4 people 1f0aa2a696 model : support for DeepseekV32ForCausalLM with generic DeepSeek Sparse Attention (DSA) implementation (#23346) ...

* llama : support DeepSeek V3.2 model family (with DSA lightning indexer)

* convert : handle DeepseekV32ForCausalLM architecture

* ggml : support for f16 GGML_OP_FILL

* memory : separate hparams argument in llama_kv_cache constructor

* memory : add llama_kv_cache_dsa memory (KV cache + lightning indexer cache)

* llama : support for LLM_ARCH_DEEPSEEK32

* model : llama_model_deepseek32 implementation

* model : merge two scale operations into one in DSA lightning indexer implementation

* chore : remove unused code

* model : support NVFP4 in DeepSeek V3.2

Co-authored-by: Sigbjørn Skjæret <[email protected]>

* memory : refactoring TODO

Co-authored-by: ggerganov <[email protected]>

---------

Co-authored-by: Stanisław Szymczyk <[email protected]>
Co-authored-by: Sigbjørn Skjæret <[email protected]>
Co-authored-by: ggerganov <[email protected]>

2026-05-29 10:15:17 +02:00

..

peg-parser

common/gemma4 : handle parsing edge cases (#21760)

2026-04-13 18:18:18 -05:00

snapshots

tests : add unit test coverage for llama_tensor_get_type (#20112)

2026-04-02 22:53:58 +02:00

.gitignore

tests : add unit test coverage for llama_tensor_get_type (#20112)

2026-04-02 22:53:58 +02:00

CMakeLists.txt

tests : move save-load-state from examples to tests (#23336)

2026-05-21 14:41:50 +03:00

export-graph-ops.cpp

tests: allow exporting graph ops from HF file without downloading weights (#21182)

2026-04-02 18:19:20 +02:00

get-model.cpp

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get-model.h

…

gguf-model-data.cpp

ci : add [no release] keyword + fix sanitizer builds (#23728)

2026-05-26 19:05:48 +03:00

gguf-model-data.h

tests : add unit test coverage for llama_tensor_get_type (#20112)

2026-04-02 22:53:58 +02:00

test-alloc.cpp

chore : correct typos [no ci] (#20041)

2026-03-05 08:50:21 +01:00

test-arg-parser.cpp

spec : refactor params (#22397)

2026-04-28 09:07:33 +03:00

test-autorelease.cpp

docs : Minor cleanups (#19252)

2026-02-02 08:38:55 +02:00

test-backend-ops.cpp

vulkan: fast path for walsh-hadamard transform (#23687)

2026-05-28 13:18:43 +02:00

test-backend-sampler.cpp

tests: enable kv_unified to prevent cuda oom error on rtx 2060 (#20645)

2026-03-18 17:40:22 +08:00

test-barrier.cpp

Fix race conditions in threadpool when dealing with dynamic/frequent n_threads changes (#17748)

2025-12-10 12:32:23 -08:00

test-c.c

…

test-chat-auto-parser.cpp

server: fix checkpoints creation (#22929)

2026-05-25 08:56:18 +03:00

test-chat-peg-parser.cpp

common/parser: add proper reasoning tag prefill reading (#20424)

2026-03-19 16:58:21 +01:00

test-chat-template.cpp

chat : add Granite 4.1 chat template (#23518)

2026-05-28 13:13:33 +02:00

test-chat.cpp

chat : add Granite 4.1 chat template (#23518)

2026-05-28 13:13:33 +02:00

test-double-float.cpp

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test-gbnf-validator.cpp

…

test-gguf-model-data.cpp

tests : add unit test coverage for llama_tensor_get_type (#20112)

2026-04-02 22:53:58 +02:00

test-gguf.cpp

ggml: gguf_init_from_callback and gguf_init_from_buffer (#22341)

2026-05-25 11:33:29 +02:00

test-grammar-integration.cpp

common/grammar: fix grammar parsing issues to prevent stack overflow and hangs (#18604)

2026-03-21 18:43:35 +01:00

test-grammar-llguidance.cpp

tool/ex/tests: consistently free ctx, then model (#18168)

2025-12-22 11:00:37 +01:00

test-grammar-parser.cpp

common/grammar: fix grammar parsing issues to prevent stack overflow and hangs (#18604)

