llama.cpp/tools
Adrien Gallouët 463b6a963c
tools : enable kvu in perplexity for hellaswag, winogrande, multiple-choice (#19954)
llama-perplexity -hf unsloth/Qwen3-0.6B-GGUF:Q4_K_M -f winogrande-debiased-eval.csv --winogrande

    winogrande_score : tokenizing selected tasks
    winogrande_score : calculating winogrande score over selected tasks.
    split_equal: sequential split is not supported when there are coupled sequences in the input batch (you may need to use the -kvu flag)
    decode: failed to find a memory slot for batch of size 46
    failed to decode the batch, n_batch = 2048, ret = 1
    winogrande_score: llama_decode() failed

same for hellaswag:

    split_equal: sequential split is not supported when there are coupled sequences in the input batch (you may need to use the -kvu flag)
    decode: failed to find a memory slot for batch of size 99
    failed to decode the batch, n_batch = 2048, ret = 1
    hellaswag_score: llama_decode() failed

Signed-off-by: Adrien Gallouët <angt@huggingface.co>
2026-03-13 21:25:57 +01:00
..
batched-bench Fix locale-dependent float printing in GGUF metadata (#17331) 2026-03-04 09:30:40 +01:00
cli common/parser: handle reasoning budget (#20297) 2026-03-11 10:26:12 +01:00
completion chore : correct typos [no ci] (#20041) 2026-03-05 08:50:21 +01:00
cvector-generator chore : correct typos [no ci] (#20041) 2026-03-05 08:50:21 +01:00
export-lora Fix locale-dependent float printing in GGUF metadata (#17331) 2026-03-04 09:30:40 +01:00
fit-params llama-fit-params: keep explicit --ctx-size 0 (#19070) 2026-01-24 22:13:08 +01:00
gguf-split Fix locale-dependent float printing in GGUF metadata (#17331) 2026-03-04 09:30:40 +01:00
imatrix chore : correct typos [no ci] (#20041) 2026-03-05 08:50:21 +01:00
llama-bench llama-bench: introduce `-hf` and `-hff` flags & use `--mmap 1` by default (#20211) 2026-03-09 09:05:44 +08:00
mtmd mtmd : rename mtmd_get_audio_bitrate to mtmd_get_audio_sample_rate (#20105) 2026-03-13 12:30:02 +01:00
parser Autoparser - complete refactoring of parser architecture (#18675) 2026-03-06 21:01:00 +01:00
perplexity tools : enable kvu in perplexity for hellaswag, winogrande, multiple-choice (#19954) 2026-03-13 21:25:57 +01:00
quantize llama-quant : fail early on missing imatrix, refactor type selection, code cleanup (#19770) 2026-03-10 08:16:05 +02:00
results llama: end-to-end tests (#19802) 2026-03-08 12:30:21 +01:00
rpc Fix locale-dependent float printing in GGUF metadata (#17331) 2026-03-04 09:30:40 +01:00
server llama : fix pooling assertion crash in chunked GDN detection path (#20468) 2026-03-13 20:53:42 +02:00
tokenize Fix locale-dependent float printing in GGUF metadata (#17331) 2026-03-04 09:30:40 +01:00
tts Fix locale-dependent float printing in GGUF metadata (#17331) 2026-03-04 09:30:40 +01:00
CMakeLists.txt llama: end-to-end tests (#19802) 2026-03-08 12:30:21 +01:00