) 2025-05-29 08:15:01 +02:00
Xuan-Son Nguyen 763d06edb7 llama : fix KV shift for qwen2vl (#13870)
* llama : fix KV shift for qwen2vl

* add ref to the PR
2025-05-28 22:35:31 +02:00