From efbfaa2ee26b24ffcbdce1acaaf9b02d4069ce09 Mon Sep 17 00:00:00 2001
From: zhenghaoz <zhangzhenghao@hotmail.com>
Date: Fri, 6 Nov 2026 12:05:43 +0000
Subject: [PATCH 1/5] Remove examples

---
 Cargo.toml                          |  8 +--
 rust/examples/embed.rs              | 15 -----
 rust/src/lib.rs                     |  4 --
 rust/tests/{bindings.rs => clap.rs} |  0
 rust/tests/ffi/regression.rs        | 62 --------------------
 rust/tests/generate.py              | 89 -----------------------------
 rust/tests/test_package.py          | 76 ------------------------
 7 files changed, 2 insertions(+), 252 deletions(-)
 delete mode 100644 rust/examples/embed.rs
 rename rust/tests/{bindings.rs => clap.rs} (100%)
 delete mode 100644 rust/tests/ffi/regression.rs
 delete mode 100644 rust/tests/generate.py
 delete mode 100644 rust/tests/test_package.py

diff --git a/Cargo.toml b/Cargo.toml
index 9b15039..ac435ca 100644
--- a/Cargo.toml
+++ b/Cargo.toml
@@ -36,9 +36,5 @@ name = "clap_cpp"
 path = "rust/src/lib.rs"
 
