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localai-org-maint-botandmudler 2d55aafb86 chore: ⬆️ Update ggml-org/llama.cpp to 58367713a6935c0810103378144008df32e3d5db (#12197) 
⬆️ Update ggml-org/llama.cpp

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 2026-09-22 12:57:00 +02:00
localai-org-maint-botandmudler 937d19545d chore: ⬆️ Update ikawrakow/ik_llama.cpp to baac291dc9d531927760b48451d8dfcb63b6adec (#12192) 
⬆️ Update ikawrakow/ik_llama.cpp

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 2026-09-22 09:08:03 +02:00
localai-org-maint-botandmudler c7820cd4df chore: ⬆️ Update PrismML-Eng/llama.cpp to 01ae597e3f7d4742909e1e831abb12fe3d24b2cf (#12195) 
⬆️ Update PrismML-Eng/llama.cpp

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 2026-09-22 09:07:50 +02:00
localai-org-maint-botandmudler 1a04ca3fbf chore: ⬆️ Update 0xShug0/audio.cpp to 17cc8980e9c8f8073796aead8a91c809511cbab1 (#12199) 
⬆️ Update 0xShug0/audio.cpp

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 2026-09-22 09:07:05 +02:00
localai-org-maint-botandmudler 728e08c6c2 chore: ⬆️ Update ggml-org/llama.cpp to ce8caa6e60a03093351d6016a818720e0d46f0fb (#12177) 
⬆️ Update ggml-org/llama.cpp

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 2026-09-21 15:46:22 +02:00
localai-org-maint-botandmudler 08158a5c4d chore: ⬆️ Update 0xShug0/audio.cpp to e3de8e3f3cbfac55ffa58df71426c41550a8598b (#12176) 
⬆️ Update 0xShug0/audio.cpp

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 2026-09-21 10:11:15 +02:00
localai-org-maint-botandmudler 276d376575 chore: ⬆️ Update ikawrakow/ik_llama.cpp to 9cba2e3874df6f598fd339c4c6c7d5fc2b44645b (#12174) 
⬆️ Update ikawrakow/ik_llama.cpp

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 2026-09-21 09:05:25 +02:00
localai-org-maint-botandmudler 515590998a chore: ⬆️ Update antirez/ds4 to 0aaea5a238fb41a35106a551e73c8409dfb751ac (#12168) 
⬆️ Update antirez/ds4

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 2026-09-21 08:26:08 +02:00
localai-org-maint-botandmudler 19a66fd898 chore: ⬆️ Update ggml-org/llama.cpp to e613ef2c81bae98d59850d061ac29e6e3e88cb00 (#12157) 
⬆️ Update ggml-org/llama.cpp

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 2026-09-20 22:00:45 +02:00
localai-org-maint-botandmudler 416847e20d chore: ⬆️ Update PrismML-Eng/llama.cpp to 9a9394a895b96003ca842a6041cb28ac49a108f7 (#12114) 
⬆️ Update PrismML-Eng/llama.cpp

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 2026-09-20 12:35:49 +02:00
localai-org-maint-botandmudler 1678129e91 chore: ⬆️ Update 0xShug0/audio.cpp to a7b58a6d3d6ae4143c485266b1c6c09898ad8c72 (#12150) 
⬆️ Update 0xShug0/audio.cpp

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 2026-09-20 12:32:09 +02:00
localai-org-maint-botandmudler 8ef96e692e chore: ⬆️ Update ikawrakow/ik_llama.cpp to 401a09d2f534d2eeabb0a37919ebc5a2cbc56ac6 (#12151) 
⬆️ Update ikawrakow/ik_llama.cpp

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 2026-09-20 12:31:35 +02:00
localai-org-maint-botandmudler 8b01583e70 chore: ⬆️ Update 0xShug0/audio.cpp to a074d6b8cdb16b89cd028876e83629a538d49b9a (#12125) 
⬆️ Update 0xShug0/audio.cpp

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 2026-09-19 09:29:01 +02:00
localai-org-maint-botandmudler e7d295e5f1 chore: ⬆️ Update ggml-org/llama.cpp to 50631b3d2c569ad8e5c112090cd28570b1268ee0 (#12129) 
⬆️ Update ggml-org/llama.cpp

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 2026-09-19 09:28:28 +02:00
localai-org-maint-botandmudler 99682b768e chore: ⬆️ Update ikawrakow/ik_llama.cpp to 2ae132fa601ea06818ed3584f50f7eb4f72d4967 (#12131) 
⬆️ Update ikawrakow/ik_llama.cpp

