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55edb2d
[SYCL] support OP cross_entropy_loss, cross_entropy_loss_back (#25236)
arthw Jul 7, 2026
47e1de7
[SYCL] support op col2im_1d (#25264)
arthw Jul 7, 2026
108f186
[SYCL] fix unsupported UT cases of CONT & CPY (#25231)
arthw Jul 7, 2026
024c46a
llama: fix quantized kv-cache for dsv4 (#25202)
am17an Jul 7, 2026
33ca0dc
ggml-hip : add -fno-finite-math-only alongside -ffast-math (#25373)
asf0 Jul 7, 2026
c1a411f
common : add missing <fstream> include in common.h (#25220)
zhangrunda Jul 7, 2026
6c487e2
server: enforce prompt cache RAM limit (#25070)
tarruda Jul 7, 2026
5eca4e3
server : add timings and progress to /responses API stream (#25348)
thom-dev-fr Jul 7, 2026
f5525f7
server : fix draft model fit vs load inconsistency (#25056)
wadealexc Jul 7, 2026
3899b39
CUDA: Fuse MMVQ post-scale for NVFP4 (#24481)
ORippler Jul 7, 2026
c198af4
spec : fix naming, spacing (#25410)
ggerganov Jul 7, 2026
bec4772
Add Q2_0 quantization: type definition and CPU backend (#24448)
khosravipasha Jul 7, 2026
931ca30
opencl: fix potential crash in aos reconstruct (#25383)
lhez Jul 8, 2026
68a521b
ggml : add support for CPU f16->f16 GGML_OP_SET_ROWS (#25344)
fairydreaming Jul 8, 2026
57b50e1
ggml : fix A indexing in simd_gemm scalar tail-column path (#25390)
tyronecai Jul 8, 2026
4a7ee31
fix: OOB reads in UGM tokenizer (precompiled_charsmap handling) (#18750)
hourhl Jul 8, 2026
0512ef1
metal : add set_rows with src0 f16 (#25434)
fairydreaming Jul 8, 2026
da46e59
llama-eval : fix crash when answer is None in HTML dump (#25435)
ggerganov Jul 8, 2026
f1161b1
ui: Context usage gauge and panel (#25340)
allozaur Jul 8, 2026
f296fdf
common: auto-create prompts-log-dir at argument parsing, so all tools…
rankaiyx Jul 8, 2026
230ea9d
llama-batch: add n_keep_tail in split_equal for recurrent models (#25…
am17an Jul 8, 2026
bbebeec
server-stream: follow-up on SSE Replay Buffer (#23226) (#25047)
ServeurpersoCom Jul 8, 2026
90e0f5c
llama: refactor fused ops (#24646)
am17an Jul 8, 2026
ed8c261
cuda : add support for f16->f16 GGML_OP_SET_ROWS (#25367)
fairydreaming Jul 8, 2026
07e012a
Make hip quality check run on all changes (#25403)
ORippler Jul 8, 2026
c264f65
cli : move to HTTP-based implementation (#24948)
ngxson Jul 8, 2026
81ff7ab
hexagon: new vtcm layouts and improved pipelines for MUL_MAT, MUL_MAT…
max-krasnyansky Jul 8, 2026
0bbc87b
vulkan: for small AMD GPUs, reduce submission threshold based on CU c…
0cc4m Jul 8, 2026
1ee0939
llama-batch: fix allowed decreasing pos in a seq (#25449)
am17an Jul 8, 2026
167d057
opencl: ragged-tile MoE prefill FP16 GEMM optimization (skip padded e…
wanghqc Jul 8, 2026
a646006
vulkan: disable FA mask_opt on GCN to improve performance (#24362)
0cc4m Jul 8, 2026
92366df
opencl: Q6_K GEMM/GEMV fix for ne01 of weights that are not multiple…
wanghqc Jul 8, 2026
32e41fa
ggml-webgpu: tune subgroup split (d_split) in flash_attn_vec (#25418)
yomaytk Jul 8, 2026
f2d1c2f
hexagon: add VISION RoPE support (#25216)
aparmp-quic Jul 9, 2026
64c8b7d
server : respect min-step when splitting prompt batches (#25420)
aldehir Jul 9, 2026
2021515
cuda: align snake fusion matcher with the other backends (#25460)
ServeurpersoCom Jul 9, 2026
ccb0c34
ggml-hip: enable -funsafe-math-optimizations (#24668)
RapidMark Jul 9, 2026
92b187c
metal : add CONV_2D_DW (depthwise convolution) support (#21565)
Sou-ly Jul 9, 2026
259f2e2
llama-bench : init params.offline (#25476)
angt Jul 9, 2026
683f0c7
Only index by compile times + always multiply/add (#25445)
ORippler Jul 9, 2026
f84a519
Refactor: Consistently use smart pointers in `test-backend-ops` (#25440)
ORippler Jul 9, 2026
c15c5c7
meta: add hard emphasis on agents not writing descriptions/comments (…
pwilkin Jul 9, 2026
5c3a586
ggml : fix conv 2d dw (#25490)
ggerganov Jul 9, 2026
82fce65
server : move chat-template thinking probe inside the init try/catch …
palios-taey Jul 9, 2026
fb30ba9
hexagon: tiling, tracing and optimizations for unary ops (#25474)
aparmp-quic Jul 9, 2026
3de7dd4
cli: add --output option (#25484)
ngxson Jul 9, 2026
0749449
ggml : process data in smaller chunks in CUDA ggml_top_k() and ggml_a…
fairydreaming Jul 9, 2026
049326a
opencl: cluster-parallel decode FA for Adreno (#25473)
wanghqc Jul 9, 2026
961e4b2
llama-batch: add unit test (#25471)
am17an Jul 10, 2026
082b326
ggml-et: Initial ET backend (#24179)
marty1885 Jul 10, 2026
2ed3c1a
llama : make all KQ masks f16 if FA is used, remove zero attention bi…