 [[test]]
-name = "bindings"
-path = "rust/tests/bindings.rs"
-
-[[example]]
-name = "embed"
-path = "rust/examples/embed.rs"
+name = "clap_test"
+path = "rust/tests/clap.rs"
diff --git a/rust/examples/embed.rs b/rust/examples/embed.rs
deleted file mode 100644
index 3dba364..0000000
--- a/rust/examples/embed.rs
+++ /dev/null
@@ -1,15 +0,0 @@
-use clap_cpp::CLAP;
-
-fn main() -> Result<(), Box<dyn std::error::Error>> {
-    let mut args = std::env::args().skip(1);
-    let path = args
-        .next()
-        .ok_or("usage: cargo run --example embed -- MODEL.gguf TEXT [AUDIO]")?;
-    let text = args.next().ok_or("missing text")?;
-    let mut model = CLAP::new(path, 0)?;
-    println!("text: {:?}", model.encode_text(&text)?);
-    if let Some(path) = args.next() {
-        println!("audio: {:?}", model.encode_audio(path, 0)?);
-    }
-    Ok(())
-}
diff --git a/rust/src/lib.rs b/rust/src/lib.rs
index bc92ed4..a1182d8 100644
--- a/rust/src/lib.rs
+++ b/rust/src/lib.rs
@@ -201,7 +201,3 @@ impl CLAP {
         output.into_vec()
     }
 }
-
-#[cfg(test)]
-#[path = "../tests/ffi/regression.rs"]
-mod regression;
diff --git a/rust/tests/bindings.rs b/rust/tests/clap.rs
similarity index 100%
rename from rust/tests/bindings.rs
rename to rust/tests/clap.rs
diff --git a/rust/tests/ffi/regression.rs b/rust/tests/ffi/regression.rs
deleted file mode 100644
index d0da3ea..0000000
--- a/rust/tests/ffi/regression.rs
+++ /dev/null
@@ -1,62 +0,0 @@
-// Private FFI contract regressions, compiled as the crate's unit tests.
-use super::*;
-use std::mem::{align_of, offset_of, size_of};
-
-#[test]
-fn runtime_options_match_c_layout_and_by_value_defaults() {
-    assert_eq!(size_of::<ffi::Status>(), size_of::<std::ffi::c_int>());
-    assert_eq!(offset_of!(ffi::RuntimeOptions, threads), 0);
-    let pointer_offset = size_of::<std::ffi::c_int>().next_multiple_of(align_of::<*const c_char>());
-    assert_eq!(offset_of!(ffi::RuntimeOptions, device), pointer_offset);
-    assert_eq!(
-        offset_of!(ffi::RuntimeOptions, activation_precision),
-        pointer_offset + size_of::<*const c_char>()
-    );
-    assert_eq!(
-        align_of::<ffi::RuntimeOptions>(),
-        align_of::<*const c_char>()
-    );
-    // A real C struct return exercises the ABI, not a Rust-created approximation.
-    let defaults = unsafe { ffi::clap_default_options() };
-    assert_eq!(defaults.threads, 0);
-    assert!(defaults.device.is_null());
-    assert_eq!(defaults.activation_precision, 0);
-    let _: unsafe extern "C" fn(
-        *mut ffi::Model,
-        *const c_char,
-        usize,
-        *mut *mut f32,
-        *mut usize,
-    ) -> ffi::Status = ffi::clap_encode_audio_file;
-}
-
-#[test]
-fn empty_native_output_never_forms_a_null_slice() {
-    assert!(NativeBuffer::default().into_vec().unwrap().is_empty());
-}
-
-#[test]
-fn nonempty_null_native_output_is_rejected() {
-    let output = NativeBuffer {
-        values: std::ptr::null_mut(),
-        count: 1,
-    };
-    assert!(output.into_vec().unwrap_err().to_string().contains("null"));
-}
-
-#[test]
-fn status_diagnostic_is_owned_before_another_native_call() {
-    let mut out = std::ptr::null_mut();
-    let status = unsafe { ffi::clap_create(std::ptr::null(), std::ptr::null(), &mut out) };
-    let error = check_status(status).unwrap_err();
-    let message = error.to_string();
-    assert!(!message.is_empty());
-    let mut second = std::ptr::null_mut();
-    let missing = CString::new("missing-ffi-regression.gguf").unwrap();
-    let second_status =
-        unsafe { ffi::clap_create(missing.as_ptr(), std::ptr::null(), &mut second) };
-    assert!(check_status(second_status).is_err());
-    assert_eq!(error.to_string(), message);
-    assert!(out.is_null());
-    assert!(second.is_null());
-}
diff --git a/rust/tests/generate.py b/rust/tests/generate.py
deleted file mode 100644
index 2d8890f..0000000
--- a/rust/tests/generate.py
+++ /dev/null
@@ -1,89 +0,0 @@
-"""Generate real tiny models using the repository's stdlib-only fixtures."""
-import importlib.util
-from pathlib import Path
-import struct
-import math
-
-
-def text_reference(ids):
-    """Scalar stdlib oracle; mirrors the existing fixture's independent forward pass.
-
-    No Rust/C++ calls or ML libraries. Weights round through on-disk F32 first.
-    """
-    def weight(name, n):
-        norm = 'norm' in name.lower() or 'LayerNorm' in name
-        values = [(1.0 if name.endswith('weight') else 0.0) if norm else
-                  0.12 * math.sin(i * 0.73 + sum(name.encode()) * 0.17)
-                  for i in range(n)]
-        return list(struct.unpack('<' + 'f' * n, struct.pack('<' + 'f' * n, *values)))
-
-    def linear(x, prefix, output):
-        w = weight(prefix + '.weight', len(x) * output)
-        b = weight(prefix + '.bias', output)
-        return [sum(a * v for a, v in zip(x, w[i*len(x):(i+1)*len(x)])) + b[i]
-                for i in range(output)]
-
-    def norm(x, prefix):
-        mean = sum(x) / len(x)
-        var = sum((a-mean)**2 for a in x) / len(x)
-        w, b = weight(prefix + '.weight', len(x)), weight(prefix + '.bias', len(x))
-        return [(a-mean) / math.sqrt(var+1e-5) * s + t for a, s, t in zip(x, w, b)]
-
-    def add(x, y):
-        return [a+b for a,b in zip(x,y)]
-
-    word = weight('text.embeddings.word_embeddings.weight', 261*4)
-    pos = weight('text.embeddings.position_embeddings.weight', 514*4)
-    types = weight('text.embeddings.token_type_embeddings.weight', 4)
-    x = [norm(add(add(word[t*4:(t+1)*4], pos[(i+2)*4:(i+3)*4]), types),
-              'text.embeddings.LayerNorm') for i,t in enumerate(ids)]
-    prefix = 'text.encoder.layer.0'
-    q,k,v = [[linear(row, prefix + '.attention.self.' + part, 4) for row in x]
-             for part in ['query', 'key', 'value']]
-    attention = []
-    for row in q:
-        scores = [sum(a*b for a,b in zip(row, key))/2 for key in k]
-        probs = [math.exp(a-max(scores)) for a in scores]
-        total = sum(probs)
-        attention.append([sum(p/total * val[i] for p,val in zip(probs,v)) for i in range(4)])
-    x = [norm(add(row, linear(a, prefix + '.attention.output.dense', 4)),
-              prefix + '.attention.output.LayerNorm') for row,a in zip(x,attention)]
-    hidden = [linear(row, prefix + '.intermediate.dense', 8) for row in x]
-    hidden = [[0.5*a*(1+math.erf(a/math.sqrt(2))) for a in row] for row in hidden]