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 2026-09-19 09:28:06 +02:00
localai-org-maint-botandmudler e73c67f592 chore: ⬆️ Update 0xShug0/audio.cpp to f2b4937306daa25f5c78520f3c626ed31495a37a (#12086) 
⬆️ Update 0xShug0/audio.cpp

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 2026-09-18 09:00:08 +02:00
localai-org-maint-botandmudler a5565badf1 chore: ⬆️ Update ikawrakow/ik_llama.cpp to dc31024448b8f18eac0cd5c2e200b6c7e015ef7a (#12088) 
⬆️ Update ikawrakow/ik_llama.cpp

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 2026-09-18 08:57:43 +02:00
localai-org-maint-botandmudler 11e0b70c3c chore: ⬆️ Update ggml-org/llama.cpp to 972d2313bc0bf0a45f634f77d95c9fb03aeab12c (#12090) 
⬆️ Update ggml-org/llama.cpp

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 2026-09-18 08:52:34 +02:00
localai-org-maint-botandmudler 1be130880c chore: ⬆️ Update antirez/ds4 to 8db1d1d155cb0400a86a86b9c62d0defb3a6148b (#12093) 
⬆️ Update antirez/ds4

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 2026-09-17 08:10:41 +02:00
localai-org-maint-botandmudler 43e89ae552 chore: ⬆️ Update PrismML-Eng/llama.cpp to 7dffb158de30ebb8ef9d64f33c6b0b2d7c1e6313 (#12072) 
⬆️ Update PrismML-Eng/llama.cpp

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 2026-09-16 19:39:48 +02:00
localai-org-maint-botandmudler 456a77e155 chore: ⬆️ Update ggml-org/llama.cpp to 38a5b42d9a3e82e0a586bcd1caed121f36c87a73 (#12075) 
⬆️ Update ggml-org/llama.cpp

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 2026-09-16 19:39:32 +02:00
localai-org-maint-botandmudler bca37c1678 chore: ⬆️ Update 0xShug0/audio.cpp to 4af143229384fb6da3f373dc87de145ae954609b (#12073) 
⬆️ Update 0xShug0/audio.cpp

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 2026-09-16 08:55:32 +02:00
localai-org-maint-botandmudler e7a382a7a3 chore: ⬆️ Update ikawrakow/ik_llama.cpp to d85a1d7e91e5bc2f83a796542a8d5c436d32c99f (#12078) 
⬆️ Update ikawrakow/ik_llama.cpp

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 2026-09-16 08:27:20 +02:00
localai-org-maint-botandmudler 790c53fa27 chore: ⬆️ Update ggml-org/llama.cpp to 96ffdc41ceb055e1c2d3d96667ae6d9f0ccb710b (#12057) 
⬆️ Update ggml-org/llama.cpp

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 2026-09-15 09:01:50 +02:00
localai-org-maint-botandmudler 287e425c64 chore: ⬆️ Update PrismML-Eng/llama.cpp to 6ac5eb087009a762a3f61876f7dc152bc8600bf4 (#12055) 
⬆️ Update PrismML-Eng/llama.cpp

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 2026-09-15 09:01:39 +02:00
localai-org-maint-botandmudler d1ad8a600f chore: ⬆️ Update antirez/ds4 to 9139e2ae58a41503968a500f36f75895c1ba63fc (#12062) 
⬆️ Update antirez/ds4

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 2026-09-15 01:05:54 +02:00
localai-org-maint-botandmudler 97660b19b9 chore: ⬆️ Update 0xShug0/audio.cpp to 582a63ca8b6f76235f1b8636e734930218c78c05 (#12056) 
⬆️ Update 0xShug0/audio.cpp

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 2026-09-15 00:57:55 +02:00
localai-org-maint-botandmudler b64b210999 chore: ⬆️ Update ikawrakow/ik_llama.cpp to 7434a014237e55b2e0d36edc2ace6acfb82fea1c (#12052) 
⬆️ Update ikawrakow/ik_llama.cpp

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 2026-09-15 00:57:28 +02:00
localai-org-maint-botmudlerEttore Di Giacinto
 		f9dab888fe chore: ⬆️ Update TheTom/llama-cpp-turboquant to 407f3237bfb3eeaff61546797de3d8c1a96be748 (#12003) 
* ⬆️ Update TheTom/llama-cpp-turboquant

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* fix(turboquant): follow renamed RPC server target

The pinned TurboQuant fork now exposes the RPC server as
ggml-rpc-server. Build that target and copy its renamed artifact while
preserving LocalAI's packaged turboquant-rpc-server name.

