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8 Commits

Author SHA1 Message Date
Samanvya Tripathi af5c13841f common : fix tool call type detection for nullable and enum schemas (#21327)
* common : fix tool call type detection for nullable and enum schemas

* common, tests : fix grammar delegation for nullable/enum schemas and add tests

Fix enum type inference to scan all enum values (not just index 0) so
schemas like {"enum": [0, "celsius"]} correctly detect string type.

Fix schema_delegates in peg-parser to handle nullable type arrays
(["string", "null"]) and typeless enum schemas in raw mode, allowing
the tagged parser to use raw text instead of JSON-formatted strings.

Add test cases for Qwen3-Coder (TAG_WITH_TAGGED format):
- nullable string ["string", "null"]
- nullable string with null first ["null", "string"]
- nullable integer ["integer", "null"]
- enum without explicit type key
2026-04-03 17:51:23 +02:00
M1DNYT3 277ff5fff7 docker : bump cuda12 to 12.9.1 (#20920)
Co-authored-by: M1DNYT3 <m1dnyt3@MacBookPro.lan>
Co-authored-by: CISC <CISC@users.noreply.github.com>
2026-04-03 15:06:45 +02:00
jeromew 384c0076bc docs: Update build.md: HSA_OVERRIDE_GFX_VERSION clarification (#21331)
The `HSA_OVERRIDE_GFX_VERSION` variable can be used in ROCm to override an unsupported target architecture with a similar but supported target architecture.

This does not and has never worked on Windows. I think the clarification could avoid driving Windows people towards this solution that does not work.
2026-04-03 21:05:14 +08:00
Sigbjørn Skjæret 1f34806c44 jinja: coerce input for string-specific filters (#21370) 2026-04-03 15:03:33 +02:00
Aaron Teo 887535c33f ci: add more binary checks (#21349) 2026-04-03 20:50:00 +08:00
Piotr Wilkin (ilintar) d3416a4aa9 fix: remove stale assert (#21369) 2026-04-03 13:40:41 +02:00
uvos 43a4ee4a2c HIP: build eatch ci build test for a different architecture (#21337)
This helps improve our chances of finding build failures before the release workflow
builds for all architectures.
2026-04-03 11:38:22 +02:00
Tillerino f851fa5ab0 fix: add openssl to nix dependencies (#21353) (#21355) 2026-04-03 12:21:07 +03:00
14 changed files with 267 additions and 135 deletions
-97
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@@ -1,97 +0,0 @@
ARG UBUNTU_VERSION=24.04
# This needs to generally match the container host's environment.
ARG CUDA_VERSION=13.1.1
# Target the CUDA build image
ARG BASE_CUDA_DEV_CONTAINER=nvidia/cuda:${CUDA_VERSION}-devel-ubuntu${UBUNTU_VERSION}
ARG BASE_CUDA_RUN_CONTAINER=nvidia/cuda:${CUDA_VERSION}-runtime-ubuntu${UBUNTU_VERSION}
FROM ${BASE_CUDA_DEV_CONTAINER} AS build
# CUDA architecture to build for (defaults to all supported archs)
ARG CUDA_DOCKER_ARCH=default
RUN apt-get update && \
apt-get install -y gcc-14 g++-14 build-essential cmake python3 python3-pip git libssl-dev libgomp1
ENV CC=gcc-14 CXX=g++-14 CUDAHOSTCXX=g++-14
WORKDIR /app
COPY . .
