Merge branch 'upstream' into concedo_experimental

# Conflicts:
#	.github/workflows/release.yml
#	.github/workflows/server.yml
#	examples/model-conversion/requirements.txt
#	examples/model-conversion/scripts/causal/run-casual-gen-embeddings-org.py
#	examples/speculative-simple/README.md
#	examples/speculative-simple/speculative-simple.cpp
#	ggml/src/ggml-opencl/ggml-opencl.cpp
#	requirements/requirements-convert_hf_to_gguf.txt
#	requirements/requirements-convert_lora_to_gguf.txt
#	scripts/hip/gcn-cdna-vgpr-check.py
#	tests/test-backend-ops.cpp
#	tests/test-chat.cpp
#	tools/imatrix/imatrix.cpp
#	tools/mtmd/CMakeLists.txt
This commit is contained in:
Concedo
2026-08-12 21:34:23 +08:00
79 changed files with 3714 additions and 282 deletions
+18 -9
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@@ -1180,6 +1180,16 @@ static common_chat_params common_chat_params_init_qwen3_coder(const common_chat_
data.prompt += data.generation_prompt;
}
std::vector<std::string> tool_call_starts = { "<tool_call>" };
// Match complete <function=name> opener for Qwen3-Coder models that occasionally omit the
// starting <tool_call>. The model may hallucinate a tool name, but it is preferable over
// constraining on <function which may occur in valid content generation, e.g. #include <functional>
foreach_function(inputs.tools, [&](const json & tool) {
const std::string name = tool.at("function").at("name");
tool_call_starts.push_back("<function=" + name + ">");
});
auto parser = build_chat_peg_parser([&](common_chat_peg_builder & p) {
auto generation_prompt = p.literal(GEN_PREFIX);
@@ -1252,7 +1262,7 @@ static common_chat_params common_chat_params_init_qwen3_coder(const common_chat_
auto tool_calls = p.trigger_rule("tool-call-root", p.repeat(calls, min_calls, 1));
return generation_prompt +
(reasoning << p.content(p.until_one_of({ "<tool_call>", "<function=" })) << tool_calls);
(reasoning << p.content(p.until_one_of(tool_call_starts)) << tool_calls);
}
// Content only parser
@@ -1278,12 +1288,9 @@ static common_chat_params common_chat_params_init_qwen3_coder(const common_chat_
});
if (data.grammar_lazy) {
data.grammar_triggers = {
{ COMMON_GRAMMAR_TRIGGER_TYPE_WORD, "<tool_call>" },
// Trigger on "<function" and not "<function=" because the trailing "=" is part of
// the token with the function name e.g. "=read"
{ COMMON_GRAMMAR_TRIGGER_TYPE_WORD, "<function" },
};
for (const auto & start : tool_call_starts) {
data.grammar_triggers.push_back({ COMMON_GRAMMAR_TRIGGER_TYPE_WORD, start });
}
}
}
@@ -3162,7 +3169,8 @@ static common_chat_params common_chat_params_init_muse_glimmer(const common_chat
auto analysis = p.ref("analysis");
auto recipient = p.optional(p.literal(" to=user"));
auto final_msg = p.rule("final", recipient + p.literal("<|message|>") + p.content(p.until("<|eot|>")));
auto final_msg = p.rule("final", recipient + p.literal("<|message|>") +
p.content(p.until_one_of({ "<|eot|>", "<|eom|>" })));
if (has_tools && inputs.tool_choice != COMMON_CHAT_TOOL_CHOICE_NONE) {
auto string_value = p.ac(
@@ -3218,7 +3226,8 @@ static common_chat_params common_chat_params_init_muse_glimmer(const common_chat
if (inputs.tool_choice == COMMON_CHAT_TOOL_CHOICE_REQUIRED) {
return p.zero_or_more(start + analysis) + start + tool_calls;
}
return p.zero_or_more(start + analysis) + start + (tool_calls | final_msg);
auto trailing_calls = p.optional(p.literal("<|eom|>") + start + tool_calls);
return p.zero_or_more(start + analysis) + start + (tool_calls | (final_msg + trailing_calls));
}
return p.zero_or_more(start + analysis) + start + final_msg;
+8 -72
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@@ -171,12 +171,6 @@ struct common_speculative_impl {
// (optional) serialize/restore per-seq internal state (e.g. eagle3's deferred boundary).