-    x = [norm(add(row, linear(h, prefix + '.output.dense', 4)), prefix + '.output.LayerNorm')
-         for row,h in zip(x,hidden)]
-    pooled = [math.tanh(a) for a in linear(x[0], 'text.pooler.dense', 4)]
-    projected = linear([max(a,0) for a in linear(pooled, 'text_proj.linear1', 3)], 'text_proj.linear2', 3)
-    length = math.sqrt(sum(a*a for a in projected))
-    return [a/length for a in projected]
-import sys
-import wave
-
-crate = Path(__file__).resolve().parents[2]
-source = crate / 'python/tests/tiny_models.py'
-# Keep the packaged source tree unchanged during fixture generation.
-sys.dont_write_bytecode = True
-spec = importlib.util.spec_from_file_location('tiny_models', source)
-tiny = importlib.util.module_from_spec(spec)
-spec.loader.exec_module(tiny)
-out = Path(sys.argv[1])
-(out / 'text-reference.txt').write_text(' '.join(map(str, text_reference([0, 77, 110, 2]))))
-tiny.clap_fixture(out / '模型.gguf')
-tiny.mert_fixture(out / 'mert.gguf')
-with wave.open(str(out / '音频.wav'), 'wb') as f:
-    f.setparams((1, 2, 24000, 4, 'NONE', 'not compressed'))
-    f.writeframes(struct.pack('<4h', 0, 8192, -16384, 24576))
-with wave.open(str(out / '立体声.wav'), 'wb') as f:
-    f.setparams((2, 2, 24000, 4, 'NONE', 'not compressed'))
-    f.writeframes(struct.pack('<8h', -4096, 4096, 4096, 12288, -20480, -12288, 20480, 28672))
-
-def wav(name, rate, samples):
-    with wave.open(str(out / name), 'wb') as f:
-        f.setparams((1, 2, rate, len(samples), 'NONE', 'not compressed'))
-        f.writeframes(struct.pack('<' + 'h' * len(samples), *samples))
-
-samples = [int(8192 * math.sin(i * 0.03)) for i in range(12 * 48000)]
-wav('long.wav', 48000, samples)
-wav('crop.wav', 48000, samples[48000:11 * 48000])
-wav('mert.wav', 24000, [int(6553 * math.sin(i * 0.03)) for i in range(24000)])
-(out / 'invalid.wav').write_bytes(b'not an audio file')
diff --git a/rust/tests/test_package.py b/rust/tests/test_package.py
deleted file mode 100644
index 4a37ca7..0000000
--- a/rust/tests/test_package.py
+++ /dev/null
@@ -1,76 +0,0 @@
-"""Check the real Cargo inventory in checkouts and extracted source packages."""
-from pathlib import Path, PureWindowsPath
-import subprocess
-import unittest
-
-ROOT = Path(__file__).resolve().parents[2]
-MODULES = ("ggml", "thirdparty/json", "thirdparty/icu", "thirdparty/miniaudio")
-REQUIRED = (
-    "Cargo.toml", "Cargo.lock", "LICENSE", "CMakeLists.txt",
-    "cmake/cargo-link.cmake", "cmake/static-development.cmake", "include/clap.h",
-    "rust/build.rs", "rust/src/lib.rs", "rust/examples/embed.rs",
-    "rust/tests/bindings.rs", "rust/tests/ffi/regression.rs",
-    "rust/tests/generate.py", "rust/tests/test_package.py", "rust/README.md",
-    "python/tests/tiny_models.py", "ggml/CMakeLists.txt", "ggml/LICENSE",
-    "ggml/src/ggml-cuda/CMakeLists.txt", "ggml/src/ggml-vulkan/CMakeLists.txt",
-    "ggml/src/ggml-hip/CMakeLists.txt", "ggml/src/ggml-metal/CMakeLists.txt",
-    "thirdparty/json/CMakeLists.txt", "thirdparty/json/LICENSE.MIT",
-    "thirdparty/miniaudio/miniaudio.h", "thirdparty/miniaudio/LICENSE",
-    "thirdparty/icu/LICENSE", "thirdparty/icu/icu4c/source/common/unicode/uvernum.h",
-    "thirdparty/icu/icu4c/source/i18n/regexcmp.cpp",
-    "thirdparty/icu/icu4c/source/stubdata/stubdata.cpp",
-)
-
-
-def git(*args, cwd=ROOT):
-    return subprocess.check_output(["git", *args], cwd=cwd, text=True).strip()
-
-
-def package_paths(output):
-    # Cargo --list displays host-native separators, while archive keys are POSIX.
-    return {PureWindowsPath(name).as_posix() for name in output.splitlines()}
-
-
-class PackageTests(unittest.TestCase):
-    def test_inventory_paths_are_platform_independent(self):
-        expected = {"Cargo.toml", "rust/src/lib.rs", "thirdparty/icu/LICENSE"}
-        self.assertEqual(package_paths("Cargo.toml\nrust/src/lib.rs\nthirdparty/icu/LICENSE\n"), expected)
-        self.assertEqual(package_paths("Cargo.toml\r\nrust\\src\\lib.rs\r\nthirdparty\\icu\\LICENSE\r\n"), expected)
-
-    def test_root_package_inventory(self):
-        files = package_paths(subprocess.check_output(
-            ["cargo", "package", "--manifest-path", str(ROOT / "Cargo.toml"),
-             "--list", "--allow-dirty", "--offline"], cwd=ROOT, text=True))
-        self.assertFalse(set(REQUIRED) - files, f"missing: {set(REQUIRED) - files}")
-        for name in files:
-            parts = Path(name).parts
-            self.assertFalse(set(parts) & {"target", "vendor", ".git", "__pycache__"}, name)
-            self.assertNotIn(Path(name).suffix, (".gguf", ".wav", ".pyc", ".o", ".a"), name)
-        self.assertFalse(any(name.startswith(("thirdparty/CLI11/", "thirdparty/cpp-httplib/"))
-                             for name in files))
-        # Every original native source/module and selected dependency file belongs
-        # to the package, not a generated copy. Check all files, not just sentinels.
-        for tree in ("src", "include", "cmake", "ggml/src", "ggml/include", "ggml/cmake",
-                     "thirdparty/json/include", "thirdparty/json/cmake",
-                     "thirdparty/icu/icu4c/source/common",
-                     "thirdparty/icu/icu4c/source/i18n", "thirdparty/icu/icu4c/source/stubdata"):
-            expected = {p.relative_to(ROOT).as_posix() for p in (ROOT / tree).rglob("*")
-                        if p.is_file() and "__pycache__" not in p.parts}
-            self.assertTrue(expected, f"empty source tree: {tree}")
-            self.assertFalse(expected - files, f"omitted {tree}: {expected - files}")
-
-    def test_checkout_submodules_are_pinned_and_clean(self):
-        if not (ROOT / ".git").exists():
-            self.skipTest("registry source archive has no Git metadata")
-        for module in MODULES:
-            with self.subTest(module=module):
-                entry = git("ls-tree", "HEAD", "--", module).split()
-                self.assertEqual(entry[:2], ["160000", "commit"])
-                directory = ROOT / module
-                self.assertTrue((directory / ".git").exists(), "initialize pinned submodules")
-                self.assertEqual(git("rev-parse", "HEAD", cwd=directory), entry[2])
-                self.assertEqual(git("status", "--porcelain", "--untracked-files=all", cwd=directory), "")
-
-
-if __name__ == "__main__":
-    unittest.main()