fairydreaming Jul 10, 2026
d46786f
ui: export full message tree instead of active path only (#25501)
ServeurpersoCom Jul 10, 2026
8f114a9
sync : ggml (#25517)
ggerganov Jul 10, 2026
c7af942
ui: prevent tooltip from flickering open and closed on hover (#25503)
ServeurpersoCom Jul 10, 2026
1b9691b
cli: fix crash on wrong server base url (#25497)
marcoStocchi Jul 10, 2026
c4ae9a8
server: improve tools, remove apply_diff (#25498)
ngxson Jul 10, 2026
ac17f8a
ggml : use ggml_vqtbl1q_u8 for 32-bit compat (whisper/0)
ggerganov Jul 10, 2026
0badc06
sync : ggml
ggerganov Jul 10, 2026
a935fbf
server: remove loading.html (#25500)
ngxson Jul 10, 2026
9f623c6
ui: use server modalities in non-router mode (#24874)
coder543 Jul 10, 2026
07d9378
feat: pre-select models in the webui using alias (#25492)
felix314159 Jul 10, 2026
3e706dd
mtmd: deepseek-ocr v1 multi-tile (#24717)
ngxson Jul 10, 2026
22b69b6
arg: prevent duplicate spec model downloads (#25527)
ngxson Jul 10, 2026
67776ea
hexagon: improve ARGSORT performance for small tensors (#25512)
max-krasnyansky Jul 10, 2026
c749cb0
llama : make tensor-split regex patterns static (#24710)
eduardopessin Jul 10, 2026
4f37f51
server: accept null sampling params (#25538)
ServeurpersoCom Jul 10, 2026
1d1d9a9
opencl: add int8 dp4 dense and MoE prefill optimization for Adreno GP…
wanghqc Jul 11, 2026
76f2798
Vulkan: route large matmuls to medium tile on Adreno (#24877)
Raman-Raje Jul 11, 2026
00f5442
ggml : add GGML_OP_LIGHTNING_INDEXER that implements DeepSeek V3.2/V4…
fairydreaming Jul 11, 2026
ea1f7bb
server: refactor server_stream (#25541)
ngxson Jul 11, 2026
c92e806
server: allow stream for exec_shell_command (#25526)
ngxson Jul 11, 2026
13f2b28
DeepseekV4: clear cache only for seq rather than full (#25521)
am17an Jul 11, 2026
3cec3bc
cuda: Don't crash when querying memory on device with no free memory.…
cphlipot Jul 11, 2026
d72bfa3
gguf : reject empty metadata keys (#24917)
rohitmahesh1 Jul 11, 2026
e3546c7
Fix conditional to display 'LLAMA_SPLIT_MODE_TENSOR not implemented f…
kdkd Jul 11, 2026
6b4dc21
server : fix image blocks in tool_result being dropped during Anthrop…
quei4r Jul 12, 2026
0c4fa7a
server : evict checkpoints within min-step of each other (#25472)
aldehir Jul 12, 2026
4114ba1
mtmd: fix silent prompt truncation on embedded NUL (#25548)
ServeurpersoCom Jul 12, 2026
8014d2c
server: Don't consider models with --no-mmproj-auto as multimodal (#2…
sdroege Jul 12, 2026
3455882
vendor : update cpp-httplib to 0.50.1 (#25576)
cabelo Jul 12, 2026
99f3dc3
server: honour per-request reasoning_budget_tokens in chat completion…
bernardladenthin Jul 12, 2026
38fd5c9
ui: Remove recommended MCP Servers + improve MCP Servers Settings UI/…
allozaur Jul 13, 2026
e474bba
sycl: add Q2_K to DMMV reorder path (#25064)
malsbat Jul 13, 2026
efb3036
sycl: add fused top-k MoE (#25217)
newjordan Jul 13, 2026
91c631b
chat : fix reasoning leak with force-opened bare <think> templates (#…
newjordan Jul 13, 2026
ad8d821
gguf : add tensor shape accessor (#24405)
QuintinShaw Jul 13, 2026
f4253ef
tests: Harmonize header use (#25616)
ckastner Jul 13, 2026
4193ea6
readme : add link to maintainer PRs (#25621)
ggerganov Jul 13, 2026
259ae1d
spec: add Minimax2 eagle3 support
adrianisk Jul 13, 2026
e920c52
vulkan: Use native e2m1 and e4m3 conversions for mxfp4/nvfp4 (#25338)
jeffbolznv Jul 13, 2026
6eddde0
CUDA: refactor MMQ kernel configuration (#24127)
JohannesGaessler Jul 13, 2026
2969d6d
model: add Hy3 (hy_v3) support with MTP speculative decoding (#25395)
satindergrewal Jul 13, 2026
14d3ba4
metal : add Q2_0 support (#25419)
khosravipasha Jul 14, 2026
c1063ac
sycl: set fattn_vec_nthreads to 256 for Battlemage (#25205)
Titaniumtown Jul 14, 2026
ec0dbef
arg: Flush log before exiting after usage() (#25504)
ckastner Jul 14, 2026
cb489bc
convert_hf_to_gguf: support split MTP export for HY V3 (#25641)
tarruda Jul 14, 2026
c9330ed
ui: add reasoning effort control to mobile add sheet (#25539)
ServeurpersoCom Jul 14, 2026
47c7869
kleidiai : add SME2 f32 kernel (#24414)
chaxu01 Jul 14, 2026
47a3966
ggml: uniformize im2col dst_type for all conv ops (#23660)
Juste-Leo2 Jul 14, 2026
657e011
tests: export-graph-ops: exit gracefully when called w/o arguments (#…
ckastner Jul 14, 2026
a7312ae
ggml : add a set of functions for checking contiguity of inner tensor…
fairydreaming Jul 14, 2026
8ff8c42
tokenize : align usage by using common args (#25516)
angt Jul 14, 2026
7cbd610
vulkan/cpu: Support f16 as SET_ROWS src. (#25432)
