koboldcpp/tests
Gabe Goodhart 7221e24f57
model : GraniteSWAForCausalLM / GraniteMoeSWAForCausalLM (#25505)
* feat(convert): Add conversion for GraniteSWAForCausalLM

Branch: GraniteSWAForCausalLM
AI-usage: full (Bob, OpenCode + Qwen3.6-35b)
Signed-off-by: Gabe Goodhart <ghart@us.ibm.com>

* feat(llama): Add granite_swa support

Branch: GraniteSWAForCausalLM
AI-usage: full (Bob, OpenCode + Qwen3.6-35b)
Signed-off-by: Gabe Goodhart <ghart@us.ibm.com>

* feat(conversion): Add conversion infra for rope_pattern array

NOTE: There is other work also targeting this, so this may be
removed depending on merge order.

Branch: GraniteSWAForCausalLM
AI-usage: full (Bob)
Signed-off-by: Gabe Goodhart <ghart@us.ibm.com>

* fix(conversion): Fix SWA pattern logic and support for non-rope layers

Branch: GraniteSWAForCausalLM
AI-usage: full (Bob)
Signed-off-by: Gabe Goodhart <ghart@us.ibm.com>

* feat(conversion): Add support for GraniteMoeSWA

Branch: GraniteSWAForCausalLM
AI-usage: full (Bob)
Signed-off-by: Gabe Goodhart <ghart@us.ibm.com>

* feat: Add llama_hparams::has_rope and arch constants

NOTE: This shadows the work done for Granite Speech
https://github.com/ggml-org/llama.cpp/pull/25107

Branch: GraniteSWAForCausalLM
AI-usage: full (Bob)
Signed-off-by: Gabe Goodhart <ghart@us.ibm.com>

* feat: Add support for per-layer rope determination

Branch: GraniteSWAForCausalLM
AI-usage: full (Bob)
Signed-off-by: Gabe Goodhart <ghart@us.ibm.com>

* style: Fix failing flake8 for extra newlines

Branch: GraniteSWAForCausalLM
AI-usage: none
Signed-off-by: Gabe Goodhart <ghart@us.ibm.com>

* test: Write out SLIDING_WINDOW_PATTERN in llama-model-saver

Branch: GraniteSWAForCausalLM
AI-usage: full (OpenCode + Qwen3.6-35b)
Signed-off-by: Gabe Goodhart <ghart@us.ibm.com>

* fix(convert): Fix missing registration for GraniteMoeSWAForCausalLM

Branch: GraniteSWAForCausalLM
AI-usage: none
Signed-off-by: Gabe Goodhart <ghart@us.ibm.com>

* fix: Load MoE params as optional

Branch: GraniteSWAForCausalLM
AI-usage: draft (OpenCode + Qwen3.6-35b)
Signed-off-by: Gabe Goodhart <ghart@us.ibm.com>

* feat: Handle MoE params in conversion

branch: GraniteSWAForCausalLM
AI-usage: full (OpenCode + Qwen3.6-35b)
Signed-off-by: Gabe Goodhart <ghart@us.ibm.com>

* style: Remove unnecessary newline

AI-usage: none
Signed-off-by: Gabe Goodhart <ghart@us.ibm.com>

* fix: Remove unnecessary tensor additions to GRANITE architecture

Branch: GraniteSWAForCausalLM
AI-usage: none
Signed-off-by: Gabe Goodhart <ghart@us.ibm.com>

* fix: Correctly handle naming for ffn gate inp

Branch: GraniteSWAForCausalLM
AI-usage: none
Signed-off-by: Gabe Goodhart <ghart@us.ibm.com>

* fix: Always default hparams.rope_pattern to 1s

This isn't strictly necessary, but it will allow other models to rely on
hparams.has_rope(il) without needting to prepopulate.

Branch: GraniteSWAForCausalLM
AI-usage: none
Signed-off-by: Gabe Goodhart <ghart@us.ibm.com>

* feat: Move to has_rope for all granite model architectures

Now that we have a proper hparam for this, it's better to use it and not
require a hacky fallback in the hparam method itself.