RUN if [ "${CUDA_DOCKER_ARCH}" != "default" ]; then \
export CMAKE_ARGS="-DCMAKE_CUDA_ARCHITECTURES=${CUDA_DOCKER_ARCH}"; \
fi && \
cmake -B build -DGGML_NATIVE=OFF -DGGML_CUDA=ON -DGGML_BACKEND_DL=ON -DGGML_CPU_ALL_VARIANTS=ON -DLLAMA_BUILD_TESTS=OFF ${CMAKE_ARGS} -DCMAKE_EXE_LINKER_FLAGS=-Wl,--allow-shlib-undefined . && \
cmake --build build --config Release -j$(nproc)
RUN mkdir -p /app/lib && \
find build -name "*.so*" -exec cp -P {} /app/lib \;
RUN mkdir -p /app/full \
&& cp build/bin/* /app/full \
&& cp *.py /app/full \
&& cp -r gguf-py /app/full \
&& cp -r requirements /app/full \
&& cp requirements.txt /app/full \
&& cp .devops/tools.sh /app/full/tools.sh
## Base image
FROM ${BASE_CUDA_RUN_CONTAINER} AS base
RUN apt-get update \
&& apt-get install -y libgomp1 curl \
&& apt autoremove -y \
&& apt clean -y \
&& rm -rf /tmp/* /var/tmp/* \
&& find /var/cache/apt/archives /var/lib/apt/lists -not -name lock -type f -delete \
&& find /var/cache -type f -delete
COPY --from=build /app/lib/ /app
### Full
FROM base AS full
COPY --from=build /app/full /app
WORKDIR /app
RUN apt-get update \
&& apt-get install -y \
git \
python3 \
python3-pip \
python3-wheel \
&& pip install --break-system-packages --upgrade setuptools \
&& pip install --break-system-packages -r requirements.txt \
&& apt autoremove -y \
&& apt clean -y \
&& rm -rf /tmp/* /var/tmp/* \
&& find /var/cache/apt/archives /var/lib/apt/lists -not -name lock -type f -delete \
&& find /var/cache -type f -delete
ENTRYPOINT ["/app/tools.sh"]
### Light, CLI only
FROM base AS light
COPY --from=build /app/full/llama-cli /app/full/llama-completion /app
WORKDIR /app
ENTRYPOINT [ "/app/llama-cli" ]
### Server, Server only
FROM base AS server
ENV LLAMA_ARG_HOST=0.0.0.0
COPY --from=build /app/full/llama-server /app
WORKDIR /app
HEALTHCHECK CMD [ "curl", "-f", "http://localhost:8080/health" ]
ENTRYPOINT [ "/app/llama-server" ]
+3 -2
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@@ -16,7 +16,7 @@
rocmPackages,
vulkan-headers,
vulkan-loader,
curl,
openssl,
shaderc,
useBlas ?
builtins.all (x: !x) [
@@ -160,7 +160,8 @@ effectiveStdenv.mkDerivation (finalAttrs: {
++ optionals useMpi [ mpi ]
++ optionals useRocm rocmBuildInputs
++ optionals useBlas [ blas ]
++ optionals useVulkan vulkanBuildInputs;
++ optionals useVulkan vulkanBuildInputs
++ [ openssl ];
cmakeFlags =
[
+2
View File
@@ -472,6 +472,7 @@ jobs:
cmake -B build -S . \
-DCMAKE_HIP_COMPILER="$(hipconfig -l)/clang" \
-DGGML_HIP_ROCWMMA_FATTN=ON \
-DGPU_TARGETS="gfx1030" \
-DGGML_HIP=ON
cmake --build build --config Release -j $(nproc)
@@ -990,6 +991,7 @@ jobs:
-DROCM_DIR="${env:HIP_PATH}" `
-DGGML_HIP=ON `
-DGGML_HIP_ROCWMMA_FATTN=ON `
-DGPU_TARGETS="gfx1100" `
-DGGML_RPC=ON
cmake --build build -j ${env:NUMBER_OF_PROCESSORS}
+4 -4
View File
@@ -73,10 +73,10 @@ jobs:
{ "tag": "cpu", "dockerfile": ".devops/cpu.Dockerfile", "platforms": "linux/amd64", "full": true, "light": true, "server": true, "free_disk_space": false, "runs_on": "ubuntu-24.04" },
{ "tag": "cpu", "dockerfile": ".devops/cpu.Dockerfile", "platforms": "linux/arm64", "full": true, "light": true, "server": true, "free_disk_space": false, "runs_on": "ubuntu-24.04-arm" },
{ "tag": "cpu", "dockerfile": ".devops/s390x.Dockerfile", "platforms": "linux/s390x", "full": true, "light": true, "server": true, "free_disk_space": false, "runs_on": "ubuntu-24.04-s390x" },
{ "tag": "cuda cuda12", "dockerfile": ".devops/cuda.Dockerfile", "platforms": "linux/amd64", "full": true, "light": true, "server": true, "free_disk_space": true, "runs_on": "ubuntu-24.04" },