jeffbolznv Jul 14, 2026
7f575c3
DeepseekV4: fix seq_rm (#25588)
am17an Jul 14, 2026
17a05e4
ui: fix mcp panel for toggle + timeout + proxy + ON/OFF state (#25631)
ServeurpersoCom Jul 14, 2026
00e79f6
opencl: fix a dp4a bug for devices where cl_khr_integer_dot_product i…
wanghqc Jul 14, 2026
dfba90d
webui: parse effective-parameter sizes (E2B, E4B) as params (#25529)
erusev Jul 14, 2026
236ab57
ui: Fix spacing in tool-call request (#25634)
bill88t Jul 14, 2026
6e52db5
server: add --cors-* options (#25655)
ngxson Jul 14, 2026
bf2c86d
server : refactor prompt cache state ownership (#25649)
ggerganov Jul 14, 2026
c718542
hexagon: fix hmx-queue signal enum-narrowing problem (#25677)
chyan8 Jul 14, 2026
a4ce259
opencl: avoid the vec path in GEMV for unaligned row stride (#25671)
wanghqc Jul 14, 2026
00fa7cb
opencl: handle OOB write in noshuffle GEMV kernels (odd ne01) (#25640)
wanghqc Jul 14, 2026
12127de
opencl: do not use `clCreateBufferWithProperties` when targeting CL 2…
wanghqc Jul 15, 2026
32b741c
[SYCL] Flash Attention with XMX engine via oneDNN (#25222)
hmscider Jul 15, 2026
0e148a5
sycl: Increase minimum buffer size for USM system allocations (#25525)
ifdu Jul 15, 2026
22b208b
sycl : implement xielu op (#25550)
atsmith3 Jul 15, 2026
ae9291e
sycl : support kernel type fp16 for conv2d_dw (#25653)
arthw Jul 15, 2026
d3fba0c
sycl : fix get_rows Q2_K, Q4_K, Q5_K (#25656)
arthw Jul 15, 2026
33a75f4
DeepseekV4: reduce graph splits (#25702)
am17an Jul 15, 2026
f955e39
ggml: add f16 out_prod support for CPU and out_prod op for Vulkan (#2…
Lamothe Jul 15, 2026
b3c9d1b
metal: fuse snake activation (mul, sin, sqr, mul, add) (#25459)
ServeurpersoCom Jul 15, 2026
c810293
ci : add HF_TOKEN to self-hosted workflows (#25706)
ggerganov Jul 15, 2026
a3e5b96
cuda : relax tensor contiguity requirements for quantized concat (#25…
fairydreaming Jul 15, 2026
a05df0a
ui: fix thinking menu never appearing in single-model mode (#25637)
ServeurpersoCom Jul 15, 2026
a582222
server: fix read_file append_loc space breaking edit_file match (#25705)
ServeurpersoCom Jul 15, 2026
956973c
Fix crash with draft-simple (#25720)
gaugarg-nv Jul 15, 2026
f6f12e4
CUDA: tighter MMQ src1 buffer size for native fp4 (#25613)
leonardHONG Jul 15, 2026
c3d47e6
opencl: fix two issues on flash attention for Adreno a7x (#25697)
wanghqc Jul 15, 2026
aff6eb6
tokenize : drop --stdin mutual-exclusion check (#25672)
angt Jul 15, 2026
3b53219
cuda : CUDA GGML_OP_LIGHTNING_INDEXER implementation (generic vector …
fairydreaming Jul 15, 2026
32beb24
ui: Agentic Content UX improvements (#25450)
allozaur Jul 15, 2026
505b1ed
opencl: exclude some moe kernels on Adreno a7x (#25698)
wanghqc Jul 15, 2026
602f828
cuda: extract Q1_0 elements via __byte_perm (#25628)
dfriehs Jul 16, 2026
3dafb58
opencl: disable FA and MoE weights repack to work around compiler iss…
wanghqc Jul 16, 2026
56d6e9d
quant : allow using manual tensor types with --pure (#25716)
ggerganov Jul 16, 2026
a320cbf
ci : add official website link to release notes (#25728)
ggerganov Jul 16, 2026
5839ba3
CUDA: dedup MoE gate/up activation quantization (#25441)
praneshgo Jul 16, 2026
c7d8722
ggml-cuda : restore prop.integrated on HIP builds (#24233)
liminfei-amd Jul 16, 2026
8ee54c8
server: Ignore empty / non-existing `Origin` headers (#25756)
sdroege Jul 16, 2026
3f08ef2
Enable CUDA graphs on volta+turing (#25749)
heislera763 Jul 16, 2026
79bba02
CUDA: Support CUDA Virtual Devices (#25228)
anavp-nvidia Jul 16, 2026
a55a8c5
convert : fix dflash target tokenizer mismatch during conversion (#25…
ruixiang63 Jul 16, 2026
a8dc0e3
server : allow text-only slot save/restore with mtmd (#25076)
CHIPMUNK-T0T Jul 16, 2026
32e789f
tests: actually exercise `test-recurrent-state-rollback` (#25758)
am17an Jul 16, 2026
86b719b
vendor: update BoringSSL to 0.20260713.0 (#25624)
cabelo Jul 16, 2026
2e1fd76
TP: fix Phi3, Bert, Plamo2/3, ChatGLM (#25536)
JohannesGaessler Jul 16, 2026
3278e92
conversion: accept BitNetForCausalLM architecture name (#25769)
khashayarghafouri Jul 16, 2026
b15ca93
vulkan: when using transfer queue for async copies, sync on event_wai…
0cc4m Jul 16, 2026
f15bd60
kleidiai: Add SME vs SME2 distinction in kernel dispatch (#25478)
matcraje Jul 16, 2026
b2dd28a
hexagon: L2 cache handling rework (dirty bit tracking with lazy flush…
max-krasnyansky Jul 16, 2026
0dc74e3
DeepseekV4: Add fused hyper-connection ops (#25585)
am17an Jul 16, 2026
ac2557c
docs: added a note about using OpenCl with Adreno 810 (#25786)
