llama.cpp verification source 2026-05-22

examples/llama-eval/README.md

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+# llama-eval
+
+Simple evaluation tool for llama.cpp with support for multiple datasets.
+
+For a full description, usage examples, and sample results, see:
+
+- [PR 21152](https://github.com/ggml-org/llama.cpp/pull/21152)
+
+## Quick start
+
+```bash
+# Single server
+python3 llama-eval.py \
+  --server http://localhost:8033 \
+  --model my-model \
+  --dataset gsm8k --n_cases 100 \
+  --grader-type regex --threads 32
+
+# Multiple servers (comma-separated URLs and thread counts)
+python3 llama-eval.py \
+  --server http://server1:8033,http://server2:8033 \
+  --server-name server1,server2 \
+  --threads 16,16 \
+  --dataset aime2025 --n_cases 240 \
+  --grader-type regex
+```