{ "tag": "cuda cuda12", "dockerfile": ".devops/cuda.Dockerfile", "platforms": "linux/arm64", "full": true, "light": true, "server": true, "free_disk_space": true, "runs_on": "ubuntu-24.04-arm" },
{ "tag": "cuda13", "dockerfile": ".devops/cuda-new.Dockerfile", "platforms": "linux/amd64", "full": true, "light": true, "server": true, "free_disk_space": true, "runs_on": "ubuntu-24.04" },
{ "tag": "cuda13", "dockerfile": ".devops/cuda-new.Dockerfile", "platforms": "linux/arm64", "full": true, "light": true, "server": true, "free_disk_space": true, "runs_on": "ubuntu-24.04-arm" },
{ "tag": "cuda cuda12", "dockerfile": ".devops/cuda.Dockerfile", "cuda_version": "12.9.1", "platforms": "linux/amd64", "full": true, "light": true, "server": true, "free_disk_space": true, "runs_on": "ubuntu-24.04" },
{ "tag": "cuda cuda12", "dockerfile": ".devops/cuda.Dockerfile", "cuda_version": "12.9.1", "platforms": "linux/arm64", "full": true, "light": true, "server": true, "free_disk_space": true, "runs_on": "ubuntu-24.04-arm" },
{ "tag": "cuda13", "dockerfile": ".devops/cuda.Dockerfile", "cuda_version": "13.1.1", "platforms": "linux/amd64", "full": true, "light": true, "server": true, "free_disk_space": true, "runs_on": "ubuntu-24.04" },
{ "tag": "cuda13", "dockerfile": ".devops/cuda.Dockerfile", "cuda_version": "13.1.1", "platforms": "linux/arm64", "full": true, "light": true, "server": true, "free_disk_space": true, "runs_on": "ubuntu-24.04-arm" },
{ "tag": "musa", "dockerfile": ".devops/musa.Dockerfile", "platforms": "linux/amd64", "full": true, "light": true, "server": true, "free_disk_space": true, "runs_on": "ubuntu-24.04" },
{ "tag": "intel", "dockerfile": ".devops/intel.Dockerfile", "platforms": "linux/amd64", "full": true, "light": true, "server": true, "free_disk_space": true, "runs_on": "ubuntu-24.04" },
{ "tag": "vulkan", "dockerfile": ".devops/vulkan.Dockerfile", "platforms": "linux/amd64", "full": true, "light": true, "server": true, "free_disk_space": false, "runs_on": "ubuntu-24.04" },
+1 -1
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@@ -59,7 +59,7 @@ jobs:
run: |
cmake -B build -S . \
-DCMAKE_HIP_COMPILER="$(hipconfig -l)/clang" \
-DGPU_TARGETS=gfx908 \
-DGPU_TARGETS=gfx942 \
-DGGML_HIP=ON \
-DGGML_HIP_EXPORT_METRICS=Off \
-DCMAKE_HIP_FLAGS="-Werror -Wno-tautological-compare" \
+30 -2
View File
@@ -221,7 +221,7 @@ function gg_run_ctest_debug {
set -e
# Check cmake and ctest are installed
# Check required binaries are installed
gg_check_build_requirements
(cmake -G "${CMAKE_GENERATOR}" -DCMAKE_BUILD_TYPE=Debug ${CMAKE_EXTRA} .. ) 2>&1 | tee -a $OUT/${ci}-cmake.log
@@ -252,7 +252,7 @@ function gg_run_ctest_release {
set -e
# Check cmake and ctest are installed
# Check required binaries are installed
gg_check_build_requirements
(cmake -G "${CMAKE_GENERATOR}" -DCMAKE_BUILD_TYPE=Release ${CMAKE_EXTRA} .. ) 2>&1 | tee -a $OUT/${ci}-cmake.log
@@ -627,10 +627,38 @@ function gg_sum_rerank_tiny {
}
function gg_check_build_requirements {
if ! command -v git &> /dev/null; then
gg_printf 'git not found, please install'
fi
if ! command -v git-lfs &> /dev/null; then
gg_printf 'git-lfs not found, please install'
fi
if ! command -v wget &> /dev/null; then
gg_printf 'wget not found, please install'
fi
if ! command -v python3 &> /dev/null; then
gg_printf 'python3 not found, please install'
fi
if ! command -v pip3 &> /dev/null; then
gg_printf 'pip3 not found, please install'
fi
if ! python3 -m ensurepip --help &> /dev/null; then
gg_printf 'ensurepip not found, please install python3-venv package'
fi
if ! command -v cmake &> /dev/null; then