2026-03-21 18:43:35 +01:00

test-jinja.cpp

jinja : support ensure_ascii=true, string repetition and int/float self-filtering (#21623)

2026-04-09 11:28:33 +02:00

test-json-partial.cpp

common : handle unicode during partial json parsing (#16526)

2025-10-12 16:18:47 +03:00

test-json-schema-to-grammar.cpp

tests : remove obsolete .mjs script (#21615)

2026-04-08 13:20:46 +03:00

test-llama-archs.cpp

model : support for DeepseekV32ForCausalLM with generic DeepSeek Sparse Attention (DSA) implementation (#23346)

2026-05-29 10:15:17 +02:00

test-llama-grammar.cpp

common/grammar: fix grammar parsing issues to prevent stack overflow and hangs (#18604)

2026-03-21 18:43:35 +01:00

test-log.cpp

common: Intentionally leak logger instance to fix hanging on Windows (#22273)

2026-04-29 10:58:43 +03:00

test-lora-conversion-inference.sh

cli: new CLI experience (#17824)

2025-12-10 15:28:59 +01:00

test-model-load-cancel.cpp

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test-mtmd-c-api.c

mtmd: add pos_0 to mtmd_image_tokens_get_decoder_pos (breaking change) (#22082)

2026-04-19 11:57:21 +02:00

test-opt.cpp

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test-peg-parser.cpp

Autoparser - complete refactoring of parser architecture (#18675)

2026-03-06 21:01:00 +01:00

test-quant-type-selection.cpp

tests : add unit test coverage for llama_tensor_get_type (#20112)

2026-04-02 22:53:58 +02:00

test-quantize-fns.cpp

ggml: add Q1_0 1-bit quantization support (CPU) (#21273)

2026-04-06 20:55:21 +02:00

test-quantize-perf.cpp

ci: run the x64 and arm ci on the github machines instead (#16183)

2025-09-25 08:06:06 +03:00

test-quantize-stats.cpp

libs : rename libcommon -> libllama-common (#21936)

2026-04-17 11:11:46 +03:00

test-reasoning-budget.cpp

reasoning-budget: clone should do a deep-copy (#23095)

2026-05-15 11:59:07 +02:00

test-recurrent-state-rollback.cpp

llama + spec: MTP Support (#22673)

2026-05-16 20:06:23 +08:00

test-regex-partial.cpp

common/grammar : replace problematic backtracking regex [\s\S]* (#18342)

2026-01-03 16:02:43 -06:00

test-rope.cpp

ggml-cpu: templateify ggml_compute_forward_rope_f32 and _f16 (#16805)

2025-11-11 13:33:24 +02:00

test-sampling.cpp

sampling : optimize samplers by reusing bucket sort (#15665)

2025-08-31 20:41:02 +03:00

test-save-load-state.cpp

tests : move save-load-state from examples to tests (#23336)

2026-05-21 14:41:50 +03:00

test-state-restore-fragmented.cpp

common : only load backends when required (#22290)

2026-05-05 09:23:50 +02:00

test-thread-safety.cpp

common : move up common_init() and fix Windows UTF-8 logs (#21176)

2026-03-31 12:53:41 +02:00

test-tokenizer-0.cpp

tool/ex/tests: consistently free ctx, then model (#18168)

2025-12-22 11:00:37 +01:00

test-tokenizer-0.py

requirements : update transformers to 5.5.1 (#21617)

2026-04-09 12:36:29 +02:00

test-tokenizer-0.sh

model : add Jina Embeddings v5 Nano (partial EuroBERT) support (#19826)

2026-02-26 12:14:09 +01:00

test-tokenizer-1-bpe.cpp

tool/ex/tests: consistently free ctx, then model (#18168)

2025-12-22 11:00:37 +01:00

test-tokenizer-1-spm.cpp

tool/ex/tests: consistently free ctx, then model (#18168)

2025-12-22 11:00:37 +01:00

test-tokenizer-random.py

requirements : update transformers to 5.5.1 (#21617)

2026-04-09 12:36:29 +02:00

test-tokenizers-repo.sh

devops: add s390x & ppc64le CI (#15925)

2025-09-27 02:03:33 +08:00

testing.h

common : implement new jinja template engine (#18462)

2026-01-16 11:22:06 +01:00