akleine Jul 16, 2026
e8f19cc
opencl: loads quants as uint for q4_K and q5_K flat mv (optimization …
wanghqc Jul 16, 2026
b85833e
opencl: add ABS op (#25115)
Gezahegne Jul 17, 2026
0bd0ec6
sycl: fix row calculation when K_QUANTS_PER_ITERATION is 1 (#25690)
malsbat Jul 17, 2026
788e07d
vulkan: Support Q2_0 (#25430)
jeffbolznv Jul 17, 2026
11fd0a6
ggml-blas: default hadamard mul_mat to cpu routine (#25710)
taronaeo Jul 17, 2026
635cdd5
common : auto-download dflash- and eagle3- HF sidecars (#25811)
ggerganov Jul 17, 2026
5d5306b
tests : initialize all tensors in test_dsv4_hc to avoid NaNs in senti…
fairydreaming Jul 17, 2026
3727404
ggml : bump version to 0.17.0 (ggml/1568)
ggerganov Jul 17, 2026
7d56da7
sync : ggml
ggerganov Jul 17, 2026
86d86ed
opencl: transpose q4_K noshuffle scales for coalesced reads (#25805)
wanghqc Jul 17, 2026
6bdd77f
opencl: read/write MoE dp4a activation tiles to local memory as 128-…
wanghqc Jul 17, 2026
86a9c79
opencl: load and use `kernel_gemm_moe_q6_k_f32_ns` from bin kernel li…
lhez Jul 17, 2026
4937ca8
llama-quant : exclude i32 ffn_gate_tid2eid routing table from quantiz…
devYRPauli Jul 18, 2026
571d0d5
model: rotate injected K/V cache for DFlash (#25823)
ruixiang63 Jul 18, 2026
178a6c4
opencl: Support broadcast for Adreno MUL_MAT and honor `view_offs` fo…
wanghqc Jul 20, 2026
1521a9a
ui: enable the agentic flow when only the JS sandbox is active (#25865)
ServeurpersoCom Jul 20, 2026
43b5e63
UI: fix Settings/Display tool call content toggle (#25783)
ServeurpersoCom Jul 20, 2026
4ee6a9a
ui: fix collapsed user bubble with markdown rendering (#25869)
ServeurpersoCom Jul 20, 2026
91d2fc3
llama_dsv4: write only used rows in state (#25325)
am17an Jul 20, 2026
2beefef
ui: Sidebar Conversations Bulk Action + Improved Settings logic/UI (#…
allozaur Jul 20, 2026
76f46ad
hexagon: add CLAMP op (#25934)
tboinovski1 Jul 20, 2026
305ba51
CUDA: vectorize same-type get_rows with int4 copy (#25929)
pwilkin Jul 21, 2026
5735e10
ggml-openvino: Add GGML_BACKEND_DL_IMPL invocation for OpenVINO backe…
seijikun Jul 21, 2026
f048010
vulkan: Refactor vk_queue to use per-instance mutexes and unique hand…
winstonma Jul 21, 2026
40b740a
server : properly handle null llama_context (#25868)
fairydreaming Jul 21, 2026
fd41bf6
server: return 400 instead of 500 on validation error with X-Conversa…
ServeurpersoCom Jul 21, 2026
60f6a17
common: resolve draft repo to its requested sidecar (#25955)
ServeurpersoCom Jul 21, 2026
fb0e6b6
kleidiai : warn once when a weight type has no KleidiAI kernel (#25701)
kkjjkamal123 Jul 21, 2026
846e991
cuda: add sqrt_softplus in topk-moe for dsv4 (#25896)
am17an Jul 21, 2026
71102a7
hexagon: check tensor type when reusing descriptors (#25968)
w1049 Jul 21, 2026
b4aa7dd
mtmd : use align_corners for qwen3vl vision position embedding interp…
gerbenvv Jul 21, 2026
66e4bf7
convert: fix handle HunyuanVL XD-RoPE config (#25514)
wendadawen Jul 21, 2026
1f66c3c
Add support for Laguna XS.2 & M.1 (#25165)
joerowell Jul 22, 2026
67b9b0e
llama-arch: fix DeepSeek4 APE tensor op (#25945)
helanfxz Jul 22, 2026
c5a4a0b
cuda: GET_ROWS quants (#25962)
ServeurpersoCom Jul 22, 2026
7347430
webgpu : add CONV_2D_DW (depthwise conv2d) kernel (#25847)
m1el Jul 22, 2026
b4d6c7d
ci : fix SYCL package shared library lookup (#25987)
KyleHagy Jul 22, 2026
3ce7da2
ggml: enable PowerPC backend variants on AIX (#25983)
shalinib-ibm Jul 22, 2026
f534da2
Fix DeepSeek4 crafted template (#25414)
pwilkin Jul 22, 2026
6d5a910
common: infer the speculative type from the draft repo sidecars (#25989)
ServeurpersoCom Jul 22, 2026
e8e6c7a
minor: fix reasoning preserve var for DS4 [no ci] (#25999)
pwilkin Jul 22, 2026
61328e6
feat(ui): add symbolic math support to JS sandbox via nerdamer (#25948)
rankaiyx Jul 22, 2026
e0833bf
mtmd: use RAII for setting and resetting non-causal attention (#25723)
nikwen Jul 22, 2026
0278d83
hexagon: activation ops update (#25974)
tboinovski1 Jul 22, 2026
1a064ab
CUDA: Improve NVFP4 W4A4 activation quantization (#25730)
ORippler Jul 22, 2026
cf51256
ui: Add a "Default" option for the reasoning selector (#25846)
ServeurpersoCom Jul 22, 2026
4310aa4
contrib: allow all AI-generated code in general (#26012)
ngxson Jul 22, 2026
d941f6e
conversion: fix non-MoE NomicBert GGUF conversion error (#25996)
aorko01 Jul 23, 2026
c588c4f
metal : add f16 type support to leaky relu (#25981)
iliailmer Jul 23, 2026
da296d6
contrib: fix leftovers from the AI usage policy update (#26030)