gg_printf 'cmake not found, please install'
fi
if ! command -v ccache &> /dev/null; then
gg_printf 'ccache not found, please consider installing for faster builds'
fi
if ! command -v ctest &> /dev/null; then
gg_printf 'ctest not found, please install'
fi
+55 -9
View File
@@ -400,12 +400,34 @@ common_peg_parser analyze_tools::build_tool_parser_tag_tagged(parser_build_conte
for (const auto & [param_name, param_schema] : properties.items()) {
bool is_required = required.find(param_name) != required.end();
std::string type = "object";
auto type_obj = param_schema.contains("type") ? param_schema.at("type") : json::object();
if (type_obj.is_string()) {
type_obj.get_to(type);
} else if (type_obj.is_object()) {
if (type_obj.contains("type") && type_obj.at("type").is_string()) {
type_obj.at("type").get_to(type);
if (param_schema.contains("type")) {
const auto & type_obj = param_schema.at("type");
if (type_obj.is_string()) {
type_obj.get_to(type);
} else if (type_obj.is_array()) {
// Handle nullable types like ["string", "null"]
for (const auto & t : type_obj) {
if (t.is_string() && t.get<std::string>() != "null") {
type = t.get<std::string>();
break;
}
}
} else if (type_obj.is_object()) {
if (type_obj.contains("type") && type_obj.at("type").is_string()) {
type_obj.at("type").get_to(type);
}
}
}
// Infer string type from enum values when type is unspecified
if (type == "object" && param_schema.contains("enum")) {
const auto & enum_vals = param_schema.at("enum");
if (enum_vals.is_array()) {
for (const auto & v : enum_vals) {
if (v.is_string()) {
type = "string";
break;
}
}
}
}
@@ -574,9 +596,33 @@ common_peg_parser analyze_tools::build_tool_parser_tag_gemma4_dict(parser_build_
std::vector<arg_entry> arg_entries;
for (const auto & [param_name, param_schema] : properties.items()) {
std::string type = "object";
auto type_v = param_schema.contains("type") ? param_schema.at("type") : json::object();
if (type_v.is_string()) type_v.get_to(type);
std::string type = "object";
if (param_schema.contains("type")) {
const auto & type_v = param_schema.at("type");
if (type_v.is_string()) {
type_v.get_to(type);
} else if (type_v.is_array()) {
// Handle nullable types like ["string", "null"]
for (const auto & t : type_v) {
if (t.is_string() && t.get<std::string>() != "null") {
type = t.get<std::string>();
break;
}
}
}
}
// Infer string type from enum values when type is unspecified
if (type == "object" && param_schema.contains("enum")) {
const auto & enum_vals = param_schema.at("enum");
if (enum_vals.is_array()) {
for (const auto & v : enum_vals) {
if (v.is_string()) {
type = "string";
break;
}
}
}
}
common_peg_parser value_parser = p.eps();
if (type == "string") {
+13
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@@ -306,6 +306,19 @@ value filter_expression::execute_impl(context & ctx) {
filter_id = "strip"; // alias
}
JJ_DEBUG("Applying filter '%s' to %s", filter_id.c_str(), input->type().c_str());
// TODO: Refactor filters so this coercion can be done automatically
if (!input->is_undefined() && !is_val<value_string>(input) && (
filter_id == "capitalize" ||
filter_id == "lower" ||
filter_id == "replace" ||
filter_id == "strip" ||
filter_id == "title" ||
filter_id == "upper" ||
filter_id == "wordcount"
)) {
JJ_DEBUG("Coercing %s to String for '%s' filter", input->type().c_str(), filter_id.c_str());
input = mk_val<value_string>(input->as_string());
}
return try_builtin_func(ctx, filter_id, input)->invoke(func_args(ctx));
} else if (is_stmt<call_expression>(filter)) {
+16 -16
View File