Assisted-by: Codex:gpt-5
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>

---------

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Co-authored-by: Ettore Di Giacinto <mudler@localai.io>
 2026-09-14 14:07:29 +00:00
localai-org-maint-botmudlerEttore Di Giacinto
 		9c157b88bb chore: ⬆️ Update PrismML-Eng/llama.cpp to d8f26eec76da6d09bb708bcba51ef64b8cd868a3 (#12005) 
* ⬆️ Update PrismML-Eng/llama.cpp

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* fix(bonsai): follow updated fork APIs

The updated PrismML fork implements common_json_error directly, so preserve the shared gRPC source instead of rewriting it to the removed nlohmann exception type. Build and copy the renamed ggml-rpc-server target as well.

Assisted-by: Codex:gpt-5

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>

---------

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Co-authored-by: Ettore Di Giacinto <mudler@localai.io>
 2026-09-14 13:40:14 +00:00
localai-org-maint-botmudlerEttore Di Giacinto
 		6ca6a073e9 chore: ⬆️ Update ggml-org/llama.cpp to 5f436dddb440a288ee5611d7d1eca564a6aca9f4 (#12008) 
* ⬆️ Update ggml-org/llama.cpp

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* fix(llama-cpp): disable PCH for SYCL builds

IntelLLVM cannot bundle the precompiled headers introduced by the latest
llama.cpp update. Disable PCH for both SYCL variants while retaining it
for the other backends.

Assisted-by: Codex:gpt-5
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>

---------

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Co-authored-by: Ettore Di Giacinto <mudler@localai.io>
 2026-09-14 13:27:38 +00:00
localai-org-maint-botmudlerEttore Di Giacinto
 		c50b46996c chore: ⬆️ Update antirez/ds4 to a04f46fa423e45712c8c7e430eff422479f314a3 (#12013) 
* ⬆️ Update antirez/ds4

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* fix(ds4): link engram support in GPU builds

The bumped ds4 engine moved DeepSeek v4.1 engram helpers into a new object. Build and link that object for CUDA and Metal while retaining the upstream CPU object set.

Assisted-by: Codex:gpt-5
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>

---------

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Co-authored-by: Ettore Di Giacinto <mudler@localai.io>
 2026-09-14 15:24:31 +02:00
localai-org-maint-botandmudler cf89296559 chore: ⬆️ Update 0xShug0/audio.cpp to ff1bcc4555ff99c4383329b0b21b52a18cc8b3cd (#12033) 
⬆️ Update 0xShug0/audio.cpp

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 2026-09-14 14:36:15 +02:00
localai-org-maint-botandmudler 1842aff2c5 chore: ⬆️ Update 0xShug0/audio.cpp to 5ba81ac54fb071b835680973f8868546b4db372b (#12010) 
⬆️ Update 0xShug0/audio.cpp

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 2026-09-13 09:15:47 +02:00
Ettore Di Giacinto 43c54bc9ba fix(llama-cpp): stop a generation whose stream is gone 
grpc::ServerWriter::Write() returns false once the peer is gone, and
PredictStream ignored that result at every call site. The handler kept
pulling decoded tokens and writing them into a dead stream, so the
llama.cpp slot stayed busy until the generation ended on its own terms.

A model configured with max_tokens 0 and a large context ends on its own
terms only at the context limit. On a 35B model at ~41 t/s a 120k context
is about fifty minutes, and a slot held that long is a slot every other
request for that model queues behind. Two abandoned requests were enough
to make a node with free VRAM and a healthy control plane serve nothing:
new requests timed out waiting for a slot, each timeout abandoned another
generation, and the node fell further behind the longer it ran.

Track the peer instead. The first failed write retires it for good, since
a stream never recovers, and the RPC's own cancellation flag folds into
the same predicate so the loop has one condition to test. Returning early
is what frees the slot: ~server_response_reader() posts
SERVER_TASK_TYPE_CANCEL for whatever is still decoding.

TTSStream already checked Write(); this brings PredictStream in line.
Cancellation stays cooperative and is checked between decoded results, so
a batch already in flight may finish before the request stops.

Assisted-by: Claude:claude-opus-5
 2026-09-11 23:13:32 +00:00
Ettore Di Giacinto db09452d54 feat(tts): support multi-reference personalities 
Saved profiles previously resolved to one audio path and transcript, so
cloning backends could not use several examples of one personality.

Store ordered audio and transcript pairs while preserving the legacy
first-reference fields. Fish Speech and audio.cpp receive all pairs,
including on distributed workers. Other backends retain their
single-reference behavior.