ServeurpersoCom Jul 23, 2026
e6dd0e2
args: refactor mlock/mmap/directio into load-mode (#20834)
taronaeo Jul 23, 2026
1425386
CUDA: fix external compilation of q1_0 MMQ (#25778)
JohannesGaessler Jul 23, 2026
c0bc859
hexagon: fix Windows crash when op_poll is enabled (#26029)
adgup Jul 23, 2026
0a50d99
hexagon: further improved pipeline of the core bits (L2, DMA, MM, FA)…
max-krasnyansky Jul 24, 2026
0cea362
vendor: update subprocess.h (#26061)
ngxson Jul 24, 2026
8f5ab83
cohere2 moe template parser: enforce JSON schema for text responses i…
boondocklabs Jul 24, 2026
54ce507
UI: Fix settings precedence, Factory < Admin (--ui-config-file) < Use…
ServeurpersoCom Jul 24, 2026
77095ee
skill: create `add-new-model` and `code-review` (#26042)
ngxson Jul 24, 2026
56a8386
opencl: do not treat NULL-mask flash attention as causal (#25771)
kumaal Jul 24, 2026
ed7adbf
opencl: cache compiled cl_program binaries on disk (#26050)
wanghqc Jul 24, 2026
fa72aec
HIP: remove rocWMMA FlashAttention (#26046)
JohannesGaessler Jul 24, 2026
298219f
llama: various bug fixes (#26051)
ngxson Jul 24, 2026
27209a5
server: support "reasoning_effort": "none" in OAI API (#26045)
pnb Jul 24, 2026
95a923a
ui: fix MCP server display name conflicts in tools lists (#26011)
ServeurpersoCom Jul 24, 2026
88bfee1
model: add GLM 5.2 Indexer support (#25407)
pcuenca Jul 24, 2026
96013c5
ui: remove render effects (#26083)
ServeurpersoCom Jul 24, 2026
555881e
ui: reduce per-token render cost when streaming (#26053)
Jul 24, 2026
d67c0b4
tests: synchronize save-load-state generation (#26056)
helanfxz Jul 25, 2026
910196f
common : add support for multiple end sequences in the reasoning budg…
aldehir Jul 25, 2026
fb92d8f
Update ggml/src/gguf.cpp : Defined virtual keyword for destructor of …
yymin1022 Jul 25, 2026
720d7fa
vendor : update cpp-httplib to 0.51.0 (#26067)
angt Jul 25, 2026
2cfc767
server : add missing task parameters(adaptive_target, adaptive_decay)…
tekinertekin Jul 25, 2026
abc3487
server: add format arg to datetime tool (#26117)
ngxson Jul 25, 2026
c812c54
common : skip empty implicit default preset (#25643)
hogeheer499-commits Jul 25, 2026
355303e
hexagon: partial im2col support (#26007)
tboinovski1 Jul 25, 2026
20455a4
server: support MCP stdio (#26062)
ngxson Jul 25, 2026
8bb9093
common : use-after-free when loading LoRA adapter fails (#25611)
nmouha Jul 25, 2026
7cdd557
ggml-webgpu: Fix WASM compilation with OpenMP (#25943)
reeselevine Jul 26, 2026
ff067f7
ui: fix context gauge card regressions and land at the conversation e…
ServeurpersoCom Jul 26, 2026
42fc243
opencl: fix fused RMS norm mul view offset (#26085)
happyyzy Jul 26, 2026
b1d4c65
model: Add MiniMax-M3 (MSA: MiniMax Sparse Attention) support (#24908)
timkhronos Jul 26, 2026
af28502
mtmd: add GLM-5.2-Vision (#26126)
ehartford Jul 26, 2026
d2a8182
common: add `subproc.h` wrapper, disabled on android/ios (#26102)
ngxson Jul 26, 2026
55b7d6c
ui: detect the conversation import format from file contents (#26121)
ServeurpersoCom Jul 26, 2026
7657a6c
Keep Minimax's indexer tensors at F32 for speed and accuracy (#26144)
bartowski1182 Jul 26, 2026
d4d057b
ui: fix system message edit box not expanding to fit content (#26006)
pieroevcc Jul 26, 2026
0d47ea7
mtmd: fix android build (#26150)
ngxson Jul 26, 2026
3d1c3a8
mtmd: Add Vision Support for Minimax-M3 (#25113)
timkhronos Jul 26, 2026
88b47a7
ui: Fix symbolic math tool JS sandbox prompt (#26131)
rankaiyx Jul 27, 2026
ac0cc47
feat: GPU/CPU roofline profiler for per-op benchmarking
aukarande Apr 15, 2026
7b4db1f
feat: pipeshard plan switch/decode
aukarande Apr 27, 2026
c2772ca
feat: pipeshard planner tensor-override (-pshard plan-and-exit)
aukarande Apr 27, 2026
2d66b9a
Merge branch 'pshard/profiling'
SiddhanthRaja-Nvidia Jul 28, 2026
b3708ed
Merge branch 'pshard/planning'
SiddhanthRaja-Nvidia Jul 28, 2026
a85ab55
Merge branch 'pshard/inference'
SiddhanthRaja-Nvidia Jul 28, 2026
b80fcb0
pshard: keep planning and inference assign_tensors variants after unify
SiddhanthRaja-Nvidia Jul 28, 2026
b956416
docs: add pshard getting-started guide
SiddhanthRaja-Nvidia Jul 28, 2026
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20 changes: 18 additions & 2 deletions .devops/cann.Dockerfile
Original file line number Diff line number Diff line change
Expand Up @@ -13,6 +13,20 @@ ARG APP_REVISION=N/A
# BUILD STAGE
# Compile all binary files and libraries
# ==============================================================================
ARG NODE_VERSION=24