From 34f814f51f10bc7240958574fcd45fbab66447e3 Mon Sep 17 00:00:00 2001
From: zhenghaoz <zhangzhenghao@hotmail.com>
Date: Fri, 6 Nov 2026 12:34:30 +0000
Subject: [PATCH 2/5] Add tests

---
 Cargo.lock         | 3315 ++++++++++++++++++++++++++++++++++++++++++++
 Cargo.toml         |    5 +
 rust/build.rs      |  227 ---
 rust/tests/clap.rs |  167 +--
 4 files changed, 3373 insertions(+), 341 deletions(-)

diff --git a/Cargo.lock b/Cargo.lock
index 6a2514b..f4af621 100644
--- a/Cargo.lock
+++ b/Cargo.lock
@@ -2,6 +2,3321 @@
 # It is not intended for manual editing.
 version = 4
 
+[[package]]
+name = "aho-corasick"
+version = "1.1.5"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "c982642fa9e8606056828ee9a8505737230110bb1099153c79efe865c59d12ba"
+dependencies = [
+ "memchr",
+]
+
+[[package]]
+name = "android_system_properties"
+version = "0.1.6"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "ae221649c9976a6f6c56ae1facf410f3ddb33cc661c4b7b61020a912d4237fbc"
+dependencies = [
+ "libc",
+]
+
+[[package]]
+name = "anyhow"
+version = "1.0.104"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "330a5ed07fa54e4702c9d6c4174f74427fc0ef6e214bbd677ae50a5099946470"
+
+[[package]]
+name = "approx"
+version = "0.5.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "cab112f0a86d568ea0e627cc1d6be74a1e9cd55214684db5561995f6dad897c6"
+dependencies = [
+ "num-traits",
+]
+
+[[package]]
+name = "arrayvec"
+version = "0.7.8"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "d3fb67a6e08acf24fdeccbac2cb6ac4305825bd1f117462e0e6f2f193345ad56"
+
+[[package]]
+name = "async-trait"
+version = "0.1.92"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "82f6aeea286b8eb4dd3431a1be1b59d290ace00f5bfd8e2a159bc2a05e2c1667"
+dependencies = [
+ "proc-macro2",
+ "quote",
+ "syn 3.0.9",
+]
+
+[[package]]
+name = "atomic-waker"
+version = "1.1.2"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "1505bd5d3d116872e7271a6d4e16d81d0c8570876c8de68093a09ac269d8aac0"
+
+[[package]]
+name = "autocfg"
+version = "1.5.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "f2032f911046de80f0a198e0901378627c33f59ea0ac00e363d481118bd70a53"
+
+[[package]]
+name = "aws-lc-rs"
+version = "1.19.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "048006790404103c488e6c5616b3e7e702a71292aadda08e8f7698a9e0d2eb53"
+dependencies = [
+ "aws-lc-sys",
+ "zeroize",
+]
+
+[[package]]
+name = "aws-lc-sys"
+version = "0.47.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "8bfbe32ac36b3c428696ce315464181bc4029d689fd58e3f2a4e58c252242f52"
+dependencies = [
+ "cc",
+ "cmake",
+ "dunce",
+ "fs_extra",
+ "pkg-config",
+]
+
+[[package]]
+name = "base64"
+version = "0.22.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "72b3254f16251a8381aa12e40e3c4d2f0199f8c6508fbecb9d91f575e0fbb8c6"
+
+[[package]]
+name = "base64"
+version = "0.23.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "ac07cdecf99051d9a5238b80f35af32cdeba5b336e55d957b318b50137e18da5"
+
+[[package]]
+name = "bitflags"
+version = "2.13.2"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "3ded4057c258ba199e2d26386d3af3780957ecaee6c4ef4041c6b4b8b97c0b06"
+
+[[package]]
+name = "blake3"
+version = "1.8.7"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "6d9e454fc11f76977dc803893aff6304ed33d6a26efae8696573bea74baa27ae"
+dependencies = [
+ "arrayvec",
+ "cc",
+ "cfg-if",
+ "constant_time_eq",
+ "cpufeatures 0.3.1",
+]
+
+[[package]]
+name = "block-buffer"
+version = "0.10.4"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "3078c7629b62d3f0439517fa394996acacc5cbc91c5a20d8c658e77abd503a71"
+dependencies = [
+ "generic-array",
+]
+
+[[package]]
+name = "block-buffer"
+version = "0.12.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "d2f6c7dbe95a6ed67ad9f18e57daf93a2f034c524b99fd2b76d18fdfeb6660aa"
+dependencies = [
+ "hybrid-array",
+]
+
+[[package]]
+name = "bstr"
+version = "1.13.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "6bb31b46c14244e20ee9984b11bf5c992b91fb6939fea616e3512c8baecdbe5f"
+dependencies = [
+ "memchr",
+ "regex-automata",
+ "serde_core",
+]
+
+[[package]]
+name = "bumpalo"
+version = "3.20.3"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "72f5acc6cb2ba439de613abc23857ec3d78374d8ed5ac84e9d11336e87da8649"
+
+[[package]]
+name = "bytemuck"
+version = "1.25.2"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "95832e849adfb21180ccb6826a99da14e5d266ae5c2e668e1602cf234f153797"
+
+[[package]]
+name = "bytes"
+version = "1.12.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "fc652a48c352aef3ea3aed32080501cf3ef6ed5da78602a020c991775b0aff04"
+
+[[package]]
+name = "cc"
+version = "1.11.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "4ff2a8126fff0f8c839080d619675a585e61720bb12d2baceae45769fd66f155"
+dependencies = [
+ "find-msvc-tools",
+ "jobserver",
+ "libc",
+ "shlex",
+]
+
+[[package]]
+name = "cfg-if"
+version = "1.0.5"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "4e7648175b45a9a48536d676f68d918270699102aa8dab5496df06904c914600"
+
+[[package]]
+name = "cfg_aliases"
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+]
+
+[[package]]
+name = "zeroize"
+version = "1.9.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "e13084392c5e4bc371903e2935a5eaeed24905a7511356b883835e18a78f6879"
+
+[[package]]
+name = "zerotrie"
+version = "0.2.5"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "4ea269c3bd32f0a32c321907a2ae912ba6f4649bb0fc764a15627e99a7095a3f"
+dependencies = [
+ "displaydoc",
+ "yoke",
+ "zerofrom",
+]
+
+[[package]]
+name = "zerovec"
+version = "0.11.9"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "f58a2799cfe9a1670c7ea8edbd52ef8edb93cb37a7f83bf31ba9e35d9dae6a40"
+dependencies = [
+ "yoke",
+ "zerofrom",
+ "zerovec-derive",
+]
+
+[[package]]
+name = "zerovec-derive"
+version = "0.11.7"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "c3743ddbf47738d929cd1ae2e199d40d0162979dfe31aef8ae646d2bf00bf97a"
+dependencies = [
+ "proc-macro2",
+ "quote",
+ "syn 3.0.9",
+]
+
+[[package]]
+name = "zmij"
+version = "1.0.23"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "29666d0abbfad1e3dc4dcf6144730dd3a3ab225bbbdac83319345b1b44ccfc1b"
diff --git a/Cargo.toml b/Cargo.toml
index ac435ca..bd55948 100644
--- a/Cargo.toml
+++ b/Cargo.toml
@@ -38,3 +38,8 @@ path = "rust/src/lib.rs"
 [[test]]
 name = "clap_test"
 path = "rust/tests/clap.rs"
+
+[dev-dependencies]
+huggingface-hub = { git = "https://github.com/huggingface/huggingface_hub_rust.git", features = ["xet"] }
+more-asserts = "0.3.1"
+tokio = { version = "1", features = ["macros", "rt-multi-thread"] }
diff --git a/rust/build.rs b/rust/build.rs
index 3727721..4fd5370 100644
--- a/rust/build.rs
+++ b/rust/build.rs
@@ -281,230 +281,3 @@ fn main() {
         }
     }
 }
-
-#[cfg(test)]
-mod tests {
-    use super::*;
-    use std::sync::atomic::{AtomicUsize, Ordering};
-
-    #[test]
-    fn link_manifest_accepts_windows_cmake_crlf() {
-        // CMake file(WRITE) uses a text-mode stream, producing CRLF on Windows.
-        validate_link_manifest(
-            "cargo:rustc-link-lib=static=clap\r\ncargo:rustc-link-lib=static=ggml\r\n",
-        );
-    }
-
-    #[test]
-    fn link_manifest_requires_the_exact_static_core_directive() {
-        validate_link_manifest("cargo:rustc-link-lib=static=clap\n");
-        for directives in [
-            "",
-            "cargo:rustc-link-lib=dylib=clap\n",
-            "cargo:rustc-link-lib=static=clap-icu-uc\n",
-            "not-cargo:rustc-link-lib=static=clap\n",
-            "cargo:rustc-link-lib=static=clap extra\r\n",
-        ] {
-            assert!(
-                std::panic::catch_unwind(|| validate_link_manifest(directives)).is_err(),
-                "accepted invalid manifest: {directives:?}"
-            );
-        }
-    }
-
-    #[test]
