koboldcpp/tests
Georgi Gerganov 4e97ac86eb
tests : run test-save-load-state across all architectures (#27755)
* tests : run test-save-load-state across all architectures

test-save-load-state previously only ran in ctest against a single
downloaded model (tinyllamas/stories15M), i.e. only the llama arch.

Add a --models DIR mode to test-save-load-state that runs the full
save/load suite over every *.gguf in a directory, reporting a
per-model PASS/FAIL and exiting non-zero if any model fails, and wire
a ctest to run it over all architectures using the existing
generate-models fixture (test-llama-archs). The single-model -m mode
is preserved (still used by ci/run.sh).

Also bump the dummy-model training context in test-llama-archs from
128 to 256 so that the per-sequence context (which is padded up to a
multiple of 256) no longer exceeds n_ctx_train and emits the
"possible training context overflow" warning.

The test is expected to fail until the affected arches are fixed:
deepseek4 (host seq-copy), gemma2/gpt-oss/lfm2 (device seq-copy),
minimax-01 (state load). It aborts at the first arch that crashes.

Assisted-by: pi:llama.cpp/Qwen3.8-27B

* tests : match dummy DSA indexer to fused Lightning Indexer kernel

The dummy DSA indexer (deepseek32, glm-dsa, ...) used key_length=64 and head_count=1, so the fused Lightning Indexer op's q tensor was shaped [64, 1, ...]. The Metal fused kernel is fixed to DK=128, NH=64, so it rejected the op and the scheduler fell back to CPU, emitting a 'layer assigned to MTL but Lightning Indexer on CPU' warning. Bump key_length to 128 and the DSA head_count to 64 so the fused op runs on the GPU.

Assisted-by: pi:llama.cpp/Qwen3.8-27B

* tests : add --help and document -o in test-llama-archs

Add a --help/-h flag to test-llama-archs and list the existing -o/--out option in the usage text, which was previously missing.

Assisted-by: pi:llama.cpp/Qwen3.8-27B

* tests : use 64 indexer heads for deepseek4

deepseek4's indexer head count was set to n_head (8), which does not match the fused Lightning Indexer kernel's fixed NH=64, so the fused op fell back to the CPU backend and emitted a device-mismatch warning. Give it the same fixed 64 as the other indexer archs by dropping it from the n_head ternary (only minimax-m3 keeps n_head, since it does not use the fused Lightning Indexer op).

Assisted-by: pi:llama.cpp/Qwen3.8-27B

* tests : fix dsv4 save-load n_stream mismatch

The dsv4 KV cache keeps per-sequence KV/state streams even in unified mode, so its n_stream equals n_seq_max. The test saved the state in the baseline with n_seq_max=1 but loaded it in the seq-copy tests with n_seq_max=2, so state_read threw an n_stream mismatch. Use n_seq_max=2 in the baseline and state-load tests so the save and load agree.

Assisted-by: pi:llama.cpp/Qwen3.8-27B

* context : relax on-device seq-copy chunk alignment

The on-device state seq copy (llama_state_seq_set_data with LLAMA_STATE_SEQ_FLAGS_ON_DEVICE) copied the write-side cpy tensors to the read-side targets 1:1 by index, requiring the writer and reader to emit the same number of chunks in the same order with the same per-chunk sizes. state_write_data chunks per cell-range while state_read_data chunks contiguous-or-per-cell, so the counts diverged for non-contiguous sources (dsv4, SWA) and the copy aborted with "memory buffer mismatch".

All state writers and readers enumerate the same logical data in the same order, differing only in chunking. Copy the flat write-side data into the read-side targets with a byte cursor that walks both tensor lists across their boundaries, so the chunking no longer needs to match. Keep the total-size guard; drop the n_tensors equality check.

Assisted-by: pi:llama.cpp/Qwen3.8-27B

* model : fix dangling hparams ref in minimax-01 LA graph input
llm_graph_input_la stored const llama_hparams & hparams, bound to the llm_graph_params temporary in llama_context::process_ubatch. The input object outlives that temporary (it is kept in llm_graph_result::inputs for graph reuse), so set_input() read destroyed stack memory on every graph reuse - test-save-load-state crashed for minimax-01 when the stack region was overwritten (n_layer_all read as 0, abort in llama_hparams::n_head). Store a copy like every other graph input class.
Assisted-by: pi:llama.cpp/Qwen3.8-27B

* context : handle "worst case" graph and add TODO
2026-08-28 09:45:19 +03:00
..
peg-parser common: add json.h abstraction (#27511) 2026-08-22 16:28:28 +02:00
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 : run test-save-load-state across all architectures (#27755) 2026-08-28 09:45:19 +03:00
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 spec: Add benchmark-only synthetic speculative acceptance options (#27711) 2026-08-27 13:53:42 +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 spec : add DFlash2 support (local convolution + candidate selector) (#27342) (#27816) 2026-08-27 19:17:07 +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-analysis.cpp test: move tools/parser to tests (#27548) 2026-08-23 18:38:51 +02:00
test-chat-auto-parser.cpp test: move tools/parser to tests (#27548) 2026-08-23 18:38:51 +02:00
test-chat-peg-parser.cpp common: add json.h abstraction (#27511) 2026-08-22 16:28:28 +02:00
test-chat-template.cpp test: move tools/parser to tests (#27548) 2026-08-23 18:38:51 +02:00
test-chat.cpp common: add json.h abstraction (#27511) 2026-08-22 16:28:28 +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: add json.h abstraction (#27511) 2026-08-22 16:28:28 +02:00
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 common: add json.h abstraction (#27511) 2026-08-22 16:28:28 +02:00
test-json-schema-to-grammar.cpp common: add json.h abstraction (#27511) 2026-08-22 16:28:28 +02:00
test-llama-archs.cpp tests : run test-save-load-state across all architectures (#27755) 2026-08-28 09:45:19 +03:00
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 common: add json.h abstraction (#27511) 2026-08-22 16:28:28 +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: fix rollback with multi-seq (#26756) 2026-08-23 13:57:49 +03:00
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 : run test-save-load-state across all architectures (#27755) 2026-08-28 09:45:19 +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