FROM docker.io/node:$NODE_VERSION AS web

ARG APP_VERSION

WORKDIR /app/tools/ui

COPY tools/ui/package.json tools/ui/package-lock.json ./
RUN npm ci

COPY tools/ui/ ./
RUN LLAMA_BUILD_NUMBER="$APP_VERSION" npm run build

FROM ${CANN_BASE_IMAGE} AS build

# -- Install build dependencies --
Expand All @@ -26,6 +40,8 @@ WORKDIR /app
# -- Copy project files --
COPY . .

COPY --from=web /app/tools/ui/dist tools/ui/dist

# -- Set CANN environment variables (required for compilation) --
# Using ENV instead of `source` allows environment variables to persist across the entire image layer
ENV ASCEND_TOOLKIT_HOME=/usr/local/Ascend/ascend-toolkit/latest
Expand Down Expand Up @@ -129,7 +145,7 @@ ENTRYPOINT ["/app/tools.sh"]
# ==============================================================================
FROM base AS light

COPY --from=build /app/full/llama-cli /app/full/llama-completion /app
COPY --from=build /app/full/llama /app/full/llama-cli /app/full/llama-completion /app

ENTRYPOINT [ "/app/llama-cli" ]

Expand All @@ -140,7 +156,7 @@ FROM base AS server

ENV LLAMA_ARG_HOST=0.0.0.0

COPY --from=build /app/full/llama-server /app
COPY --from=build /app/full/llama /app/full/llama-server /app

HEALTHCHECK --interval=5m CMD [ "curl", "-f", "http://localhost:8080/health" ]

Expand Down
24 changes: 20 additions & 4 deletions .devops/cpu.Dockerfile
Original file line number Diff line number Diff line change
Expand Up @@ -3,7 +3,21 @@ ARG BUILD_DATE=N/A
ARG APP_VERSION=N/A
ARG APP_REVISION=N/A

FROM ubuntu:$UBUNTU_VERSION AS build
ARG NODE_VERSION=24

FROM docker.io/node:$NODE_VERSION AS web

ARG APP_VERSION

WORKDIR /app/tools/ui

COPY tools/ui/package.json tools/ui/package-lock.json ./
RUN npm ci

COPY tools/ui/ ./
RUN LLAMA_BUILD_NUMBER="$APP_VERSION" npm run build

FROM docker.io/ubuntu:$UBUNTU_VERSION AS build

ARG TARGETARCH

Expand All @@ -16,6 +30,8 @@ WORKDIR /app

COPY . .