-    fn macos_target_enables_metal_without_a_feature() {
-        let backends = Backends::from_features("macos", |_| false);
-        assert_eq!(backends.cmake_definitions()[3], ("METAL", true));
-        assert!(backends.validate("macos", "").is_ok());
-    }
-
-    #[test]
-    fn non_macos_targets_remain_cpu_only_without_features() {
-        for os in ["linux", "windows"] {
-            assert!(Backends::from_features(os, |_| false)
-                .cmake_definitions()
-                .iter()
-                .all(|(_, on)| !on));
-        }
-    }
-
-    #[test]
-    fn explicit_metal_feature_remains_supported_and_platform_checked() {
-        for os in ["macos", "linux", "windows"] {
-            let backends = Backends::from_features(os, |name| name == "CARGO_FEATURE_METAL");
-            assert_eq!(backends.cmake_definitions()[3], ("METAL", true));
-            assert_eq!(backends.validate(os, "msvc").is_ok(), os == "macos");
-        }
-    }
-
-    #[test]
-    fn default_is_cpu_only_and_rocm_maps_to_hip() {
-        assert!(Backends::default()
-            .cmake_definitions()
-            .iter()
-            .all(|(_, on)| !on));
-        let backends = Backends {
-            rocm: true,
-            ..Default::default()
-        };
-        assert_eq!(backends.cmake_definitions()[2], ("HIP", true));
-    }
-
-    #[test]
-    fn validates_platforms_and_cuda_rocm_symbol_conflict() {
-        for (os, abi) in [("linux", "gnu"), ("macos", ""), ("windows", "msvc")] {
-            assert!(Backends::default().validate(os, abi).is_ok());
-        }
-        assert!(Backends::default().validate("windows", "gnu").is_err());
-        let metal = Backends {
-            metal: true,
-            ..Default::default()
-        };
-        assert!(metal.validate("macos", "").is_ok());
-        assert!(metal.validate("linux", "gnu").is_err());
-        let cuda = Backends {
-            cuda: true,
-            ..Default::default()
-        };
-        assert!(cuda.validate("linux", "gnu").is_ok());
-        assert!(cuda.validate("windows", "msvc").is_ok());
-        assert!(cuda.validate("macos", "").is_err());
-        let rocm = Backends {
-            rocm: true,
-            ..Default::default()
-        };
-        assert!(rocm.validate("linux", "gnu").is_ok());
-        assert!(rocm.validate("windows", "msvc").is_err());
-        let conflict = Backends {
-            cuda: true,
-            rocm: true,
-            ..Default::default()
-        };
-        assert!(conflict
-            .validate("linux", "gnu")
-            .unwrap_err()
-            .contains("cannot be enabled together"));
-        let combined = Backends {
-            cuda: true,
-            vulkan: true,
-            ..Default::default()
-        };
-        assert!(combined.validate("linux", "gnu").is_ok());
-    }
-
-    #[cfg(target_os = "linux")]
-    struct Fixture(PathBuf);
-
-    #[cfg(target_os = "linux")]
-    impl Drop for Fixture {
-        fn drop(&mut self) {
-            let _ = fs::remove_dir_all(&self.0);
-        }
-    }
-
-    // Resolve a real CMake target graph without compiling or installing an SDK.
-    #[cfg(target_os = "linux")]
-    fn link_fixture(apple: bool, windows: bool) -> String {
-        static NEXT: AtomicUsize = AtomicUsize::new(0);
-        let fixture = Fixture(env::temp_dir().join(format!(
-            "clap cargo link {} {}",
-            std::process::id(),
-            NEXT.fetch_add(1, Ordering::Relaxed)
-        )));
-        let source = &fixture.0;
-        let build = source.join("build");
-        fs::create_dir_all(build.join(".cmake/api/v1/query")).unwrap();
-        fs::write(build.join(".cmake/api/v1/query/codemodel-v2"), "").unwrap();
-        fs::write(source.join("empty.cpp"), "int main() { return 0; }\n").unwrap();
-        let sdk = source
-            .join("SDK with spaces")
-            .to_string_lossy()
-            .replace('\\', "/");
-        let sdk_file = if windows {
-            "libgpu.lib"
-        } else if apple {
-            "libgpu.dylib"
-        } else {
-            "libgpu.so.12"
-        };
-        let framework = if apple { "-framework Foundation" } else { "dl" };
-        fs::write(
-            source.join("CMakeLists.txt"),
-            format!(
-                r#"
-cmake_minimum_required(VERSION 3.20)
-project(link_fixture LANGUAGES CXX)
-set(CMAKE_BUILD_TYPE Release)
-add_library(SDK::runtime SHARED IMPORTED)
-set_target_properties(SDK::runtime PROPERTIES IMPORTED_LOCATION "{sdk}/{sdk_file}"
-    INTERFACE_LINK_LIBRARIES "{framework}")
-add_library(ggml-cuda STATIC empty.cpp)
-target_link_libraries(ggml-cuda PRIVATE SDK::runtime)
-add_library(clap STATIC empty.cpp)
-target_link_libraries(clap PRIVATE ggml-cuda)
-add_executable(clap-link-probe EXCLUDE_FROM_ALL empty.cpp)
-target_link_libraries(clap-link-probe PRIVATE clap)
-"#
-            ),
-        )
-        .unwrap();
-        run(Command::new("cmake")
-            .arg("-S")
-            .arg(source)
-            .arg("-B")
-            .arg(&build));
-        fs::write(
-            build.join("clap-link-config.cmake"),
-            format!(
-                "set(CLAP_LINK_ARCHIVES clap ggml-cuda)\nset(CLAP_LINK_APPLE {})\nset(CLAP_LINK_WINDOWS {})\n",
-                if apple { "ON" } else { "OFF" },
-                if windows { "ON" } else { "OFF" }
-            ),
-        )
-        .unwrap();
-        let manifest = source.join("directives.txt");
-        let script = PathBuf::from(file!())
-            .canonicalize()
-            .unwrap()
-            .parent()
-            .unwrap()
-            .parent()
-            .unwrap()
-            .join("cmake/cargo-link.cmake");
-        run(Command::new("cmake")
-            .arg(format!("-DCLAP_LINK_BUILD={}", build.display()))
-            .arg(format!("-DCLAP_LINK_MANIFEST={}", manifest.display()))
-            .arg("-P")
-            .arg(script));
-        let directives = fs::read_to_string(manifest).unwrap();
-        validate_link_manifest(&directives);
-        assert!(directives.contains("cargo:rustc-link-lib=static=ggml-cuda\n"));
-        assert!(directives.contains(&format!("cargo:rustc-link-search=native={sdk}\n")));
-        directives
-    }
-
-    #[test]
-    #[cfg(target_os = "linux")]
-    fn cmake_exports_transitive_sdk_paths_and_versioned_shared_libraries() {
-        let directives = link_fixture(false, false);
-        assert!(directives.contains("cargo:rustc-link-lib=dylib:+verbatim=libgpu.so.12\n"));
-        assert!(directives.contains("cargo:rustc-link-lib=dl\n"));
-    }
-
-    #[test]
-    #[cfg(target_os = "linux")]
-    fn cmake_preserves_windows_import_library_prefix() {
-        let directives = link_fixture(false, true);
-        assert!(directives.contains("cargo:rustc-link-lib=dylib=libgpu\n"));
-    }
-
-    #[test]
-    #[cfg(target_os = "linux")]
-    fn cmake_exports_apple_frameworks_without_linker_args() {
-        let directives = link_fixture(true, false);
-        assert!(directives.contains("cargo:rustc-link-lib=dylib=gpu\n"));
-        assert!(directives.contains("cargo:rustc-link-lib=framework=Foundation\n"));
-        assert!(!directives.contains("rustc-link-arg"));
-    }
-}
diff --git a/rust/tests/clap.rs b/rust/tests/clap.rs
index 8962757..fe45f3e 100644
--- a/rust/tests/clap.rs
+++ b/rust/tests/clap.rs
@@ -1,121 +1,60 @@
+/*
+ * Copyright 2026 clap.cpp Authors
+ *
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * You may obtain a copy of the License at
+ *
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
 use clap_cpp::CLAP;
-use std::{path::PathBuf, process::Command, sync::OnceLock};
+use huggingface_hub::{HFClient, RepoDownloadFileParams};
+use more_asserts::{assert_gt, assert_lt};
+use std::path::PathBuf;
 