Branch: GraniteSWAForCausalLM
AI-usage: none
Signed-off-by: Gabe Goodhart <ghart@us.ibm.com>

* feat: No hacky rope_finetuned fallback in has_rope

Branch: GraniteSWAForCausalLM
AI-usage: none
Signed-off-by: Gabe Goodhart <ghart@us.ibm.com>

* fix: Fully remove rope hparam filling in granitemoe

There are no granitemoe models that use NoPE (it's not actually used in the
layer building below), so this was just dead code.

Branch: GraniteSWAForCausalLM
AI-usage: none
Signed-off-by: Gabe Goodhart <ghart@us.ibm.com>

* fix: Save out rope_pattern in model-saver

Branch: GraniteSWAForCausalLM
AI-usage: none
Signed-off-by: Gabe Goodhart <ghart@us.ibm.com>

* fix: Set hparams.rope_finetuned for round trip

Since the value is _read_ from rope_finetuned, we need to persist it when
the model is saved with the saver.

Branch: GraniteSWAForCausalLM
AI-usage: none
Signed-off-by: Gabe Goodhart <ghart@us.ibm.com>

* fix: Code review cleanup

Signed-off-by: Gabe Goodhart <ghart@us.ibm.com>
Co-authored-by: Sigbjørn Skjæret <sigbjorn.skjaeret@huggingface.co>

Co-authored-by: Sigbjørn Skjæret <sigbjorn.skjaeret@huggingface.co>

* refactor: Keep gate/up fused for MoE path

Branch: GraniteSWAForCausalLM
AI-usage: full (Claude + Sonnet 5)
Signed-off-by: Gabe Goodhart <ghart@us.ibm.com>

* fix: Skip GRANITE_SWA in model saver

https://github.com/ggml-org/llama.cpp/pull/25505#discussion_r3773175651

Keeping is_swa_impl in the saver can break other models.

Branch: GraniteSWAForCausalLM
AI-usage: none
Signed-off-by: Gabe Goodhart <ghart@us.ibm.com>

* add sliding window pattern for model in test

* style: Fix indentation

Branch: GraniteSWAForCausalLM
AI-usage: none
Signed-off-by: Gabe Goodhart <ghart@us.ibm.com>

* fix: Fix \r\n

Thanks Claude!

Branch: GraniteSWAForCausalLM
AI-usage: none
Signed-off-by: Gabe Goodhart <ghart@us.ibm.com>

* feat: Keep shared expert fused

Branch: GraniteSWAForCausalLM
AI-usage: full (Claude + Sonnet 5)
Signed-off-by: Gabe Goodhart <ghart@us.ibm.com>