Assisted-by: Codex:gpt-5
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
 2026-09-11 21:56:08 +00:00
Ettore Di Giacinto 21e81434b3 fix(llama-cpp): stage model load diagnostics 
The generated gRPC source tree omitted the new header and test. Every llama.cpp-derived backend therefore failed when grpc-server.cpp included the missing header.

Assisted-by: Codex:gpt-5.6 [systematic-debugging]
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
 2026-09-11 21:55:14 +00:00
Ettore Di Giacinto a6519182db fix(llama-cpp): explain tensor count mismatch 
llama.cpp reports the same tensor-count error for unsupported model layouts and damaged GGUF files. Add a focused hint so operators can update the backend or verify the model without losing the upstream diagnostic.

Assisted-by: Codex:gpt-5.6
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
 2026-09-11 21:55:14 +00:00
Ettore Di Giacinto db0b00a5ac fix(audio-cpp): normalize HIP target list 
audio.cpp forwards GPU_TARGETS to CMake as a semicolon-delimited list. The comma-delimited LocalAI value was treated as one invalid HIP architecture during configuration.

Assisted-by: Codex:gpt-5.6-sol
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
 2026-09-11 21:53:43 +00:00
Ettore Di Giacinto 878b99384f feat(audio-cpp): add ROCm backend image 
The pinned audio.cpp revision supports HIP, but LocalAI neither builds a ROCm image nor accepts its backend option. AMD hosts therefore fall back to the CPU image.

Build and publish the HIP variant, connect it to AMD capability selection, and accept both upstream HIP names.

Assisted-by: Codex:gpt-5
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
 2026-09-11 21:53:43 +00:00
localai-org-maint-botandmudler 78015014a5 chore: ⬆️ Update ggml-org/llama.cpp to df03399b885831b2a1603b3abb0d8c156808e363 (#11966) 
⬆️ Update ggml-org/llama.cpp

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 2026-09-11 08:33:12 +02:00
localai-org-maint-botandmudler 463a5e019a chore: ⬆️ Update ikawrakow/ik_llama.cpp to 3bb386eb68ffee0a5dc7db21da0735d594929eeb (#11967) 
⬆️ Update ikawrakow/ik_llama.cpp

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 2026-09-11 08:32:59 +02:00
localai-org-maint-botandmudler 878ca9966e chore: ⬆️ Update 0xShug0/audio.cpp to efb04233dab73aeee4b2912042a90e7b36329061 (#11964) 
⬆️ Update 0xShug0/audio.cpp

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 2026-09-11 08:32:35 +02:00
localai-org-maint-botandmudler bf405c003d chore: ⬆️ Update ggml-org/llama.cpp to 434ddbbc0e30522e897670681e503b797c12b7c1 (#11953) 
⬆️ Update ggml-org/llama.cpp

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 2026-09-10 17:05:20 +02:00
localai-org-maint-botandmudler d60aaa171d chore: ⬆️ Update ikawrakow/ik_llama.cpp to 3e416d7f5a9d4cc3195e8171dbf891541ca59c6a (#11952) 
⬆️ Update ikawrakow/ik_llama.cpp

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 2026-09-10 15:21:47 +02:00
localai-org-maint-botandmudler 1816013ebd chore: ⬆️ Update 0xShug0/audio.cpp to fa5aaac9266a98c68f8a5c9fcd1ba6ff65875416 (#11955) 
⬆️ Update 0xShug0/audio.cpp

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 2026-09-10 08:58:59 +02:00
localai-org-maint-botandmudler 752ee66506 chore: ⬆️ Update ggml-org/llama.cpp to f3f1a8f2760f28325a5ec20c05b171e5b7c83a29 (#11934) 
⬆️ Update ggml-org/llama.cpp

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 2026-09-09 14:57:08 +02:00
localai-org-maint-botandmudler dc353aecb6 chore: ⬆️ Update ikawrakow/ik_llama.cpp to 1a2a8604a6c6c6413c06bf9adfc2f64329af4366 (#11932) 
⬆️ Update ikawrakow/ik_llama.cpp

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 2026-09-09 09:25:33 +02:00
localai-org-maint-botandmudler 14b1796cdd chore: ⬆️ Update 0xShug0/audio.cpp to 05e508a70e3600b01454c647cdb122133ba8e64c (#11933) 
⬆️ Update 0xShug0/audio.cpp

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 2026-09-09 08:52:33 +02:00
localai-org-maint-botandmudler afb9bfd183 chore: ⬆️ Update antirez/ds4 to 6289c516273979173abbc062209a81dd3706b804 (#11936) 
⬆️ Update antirez/ds4

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 2026-09-09 08:51:36 +02:00