-fn fixtures() -> &'static PathBuf {
-    static DIR: OnceLock<PathBuf> = OnceLock::new();
-    DIR.get_or_init(|| {
-        let dir = PathBuf::from(env!("CARGO_MANIFEST_DIR"))
-            .join("target")
-            .join(format!("fixtures-{}", std::process::id()));
-        std::fs::create_dir_all(&dir).unwrap();
-        let status = Command::new(if cfg!(windows) { "python" } else { "python3" })
-            .arg(PathBuf::from(env!("CARGO_MANIFEST_DIR")).join("rust/tests/generate.py"))
-            .arg(&dir)
-            .status()
-            .unwrap();
-        assert!(status.success());
-        dir
-    })
+fn cosine(a: &[f32], b: &[f32]) -> f32 {
+    let dot = a.iter().zip(b.iter()).map(|(x, y)| x * y).sum::<f32>();
+    let norm_a = a.iter().map(|x| x * x).sum::<f32>().sqrt();
+    let norm_b = b.iter().map(|x| x * x).sum::<f32>().sqrt();
+    dot / (norm_a * norm_b)
 }
 
-fn close(a: &[f32], b: &[f32]) {
-    assert_eq!(a.len(), b.len());
-    for (a, b) in a.iter().zip(b) {
-        assert!((a - b).abs() < 2e-5, "{a} != {b}");
-    }
-}
-
-#[test]
-fn errors_are_owned_and_inputs_are_checked() {
-    assert!(CLAP::new("missing.gguf", 1).is_err());
-    assert!(CLAP::new("nul\0.gguf", 1).is_err());
-    assert_eq!(
-        CLAP::new("missing.gguf", -1).err().unwrap().to_string(),
-        "threads must be nonnegative"
-    );
-    let mut model = CLAP::new(fixtures().join("模型.gguf"), 1).unwrap();
-    assert!(model.encode_text("hi\0").is_err());
-    assert!(model.encode_audio("bad\0.wav", 0).is_err());
-    let error = model.encode_audio("missing.wav", 0).unwrap_err();
-    let message = error.to_string();
-    model.encode_text("ok").unwrap();
-    assert!(!message.is_empty());
-    assert_eq!(error.to_string(), message);
-    assert!(model
-        .encode_audio(fixtures().join("invalid.wav"), 0)
-        .is_err());
-}
-
-#[test]
-fn clap_real_text_and_audio_file() {
-    let mut model = CLAP::new(fixtures().join("模型.gguf"), 1).unwrap();
-    let text = model.encode_text("Hi").unwrap();
-    assert_eq!(text.len(), 3);
-    let expected: Vec<f32> = std::fs::read_to_string(fixtures().join("text-reference.txt"))
-        .unwrap()
-        .split_whitespace()
-        .map(|s| s.parse().unwrap())
-        .collect();
-    close(&text, &expected);
-    assert!((text.iter().map(|v| v * v).sum::<f32>() - 1.).abs() < 1e-5);
-    let audio = model.encode_audio(fixtures().join("音频.wav"), 0).unwrap();
-    assert_eq!(audio.len(), 3);
-    assert!(audio.iter().all(|v| v.is_finite()));
-    assert!((audio.iter().map(|v| v * v).sum::<f32>() - 1.).abs() < 1e-5);
-    // Stereo 24 kHz input is downmixed internally, then resampled to 48 kHz.
-    close(
-        &audio,
-        &model
-            .encode_audio(fixtures().join("立体声.wav"), 0)
-            .unwrap(),
-    );
-    let cropped = model
-        .encode_audio(fixtures().join("long.wav"), 48000)
-        .unwrap();
-    close(
-        &cropped,
-        &model.encode_audio(fixtures().join("crop.wav"), 0).unwrap(),
-    );
-}
-
-#[test]
-fn mert_audio_file_and_unsupported_operations() {
-    let mut model = CLAP::new(fixtures().join("mert.gguf"), 1).unwrap();
-    let audio = model.encode_audio(fixtures().join("mert.wav"), 0).unwrap();
-    assert_eq!(audio.len(), 4);
-    assert!(audio.iter().all(|v| v.is_finite()));
-    assert!(model.encode_text("not supported").is_err());
-    assert!(model.encode_audio(fixtures().join("mert.wav"), 1).is_err());
-}
+#[tokio::test]
+async fn clap() -> Result<(), Box<dyn std::error::Error>> {
+    let hf = HFClient::new()?;
+    let params = RepoDownloadFileParams::builder()
+        .filename("larger_clap_general-q4_k_m.gguf")
+        .local_dir(PathBuf::from(env!("CARGO_MANIFEST_DIR")).join("models"))
+        .build();
+    hf.model("gorse-io", "larger_clap_general-GGUF")
+        .download_file(&params)
+        .await?;
 
-#[test]
-fn embedding_vectors_outlive_model_and_subsequent_calls() {
-    let (text, audio, saved_text, saved_audio) = {
-        let mut model = CLAP::new(fixtures().join("模型.gguf"), 1).unwrap();
-        let text = model.encode_text("Hi").unwrap();
-        let audio = model.encode_audio(fixtures().join("音频.wav"), 0).unwrap();
-        let saved_text = text.clone();
-        let saved_audio = audio.clone();
-        for _ in 0..3 {
-            model.encode_text("another input").unwrap();
-        }
-        (text, audio, saved_text, saved_audio)
-    };
-    // Reuse native allocator storage after destroying the original handle.
-    let mut replacement = CLAP::new(fixtures().join("mert.gguf"), 1).unwrap();
-    replacement
-        .encode_audio(fixtures().join("mert.wav"), 0)
-        .unwrap();
-    assert_eq!(text, saved_text);
-    assert_eq!(audio, saved_audio);
-}
+    let mut clap = CLAP::new(
+        PathBuf::from(env!("CARGO_MANIFEST_DIR"))
+            .join("models")
+            .join("larger_clap_general-q4_k_m.gguf"),
+        1,
+    )?;
+    let audio_embedding = clap.encode_audio(
+        PathBuf::from(env!("CARGO_MANIFEST_DIR")).join("assets/dog.wav"),
+        0,
+    )?;
+    let text_embedding_1 = clap.encode_text("Sound of a dog")?;
+    let text_embedding_2 = clap.encode_text("Sound of vaccum cleaner")?;
 
-#[cfg(unix)]
-#[test]
-fn non_utf8_paths_are_rejected() {
-    use std::{ffi::OsStr, os::unix::ffi::OsStrExt};
-    let invalid = std::path::Path::new(OsStr::from_bytes(b"invalid\xff.wav"));
-    assert!(CLAP::new(invalid, 1).is_err());
-    let mut model = CLAP::new(fixtures().join("模型.gguf"), 1).unwrap();
-    assert!(model.encode_audio(invalid, 0).is_err());
+    let distance_1 = cosine(&audio_embedding, &text_embedding_1);
+    let distance_2 = cosine(&audio_embedding, &text_embedding_2);
+    // softmax
+    let score_1 = distance_1.exp() / (distance_1.exp() + distance_2.exp());
+    let score_2 = distance_2.exp() / (distance_1.exp() + distance_2.exp());
+    assert_gt!(score_1, 0.99);
+    assert_lt!(score_2, 0.01);
+    Ok(())
 }