@@ -465,8 +465,9 @@ const func_builtins & value_int_t::get_builtins() const {
double val = static_cast<double>(args.get_pos(0)->as_int());
return mk_val<value_float>(val);
}},
{"tojson", tojson},
{"safe", tojson},
{"string", tojson},
{"tojson", tojson},
};
return builtins;
}
@@ -485,8 +486,9 @@ const func_builtins & value_float_t::get_builtins() const {
int64_t val = static_cast<int64_t>(args.get_pos(0)->as_float());
return mk_val<value_int>(val);
}},
{"tojson", tojson},
{"safe", tojson},
{"string", tojson},
{"tojson", tojson},
};
return builtins;
}
@@ -771,6 +773,11 @@ const func_builtins & value_string_t::get_builtins() const {
const func_builtins & value_bool_t::get_builtins() const {
static const func_handler tostring = [](const func_args & args) -> value {
args.ensure_vals<value_bool>();
bool val = args.get_pos(0)->as_bool();
return mk_val<value_string>(val ? "True" : "False");
};
static const func_builtins builtins = {
{"default", default_value},
{"int", [](const func_args & args) -> value {
@@ -783,11 +790,8 @@ const func_builtins & value_bool_t::get_builtins() const {
bool val = args.get_pos(0)->as_bool();
return mk_val<value_float>(val ? 1.0 : 0.0);
}},
{"string", [](const func_args & args) -> value {
args.ensure_vals<value_bool>();
bool val = args.get_pos(0)->as_bool();
return mk_val<value_string>(val ? "True" : "False");
}},
{"safe", tostring},
{"string", tostring},
{"tojson", tojson},
};
return builtins;
@@ -1100,18 +1104,14 @@ const func_builtins & value_object_t::get_builtins() const {
}
const func_builtins & value_none_t::get_builtins() const {
static const func_handler tostring = [](const func_args &) -> value {
return mk_val<value_string>("None");
};
static const func_builtins builtins = {
{"default", default_value},
{"tojson", tojson},
{"string", [](const func_args &) -> value {
return mk_val<value_string>("None");
}},
{"safe", [](const func_args &) -> value {
return mk_val<value_string>("None");
}},
{"strip", [](const func_args &) -> value {
return mk_val<value_string>("None");
}},
{"string", tostring},
{"safe", tostring},
{"items", empty_value_fn<value_array>},
{"map", empty_value_fn<value_array>},
{"reject", empty_value_fn<value_array>},
+17 -1
View File
@@ -1561,7 +1561,23 @@ void common_peg_arena::build_grammar(const common_grammar_builder & builder, boo
if (!s.schema) {
return true;
}
if (s.raw && s.schema->contains("type") && s.schema->at("type").is_string() && s.schema->at("type") == "string") {
if (s.raw && s.schema->contains("type")) {
const auto & type_val = s.schema->at("type");
if (type_val.is_string() && type_val == "string") {
return true;
}
// Handle nullable types like ["string", "null"] - delegate when the
// non-null type is string, since the tagged format uses raw text
if (type_val.is_array()) {
for (const auto & t : type_val) {
if (t.is_string() && t.get<std::string>() != "null") {
return t.get<std::string>() == "string";
}
}
}
}
// Delegate for enum schemas in raw mode - enum values are literal strings
if (s.raw && !s.schema->contains("type") && s.schema->contains("enum")) {
return true;
}
return false;
+1 -1
View File
@@ -389,7 +389,7 @@ You can download it from your Linux distro's package manager or from here: [ROCm
The environment variable [`HIP_VISIBLE_DEVICES`](https://rocm.docs.amd.com/en/latest/understand/gpu_isolation.html#hip-visible-devices) can be used to specify which GPU(s) will be used.
If your GPU is not officially supported you can use the environment variable [`HSA_OVERRIDE_GFX_VERSION`] set to a similar GPU, for example 10.3.0 on RDNA2 (e.g. gfx1030, gfx1031, or gfx1035) or 11.0.0 on RDNA3.