* style: More indentation fixes

Signed-off-by: Gabe Goodhart <ghart@us.ibm.com>

Co-authored-by: Sigbjørn Skjæret <sigbjorn.skjaeret@huggingface.co>

---------

Signed-off-by: Gabe Goodhart <ghart@us.ibm.com>
Co-authored-by: Sigbjørn Skjæret <sigbjorn.skjaeret@huggingface.co>
2026-08-19 16:53:31 +02:00
..
peg-parser common/peg : suppress incomplete escape sequences (#26780) 2026-08-11 07:10:31 +03:00
snapshots tests : avoid building get-model.cpp many times (#26317) 2026-07-30 19:34:04 +03:00
.gitignore tests : add unit test coverage for llama_tensor_get_type (#20112) 2026-04-02 22:53:58 +02:00
CMakeLists.txt tests: skip test-unicode build on win32/BUILD_SHARED_LIBS (#27336) 2026-08-19 08:50:50 +02:00
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 tests: Harmonize header use (#25616) 2026-07-13 15:36:51 +03:00
test-arg-parser.cpp llama : support multi-output backend sampling (#25532) 2026-08-10 16:58:56 +03:00
test-autorelease.cpp tests : avoid building get-model.cpp many times (#26317) 2026-07-30 19:34:04 +03:00
test-backend-ops.cpp ggml: add ggml_rope_set_offset (+ metal support) (#27120) 2026-08-19 14:04:57 +02:00
test-backend-sampler.cpp tests : disable backend sampler hip multi output (#26878) 2026-08-11 07:21:32 +03:00
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-batch-alloc.cpp llama-batch: add unit test (#25471) 2026-07-10 11:04:31 +08:00
test-c.c ggml : remove kompute backend (#14501) 2025-07-03 07:48:32 +03:00
test-chat-auto-parser.cpp model : BailingMoE3 Support (#26608) 2026-08-17 09:49:49 +02:00
test-chat-peg-parser.cpp chat : add qwen3 specialized parser (#26252) 2026-08-02 04:13:20 -05:00
test-chat-template.cpp jinja: add --dump-prog for debugging (#25086) 2026-06-28 15:50:31 +02:00
test-chat.cpp model: add Kimi-K3 text model (#26185) 2026-08-15 17:11:05 +02:00
test-col2im-1d.cpp ggml : add GGML_OP_COL2IM_1D (#24206) 2026-06-09 12:01:37 +03:00
test-double-float.cpp ggml : minor naming changes (#8433) 2024-07-12 10:46:02 +03:00
test-export-graph-ops.cpp tests: export-graph-ops: exit gracefully when called w/o arguments (#25619) 2026-07-14 13:15:41 +03:00
test-gbnf-validator.cpp cmake : do not include ./src as public for libllama (#13062) 2025-04-24 16:00:10 +03:00
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 gguf : harden loader against malformed tensor dims and metadata types (#25596) 2026-08-12 15:07:48 +03:00
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 grammar : degrade max repetition >= 2000 to unbounded (#26613) 2026-08-05 07:39:10 -05:00
test-jinja.cpp chat: refactor handling supports_string_content / supports_typed_content (#27130) 2026-08-16 12:45:33 +02:00
test-json-schema-to-grammar.cpp common/json-schema-to-grammar : align spacing rules with parsers (#24835) 2026-06-20 17:43:04 -05:00
test-llama-archs.cpp model : GraniteSWAForCausalLM / GraniteMoeSWAForCausalLM (#25505) 2026-08-19 16:53:31 +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 tests : avoid building get-model.cpp many times (#26317) 2026-07-30 19:34:04 +03:00
test-model-resolution.cpp Mitigate crashing issue on Windows MSYS2 UCRT64 environment (GCC 16.1.0) (#26555) 2026-08-07 11:17:16 +02:00
test-mtmd-c-api.c mtmd: add chunk save/load function (#26645) 2026-08-06 19:46:40 +02:00
test-mtmd-impl.cpp mtmd: add mtmd_bitmap_set_mergeable (#27348) 2026-08-19 13:48:22 +02:00
test-opt.cpp tests : fix test-opt with GGML_BACKEND_DL (#15599) 2025-08-26 22:14:38 +02:00
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 : avoid building get-model.cpp many times (#26317) 2026-07-30 19:34:04 +03:00
test-quantize-fns.cpp Add Q2_0 quantization: type definition and CPU backend (#24448) 2026-07-07 12:05:47 -07:00
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 cmake : introduce semantic versioning (#26839) 2026-08-12 14:15:03 +02:00
test-reasoning-budget.cpp common : add support for multiple end sequences in the reasoning budget sampler (#25544) 2026-07-25 11:58:09 +02:00
test-recurrent-state-rollback.cpp DeepseekV4 MTP + DSpark (#25784) 2026-08-02 20:55:34 +08:00
test-rope.cpp ggml-cpu: templateify ggml_compute_forward_rope_f32 and _f16 (#16805) 2025-11-11 13:33:24 +02:00
test-rset-release.cpp tests : avoid building get-model.cpp many times (#26317) 2026-07-30 19:34:04 +03:00
test-sampling.cpp llama : support multi-output backend sampling (#25532) 2026-08-10 16:58:56 +03:00
test-save-load-state.cpp tests : remove unnecessary sync in test-save-load-state (#26166) 2026-07-27 13:11:20 +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 tests : synchronize contexts at end of test-thread-safety (#24935) 2026-06-25 09:22:51 +03:00
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
test-unicode.cpp unicode : include '~' in collapsed symbol class (#26972) 2026-08-18 15:15:22 +02:00
testing.h chat: refactor handling supports_string_content / supports_typed_content (#27130) 2026-08-16 12:45:33 +02:00