From 13d9657d843160ec06f2d474ed5198064c17cdaf Mon Sep 17 00:00:00 2001
From: zhenghaoz <zhangzhenghao@hotmail.com>
Date: Fri, 6 Nov 2026 20:56:19 +0800
Subject: [PATCH 3/5] fix(rust): apply checkpoint logit scale before softmax

---
 rust/tests/clap.rs | 14 +++++++++++---
 1 file changed, 11 insertions(+), 3 deletions(-)

diff --git a/rust/tests/clap.rs b/rust/tests/clap.rs
index fe45f3e..73e2fe0 100644
--- a/rust/tests/clap.rs
+++ b/rust/tests/clap.rs
@@ -51,9 +51,17 @@ async fn clap() -> Result<(), Box<dyn std::error::Error>> {
 
     let distance_1 = cosine(&audio_embedding, &text_embedding_1);
     let distance_2 = cosine(&audio_embedding, &text_embedding_2);
-    // softmax
-    let score_1 = distance_1.exp() / (distance_1.exp() + distance_2.exp());
-    let score_2 = distance_2.exp() / (distance_1.exp() + distance_2.exp());
+    // softmax(cosine * exp(logit_scale_a)), as in Transformers ClapModel.
+    // logit_scale_a is the learned scalar from laion/larger_clap_general's
+    // pytorch_model.bin, not the configuration's initialization value.
+    let logit_scale = 3.654_927_5_f32.exp();
+    let logit_1 = distance_1 * logit_scale;
+    let logit_2 = distance_2 * logit_scale;
+    let max_logit = logit_1.max(logit_2);
+    let exp_1 = (logit_1 - max_logit).exp();
+    let exp_2 = (logit_2 - max_logit).exp();
+    let score_1 = exp_1 / (exp_1 + exp_2);
+    let score_2 = exp_2 / (exp_1 + exp_2);
     assert_gt!(score_1, 0.99);
     assert_lt!(score_2, 0.01);
     Ok(())

From 64948688b85e1800eba72ff62eb9305250f0c543 Mon Sep 17 00:00:00 2001
From: zhenghaoz <zhangzhenghao@hotmail.com>
Date: Fri, 6 Nov 2026 21:07:36 +0800
Subject: [PATCH 4/5] ci(rust): remove GPU and package inventory tests

---
 .github/RELEASING.md          |  1 -
 .github/workflows/ci.yml      | 52 -----------------------------------
 .github/workflows/release.yml |  3 --
 rust/README.md                |  9 ++----
 4 files changed, 3 insertions(+), 62 deletions(-)

diff --git a/.github/RELEASING.md b/.github/RELEASING.md
index a85f622..f92ce6d 100644
--- a/.github/RELEASING.md
+++ b/.github/RELEASING.md
@@ -83,7 +83,6 @@ only exercised when a release is published and registry authorization is ready.
 
 ```sh
 python -m unittest discover -s .github/scripts -v
-python -m unittest discover -s rust/tests -p test_package.py -v
 cargo package --allow-dirty -j 3
 cmake --preset libraries -DGGML_METAL=OFF
 cmake --build build/libraries --config Release --target clap --parallel 4
diff --git a/.github/workflows/ci.yml b/.github/workflows/ci.yml
index d073379..6c97b55 100644
--- a/.github/workflows/ci.yml
+++ b/.github/workflows/ci.yml
@@ -172,8 +172,6 @@ jobs:
         run: cargo test --all-targets
       - name: Compile-fail thread-safety contract
         run: cargo test --doc
-      - name: Check package inventory and pinned sources
-        run: python -m unittest discover -s rust/tests -p test_package.py -v
       - name: Verify standalone package build
         run: cargo package --allow-dirty
       - name: Test standalone package inference and safety
@@ -183,55 +181,5 @@ jobs:
           manifest="target/package/clap-cpp-${version}/Cargo.toml"
           cargo test --manifest-path "$manifest" --all-targets --locked
           cargo test --manifest-path "$manifest" --doc --locked
-          python -m unittest discover -s "$(dirname "$manifest")/rust/tests" -p test_package.py -v
       - name: Recheck checkout after package verification
         run: cargo test --all-targets --locked
-
-  rust-gpu:
-    strategy:
-      fail-fast: false
-      matrix:
-        include:
-          - os: ubuntu-24.04
-            feature: vulkan
-          - os: macos-latest
-            feature: metal
-    runs-on: ${{ matrix.os }}
-    env:
-      CARGO_BUILD_JOBS: 3
-      CARGO_TARGET_DIR: ${{ github.workspace }}/target
-    steps:
-      - uses: actions/checkout@v4
-        with:
-          submodules: recursive
-      - uses: actions/setup-python@v5
-        with:
-          python-version: '3.11'
-      - uses: actions-rust-lang/setup-rust-toolchain@v2
-        with:
-          toolchain: stable
-          cache-workspaces: . -> target
-          build-warnings: ""
-      - name: Install Vulkan SDK and software driver
-        if: matrix.feature == 'vulkan'
-        run: |
-          sudo apt-get update
-          sudo apt-get install -y libvulkan-dev glslc spirv-headers mesa-vulkan-drivers
-          icd=$(find /usr/share/vulkan/icd.d -name 'lvp_icd*.json' -print -quit)
-          test -n "$icd"
-          echo "VK_DRIVER_FILES=$icd" >> "$GITHUB_ENV"
-          echo "VK_ICD_FILENAMES=$icd" >> "$GITHUB_ENV"
-          echo "GGML_VK_VISIBLE_DEVICES=0" >> "$GITHUB_ENV"
-      - name: Verify GPU source package builds and links
-        run: cargo package --allow-dirty --features ${{ matrix.feature }}
-      - name: Test standalone GPU package inference and safety
-        shell: bash
-        run: |
-          version=$(python -c 'import tomllib; print(tomllib.load(open("Cargo.toml", "rb"))["package"]["version"])')
-          manifest="target/package/clap-cpp-${version}/Cargo.toml"
-          cargo test --manifest-path "$manifest" --features ${{ matrix.feature }} --all-targets --locked
-          cargo test --manifest-path "$manifest" --features ${{ matrix.feature }} --doc --locked
-      - name: GPU-enabled text and audio inference
-        run: cargo test --features ${{ matrix.feature }} --all-targets
-      - name: GPU-enabled documentation tests
-        run: cargo test --features ${{ matrix.feature }} --doc
diff --git a/.github/workflows/release.yml b/.github/workflows/release.yml
index 2a23b82..a5b6782 100644
--- a/.github/workflows/release.yml
+++ b/.github/workflows/release.yml
@@ -682,8 +682,6 @@ jobs:
         env:
           RELEASE_TAG: ${{ github.event.release.tag_name }}
         run: python .github/scripts/release-version.py "$RELEASE_TAG"
-      - name: Check package inventory and pinned sources
-        run: python -m unittest discover -s rust/tests -p test_package.py -v
       - name: Build and verify Rust source distribution
         run: cargo package --allow-dirty
       - uses: actions/upload-artifact@v4
@@ -725,7 +723,6 @@ jobs:
           tar -xzf dist/*.crate --strip-components=1 -C package
           cargo test --manifest-path package/Cargo.toml --all-targets --locked
           cargo test --manifest-path package/Cargo.toml --doc --locked
-          python -m unittest discover -s package/rust/tests -p test_package.py -v
 
   publish-crates-io:
     env:
diff --git a/rust/README.md b/rust/README.md
index cc89cc6..a8d4a82 100644
--- a/rust/README.md
+++ b/rust/README.md
@@ -77,16 +77,14 @@ source tree can override checkout edits.
 
 ## Packaging and publishing (maintainers)
 
-From the repository root, with Python 3 and the pinned submodules initialized:
+From the repository root, with the pinned submodules initialized:
 