COPY --from=web /app/tools/ui/dist tools/ui/dist

RUN if [ "$TARGETARCH" = "amd64" ] || [ "$TARGETARCH" = "arm64" ]; then \
cmake -S . -B build -DCMAKE_BUILD_TYPE=Release -DGGML_NATIVE=OFF -DLLAMA_BUILD_TESTS=OFF -DGGML_BACKEND_DL=ON -DGGML_CPU_ALL_VARIANTS=ON; \
else \
Expand All @@ -37,7 +53,7 @@ RUN mkdir -p /app/full \
&& cp .devops/tools.sh /app/full/tools.sh

## Base image
FROM ubuntu:$UBUNTU_VERSION AS base
FROM docker.io/ubuntu:$UBUNTU_VERSION AS base

ARG BUILD_DATE=N/A
ARG APP_VERSION=N/A
Expand Down Expand Up @@ -88,7 +104,7 @@ ENTRYPOINT ["/app/tools.sh"]
### Light, CLI only
FROM base AS light

COPY --from=build /app/full/llama-cli /app/full/llama-completion /app
COPY --from=build /app/full/llama /app/full/llama-cli /app/full/llama-completion /app

WORKDIR /app

Expand All @@ -99,7 +115,7 @@ FROM base AS server

ENV LLAMA_ARG_HOST=0.0.0.0

COPY --from=build /app/full/llama-server /app
COPY --from=build /app/full/llama /app/full/llama-server /app

WORKDIR /app

Expand Down
24 changes: 20 additions & 4 deletions .devops/cuda.Dockerfile
Original file line number Diff line number Diff line change
Expand Up @@ -3,14 +3,28 @@ ARG UBUNTU_VERSION=24.04
ARG CUDA_VERSION=12.8.1
ARG GCC_VERSION=14
# Target the CUDA build image
ARG BASE_CUDA_DEV_CONTAINER=nvidia/cuda:${CUDA_VERSION}-devel-ubuntu${UBUNTU_VERSION}
ARG BASE_CUDA_DEV_CONTAINER=docker.io/nvidia/cuda:${CUDA_VERSION}-devel-ubuntu${UBUNTU_VERSION}

ARG BASE_CUDA_RUN_CONTAINER=nvidia/cuda:${CUDA_VERSION}-runtime-ubuntu${UBUNTU_VERSION}
ARG BASE_CUDA_RUN_CONTAINER=docker.io/nvidia/cuda:${CUDA_VERSION}-runtime-ubuntu${UBUNTU_VERSION}

ARG BUILD_DATE=N/A
ARG APP_VERSION=N/A
ARG APP_REVISION=N/A

ARG NODE_VERSION=24

FROM docker.io/node:$NODE_VERSION AS web

ARG APP_VERSION

WORKDIR /app/tools/ui

COPY tools/ui/package.json tools/ui/package-lock.json ./
RUN npm ci

COPY tools/ui/ ./
RUN LLAMA_BUILD_NUMBER="$APP_VERSION" npm run build

FROM ${BASE_CUDA_DEV_CONTAINER} AS build

ARG GCC_VERSION
Expand All @@ -26,6 +40,8 @@ WORKDIR /app

COPY . .

COPY --from=web /app/tools/ui/dist tools/ui/dist

RUN if [ "${CUDA_DOCKER_ARCH}" != "default" ]; then \
export CMAKE_ARGS="-DCMAKE_CUDA_ARCHITECTURES=${CUDA_DOCKER_ARCH}"; \
fi && \
Expand Down Expand Up @@ -97,7 +113,7 @@ ENTRYPOINT ["/app/tools.sh"]
### Light, CLI only
FROM base AS light

COPY --from=build /app/full/llama-cli /app/full/llama-completion /app
COPY --from=build /app/full/llama /app/full/llama-cli /app/full/llama-completion /app

WORKDIR /app

Expand All @@ -108,7 +124,7 @@ FROM base AS server

ENV LLAMA_ARG_HOST=0.0.0.0

COPY --from=build /app/full/llama-server /app
COPY --from=build /app/full/llama /app/full/llama-server /app

WORKDIR /app

Expand Down
29 changes: 23 additions & 6 deletions .devops/intel.Dockerfile
Original file line number Diff line number Diff line change
Expand Up @@ -5,9 +5,23 @@ ARG APP_REVISION=N/A

## Build Image

FROM intel/deep-learning-essentials:$ONEAPI_VERSION AS build
ARG NODE_VERSION=24

ARG GGML_SYCL_F16=OFF
FROM docker.io/node:$NODE_VERSION AS web

ARG APP_VERSION

WORKDIR /app/tools/ui

COPY tools/ui/package.json tools/ui/package-lock.json ./
RUN npm ci

COPY tools/ui/ ./
RUN LLAMA_BUILD_NUMBER="$APP_VERSION" npm run build

FROM docker.io/intel/deep-learning-essentials:$ONEAPI_VERSION AS build

ARG GGML_SYCL_F16=ON
ARG LEVEL_ZERO_VERSION=1.28.2
ARG LEVEL_ZERO_UBUNTU_VERSION=u24.04
RUN apt-get update && \
Expand All @@ -22,9 +36,12 @@ WORKDIR /app

COPY . .

