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