 ```sh
-python3 -m unittest discover -s rust/tests -p test_package.py -v
 cargo package --locked -j 3
 ```
 
-The guard checks require clean submodules at the revisions pinned by the checkout
-and check Cargo's actual file inventory. Cargo includes the initialized Git
-submodules directly through the root manifest's include allowlist: the native
+Use clean submodules at the revisions pinned by the checkout. Cargo includes the
+initialized Git submodules directly through the root manifest's include allowlist: the native
 CMake graph, clap.cpp sources, selected dependency source trees (including optional
 GPU backends), upstream licenses in their original locations, and
 `python/tests/tiny_models.py` for standalone tests. There is no copying step and
@@ -114,7 +112,6 @@ Keep the compressed `.crate` below the registry's size limit (10 MiB by default)
 Other local checks:
 
 ```sh
-python3 -m unittest discover -s rust/tests -p 'test_package.py'
 cargo fmt -- --check
 cargo clippy --all-targets -j 3 -- -D warnings
 ```

From a0c68aef3b76cbaf9a0d999ac049495c7e782e38 Mon Sep 17 00:00:00 2001
From: zhenghaoz <zhangzhenghao@hotmail.com>
Date: Fri, 6 Nov 2026 21:51:49 +0800
Subject: [PATCH 5/5] ci(rust): run tests only from source checkout

---
 .github/RELEASING.md          |  6 +++---
 .github/workflows/ci.yml      | 11 -----------
 .github/workflows/release.yml | 14 +++++---------
 rust/README.md                | 11 ++---------
 4 files changed, 10 insertions(+), 32 deletions(-)

diff --git a/.github/RELEASING.md b/.github/RELEASING.md
index f92ce6d..2814aae 100644
--- a/.github/RELEASING.md
+++ b/.github/RELEASING.md
@@ -45,9 +45,9 @@ Vulkan loader exclusions remain backend-specific. Their existing auditwheel
 policies remain: CUDA/ROCm manylinux_2_35, Vulkan manylinux_2_39; GPU execution is
 not tested by these jobs.
 
-Rust source archives are tested on the same platform matrix. Cargo repackages
-the extracted crate before upload: the publisher verifies that all files,
-including the normalized manifest and native sources, match the tested archive.
+Rust checkout tests run on the same platform matrix, independently of packaging.
+Cargo repackages the extracted crate before upload: the publisher verifies that
+all files, including the normalized manifest and native sources, match the built archive.
 Only Cargo-generated `Cargo.toml.orig` and VCS metadata are excluded; Rust
 guarantees source equivalence, not a byte-identical compressed archive.
 
diff --git a/.github/workflows/ci.yml b/.github/workflows/ci.yml
index 6c97b55..33554ce 100644
--- a/.github/workflows/ci.yml
+++ b/.github/workflows/ci.yml
@@ -172,14 +172,3 @@ jobs:
         run: cargo test --all-targets
       - name: Compile-fail thread-safety contract
         run: cargo test --doc
-      - name: Verify standalone package build
-        run: cargo package --allow-dirty
-      - name: Test standalone package inference and safety
-        shell: bash
-        run: |
-          version=$(python -c 'import tomllib; print(tomllib.load(open("Cargo.toml", "rb"))["package"]["version"])')
-          manifest="target/package/clap-cpp-${version}/Cargo.toml"
-          cargo test --manifest-path "$manifest" --all-targets --locked
-          cargo test --manifest-path "$manifest" --doc --locked
-      - name: Recheck checkout after package verification
-        run: cargo test --all-targets --locked
diff --git a/.github/workflows/release.yml b/.github/workflows/release.yml
index a5b6782..01467fb 100644
--- a/.github/workflows/release.yml
+++ b/.github/workflows/release.yml
@@ -691,7 +691,6 @@ jobs:
           if-no-files-found: error
 
   test-rust:
-    needs: build-rust
     runs-on: ${{ matrix.os }}
     permissions:
       contents: read
@@ -705,10 +704,9 @@ jobs:
       run:
         shell: bash
     steps:
-      - uses: actions/download-artifact@v4
+      - uses: actions/checkout@v4
         with:
-          name: rust-crate
-          path: dist
+          submodules: recursive
       - uses: actions/setup-python@v5
         with:
           python-version: '3.11'
@@ -717,12 +715,10 @@ jobs:
           toolchain: stable
           cache: false
           build-warnings: ""
-      - name: Extract and test source distribution
+      - name: Test Rust checkout
         run: |
-          mkdir package
-          tar -xzf dist/*.crate --strip-components=1 -C package
-          cargo test --manifest-path package/Cargo.toml --all-targets --locked
-          cargo test --manifest-path package/Cargo.toml --doc --locked
+          cargo test --all-targets --locked
+          cargo test --doc --locked
 
   publish-crates-io:
     env:
diff --git a/rust/README.md b/rust/README.md
index a8d4a82..d206a3d 100644
--- a/rust/README.md
+++ b/rust/README.md
@@ -94,15 +94,8 @@ For an intentional dirty local package use `--allow-dirty`; releases should use
 the pinned clean source tree.
 
 Do not skip Cargo's package verification: it builds the archived source rather
-than the checkout. Also run integration tests against a standalone extraction
-(no parent source tree), replacing the version below if needed:
-
-```sh
-mkdir -p target/standalone
-tar -xzf target/package/clap-cpp-0.1.0.crate -C target/standalone
-cargo test --manifest-path target/standalone/clap-cpp-0.1.0/Cargo.toml --all-targets --locked -j 3
-cargo test --manifest-path target/standalone/clap-cpp-0.1.0/Cargo.toml --doc --locked -j 3
-```
+than the checkout. Run integration and documentation tests from the Git checkout
+with `cargo test --all-targets` and `cargo test --doc`, not from the packaged crate.
 
 After review and verification, publish the verified release archive's extracted
 crate with `cargo publish --locked` from that directory. Release automation may