COPY --from=web /app/tools/ui/dist tools/ui/dist

RUN if [ "${GGML_SYCL_F16}" = "ON" ]; then \
echo "GGML_SYCL_F16 is set" \
&& export OPT_SYCL_F16="-DGGML_SYCL_F16=ON"; \
&& export OPT_SYCL_F16="-DGGML_SYCL_F16=ON" \
&& export SYCL_PROGRAM_COMPILE_OPTIONS="-cl-fp32-correctly-rounded-divide-sqrt"; \
fi && \
echo "Building with dynamic libs" && \
cmake -B build -DGGML_NATIVE=OFF -DGGML_SYCL=ON -DCMAKE_C_COMPILER=icx -DCMAKE_CXX_COMPILER=icpx -DGGML_BACKEND_DL=ON -DGGML_CPU_ALL_VARIANTS=ON -DLLAMA_BUILD_TESTS=OFF ${OPT_SYCL_F16} && \
Expand All @@ -42,7 +59,7 @@ RUN mkdir -p /app/full \
&& cp requirements.txt /app/full \
&& cp .devops/tools.sh /app/full/tools.sh

FROM intel/deep-learning-essentials:$ONEAPI_VERSION AS base
FROM docker.io/intel/deep-learning-essentials:$ONEAPI_VERSION AS base

ARG BUILD_DATE=N/A
ARG APP_VERSION=N/A
Expand Down Expand Up @@ -124,7 +141,7 @@ ENTRYPOINT ["/app/tools.sh"]
FROM base AS light

COPY --from=build /app/lib/ /app
COPY --from=build /app/full/llama-cli /app/full/llama-completion /app
COPY --from=build /app/full/llama /app/full/llama-cli /app/full/llama-completion /app

WORKDIR /app

Expand All @@ -136,7 +153,7 @@ FROM base AS server
ENV LLAMA_ARG_HOST=0.0.0.0

COPY --from=build /app/lib/ /app
COPY --from=build /app/full/llama-server /app
COPY --from=build /app/full/llama /app/full/llama-server /app

WORKDIR /app

Expand Down
4 changes: 2 additions & 2 deletions .devops/llama-cli-cann.Dockerfile
Original file line number Diff line number Diff line change
Expand Up @@ -3,7 +3,7 @@ ARG BUILD_DATE=N/A
ARG APP_VERSION=N/A
ARG APP_REVISION=N/A

FROM ascendai/cann:$ASCEND_VERSION AS build
FROM docker.io/ascendai/cann:$ASCEND_VERSION AS build

WORKDIR /app

Expand All @@ -30,7 +30,7 @@ RUN echo "Building with static libs" && \
cmake --build build --config Release --target llama-completion

# TODO: use image with NNRT
FROM ascendai/cann:$ASCEND_VERSION AS runtime
FROM docker.io/ascendai/cann:$ASCEND_VERSION AS runtime

ARG BUILD_DATE=N/A
ARG APP_VERSION=N/A
Expand Down
24 changes: 20 additions & 4 deletions .devops/musa.Dockerfile
Original file line number Diff line number Diff line change
Expand Up @@ -2,14 +2,28 @@ ARG UBUNTU_VERSION=22.04
# This needs to generally match the container host's environment.
ARG MUSA_VERSION=rc4.3.0
# Target the MUSA build image
ARG BASE_MUSA_DEV_CONTAINER=mthreads/musa:${MUSA_VERSION}-devel-ubuntu${UBUNTU_VERSION}-amd64
ARG BASE_MUSA_DEV_CONTAINER=docker.io/mthreads/musa:${MUSA_VERSION}-devel-ubuntu${UBUNTU_VERSION}-amd64

ARG BASE_MUSA_RUN_CONTAINER=mthreads/musa:${MUSA_VERSION}-runtime-ubuntu${UBUNTU_VERSION}-amd64
ARG BASE_MUSA_RUN_CONTAINER=docker.io/mthreads/musa:${MUSA_VERSION}-runtime-ubuntu${UBUNTU_VERSION}-amd64

ARG BUILD_DATE=N/A
ARG APP_VERSION=N/A
ARG APP_REVISION=N/A

ARG NODE_VERSION=24

FROM docker.io/node:$NODE_VERSION AS web

ARG APP_VERSION

WORKDIR /app/tools/ui

COPY tools/ui/package.json tools/ui/package-lock.json ./
RUN npm ci

COPY tools/ui/ ./
RUN LLAMA_BUILD_NUMBER="$APP_VERSION" npm run build

FROM ${BASE_MUSA_DEV_CONTAINER} AS build

# MUSA architecture to build for (defaults to all supported archs)
Expand All @@ -29,6 +43,8 @@ WORKDIR /app

COPY . .

COPY --from=web /app/tools/ui/dist tools/ui/dist

RUN if [ "${MUSA_DOCKER_ARCH}" != "default" ]; then \
export CMAKE_ARGS="-DMUSA_ARCHITECTURES=${MUSA_DOCKER_ARCH}"; \
fi && \
Expand Down Expand Up @@ -99,7 +115,7 @@ ENTRYPOINT ["/app/tools.sh"]
### Light, CLI only
FROM base AS light

COPY --from=build /app/full/llama-cli /app/full/llama-completion /app
COPY --from=build /app/full/llama /app/full/llama-cli /app/full/llama-completion /app

WORKDIR /app

Expand All @@ -110,7 +126,7 @@ FROM base AS server

ENV LLAMA_ARG_HOST=0.0.0.0

COPY --from=build /app/full/llama-server /app
COPY --from=build /app/full/llama /app/full/llama-server /app

WORKDIR /app

Expand Down
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