If your GPU is not officially supported you can use the environment variable [`HSA_OVERRIDE_GFX_VERSION`] set to a similar GPU, for example 10.3.0 on RDNA2 (e.g. gfx1030, gfx1031, or gfx1035) or 11.0.0 on RDNA3. Note that [`HSA_OVERRIDE_GFX_VERSION`] is [not supported on Windows](https://github.com/ROCm/ROCm/issues/2654)
### Unified Memory
-2
View File
@@ -3712,9 +3712,7 @@ int llama_vocab::max_token_len() const {
int llama_vocab::find_bpe_rank(const std::string & token_left, const std::string & token_right) const {
GGML_ASSERT(token_left.find(' ') == std::string::npos);
GGML_ASSERT(token_left.find('\n') == std::string::npos);
GGML_ASSERT(token_right.find(' ') == std::string::npos);
GGML_ASSERT(token_right.find('\n') == std::string::npos);
auto it = pimpl->bpe_ranks.find(std::make_pair(token_left, token_right));
if (it == pimpl->bpe_ranks.end()) {
+113
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@@ -657,6 +657,66 @@ static common_chat_tool imaginary_number_tool{
})",
};
static common_chat_tool nullable_string_tool{
/* .name = */ "set_nullable_str",
/* .description = */ "Set a nullable string value",
/* .parameters = */ R"({
"type": "object",
"properties": {
"name": {
"type": ["string", "null"],
"description": "A nullable string"
}
},
"required": ["name"]
})",
};
static common_chat_tool nullable_string_null_first_tool{
/* .name = */ "set_nullable_str_nf",
/* .description = */ "Set a nullable string value with null first in type array",
/* .parameters = */ R"({
"type": "object",
"properties": {
"name": {
"type": ["null", "string"],
"description": "A nullable string with null first"
}
},
"required": ["name"]
})",
};
static common_chat_tool nullable_int_tool{
/* .name = */ "set_nullable_int",
/* .description = */ "Set a nullable integer value",
/* .parameters = */ R"({
"type": "object",
"properties": {
"count": {
"type": ["integer", "null"],
"description": "A nullable integer"
}
},
"required": ["count"]
})",
};
static common_chat_tool enum_no_type_tool{
/* .name = */ "set_unit",
/* .description = */ "Set a temperature unit",
/* .parameters = */ R"({
"type": "object",
"properties": {
"unit": {
"enum": ["celsius", "fahrenheit"],
"description": "Temperature unit"
}
},
"required": ["unit"]
})",
};
static common_chat_tool string_param_tool{
/* .name = */ "string_param",
/* .description = */ "Tool with string parameter for testing",
@@ -2200,6 +2260,7 @@ static void test_template_output_peg_parsers(bool detailed_debug) {
}
})
.run();
}
{
@@ -2383,6 +2444,58 @@ static void test_template_output_peg_parsers(bool detailed_debug) {
})
.expect_reconstruction()
.run();
// nullable string type ["string", "null"]
tst.test(
"<tool_call>\n"
"<function=set_nullable_str>\n"
"<parameter=name>\nhello world\n</parameter>\n"
"</function>\n"
"</tool_call>")
.tools({ nullable_string_tool })
.expect_tool_calls({
{ "set_nullable_str", R"({"name": "hello world"})", {} },
})
.run();
// nullable string with null first in type array ["null", "string"]
tst.test(
"<tool_call>\n"
"<function=set_nullable_str_nf>\n"
"<parameter=name>\nhello world\n</parameter>\n"
"</function>\n"
"</tool_call>")
.tools({ nullable_string_null_first_tool })
.expect_tool_calls({
{ "set_nullable_str_nf", R"({"name": "hello world"})", {} },
})
.run();
// nullable integer type ["integer", "null"] - should use JSON value path, not string
tst.test(
"<tool_call>\n"
"<function=set_nullable_int>\n"
"<parameter=count>\n42\n</parameter>\n"
"</function>\n"
"</tool_call>")
.tools({ nullable_int_tool })
.expect_tool_calls({
{ "set_nullable_int", R"({"count": 42})", {} },
})
.run();
// enum without explicit type key - should infer string from enum values
tst.test(
"<tool_call>\n"
"<function=set_unit>\n"
"<parameter=unit>\ncelsius\n</parameter>\n"
"</function>\n"
"</tool_call>")
.tools({ enum_no_type_tool })
.expect_tool_calls({
{ "set_unit", R"({"unit": "celsius"})", {} },
})
.run();
}
{
auto tst = peg_tester("models/templates/deepseek-ai-DeepSeek-V3.1.jinja", detailed_debug);
+12
View File
@@ -523,6 +523,18 @@ static void test_filters(testing & t) {
"hello"
);
test_template(t, "upper array",
"{{ items|upper }}",
{{"items", json::array({"hello", "world"})}},
"['HELLO', 'WORLD']"
);
test_template(t, "upper dict",
"{{ items|upper }}",
{{"items", {{"hello", "world"}}}},
"{'HELLO': 'WORLD'}"
);
test_template(t, "capitalize",
"{{ 'heLlo World'|capitalize }}",
json::object(),