virtual bool get_state(llama_seq_id /*seq_id*/, std::vector<uint8_t> & /*data*/) const { return false; }
virtual void set_state(llama_seq_id /*seq_id*/, const std::vector<uint8_t> & /*data*/) {}
// true if this implementation requires the target context to extract post-norm embeddings
virtual bool need_embd() const = 0;
// true if this implementation requires the target context to extract pre-norm embeddings
virtual bool need_embd_nextn() const { return false; }
};
struct common_speculative_impl_draft_simple : public common_speculative_impl {
@@ -193,6 +187,10 @@ struct common_speculative_impl_draft_simple : public common_speculative_impl {
auto * ctx_dft = this->params.ctx_dft;
auto * ctx_tgt = this->params.ctx_tgt;
if (!ctx_dft) {
throw std::runtime_error("draft-simple requires a draft context");
}
SPC_TRC("%s", "adding speculative implementation 'draft-simple'\n");
SPC_TRC("- n_max=%d, n_min=%d, p_min=%f\n", this->params.n_max, this->params.n_min, this->params.p_min);
SPC_TRC("- gpu_layers=%d, cache_k=%s, cache_v=%s, ctx_tgt=%s, ctx_dft=%s, devices=[%s]\n",
@@ -385,10 +383,6 @@ struct common_speculative_impl_draft_simple : public common_speculative_impl {
void accept(llama_seq_id /*seq_id*/, uint16_t /*n_accepted*/, bool /*is_other*/) override {
// noop
}
bool need_embd() const override {
return false;
}
};
@@ -907,10 +901,6 @@ struct common_speculative_impl_draft_eagle3 : public common_speculative_impl {
pending_g_last[seq_id].resize(n_embd_dec);
std::memcpy(pending_g_last[seq_id].data(), data.data() + sizeof(llama_pos), (size_t) n_embd_dec * sizeof(float));
}
bool need_embd() const override {
return false;
}
};
// DFlash: block-diffusion drafting with a draft-side KV cache injection
@@ -1247,10 +1237,6 @@ struct common_speculative_impl_draft_dflash : public common_speculative_impl {
void accept(llama_seq_id /*seq_id*/, uint16_t /*n_accepted*/, bool /*is_other*/) override {
// noop
}
bool need_embd() const override {
return false;
}
};
struct common_speculative_impl_draft_mtp : public common_speculative_impl {
@@ -1689,14 +1675,6 @@ struct common_speculative_impl_draft_mtp : public common_speculative_impl {
const size_t row_bytes = (size_t) n_embd * sizeof(float);
std::memcpy(pending_h[seq_id].data(), verify_h[seq_id].data() + (size_t) i_h * n_embd, row_bytes);
}
bool need_embd() const override {
return false;
}
bool need_embd_nextn() const override {
return true;
}
};
// state of self-speculation (simple implementation, not ngram-map)
@@ -1743,10 +1721,6 @@ struct common_speculative_impl_ngram_simple : public common_speculative_impl {
void accept(llama_seq_id /*seq_id*/, uint16_t /*n_accepted*/, bool /*is_other*/) override {
// noop
}
bool need_embd() const override {
return false;
}
};
struct common_speculative_impl_ngram_map_k : public common_speculative_impl {
@@ -1801,10 +1775,6 @@ struct common_speculative_impl_ngram_map_k : public common_speculative_impl {
common_ngram_map_accept(config[seq_id], n_accepted);
}
bool need_embd() const override {
return false;
}
};
struct common_speculative_impl_ngram_mod : public common_speculative_impl {
@@ -1980,10 +1950,6 @@ struct common_speculative_impl_ngram_mod : public common_speculative_impl {
}
}
}
bool need_embd() const override {
return false;
}
};
struct common_speculative_impl_ngram_cache : public common_speculative_impl {
@@ -2123,10 +2089,6 @@ struct common_speculative_impl_ngram_cache : public common_speculative_impl {
void accept(llama_seq_id /*seq_id*/, uint16_t /*n_accepted*/, bool /*is_other*/) override {
// noop
}
bool need_embd() const override {
return false;
}
};
struct common_speculative {
@@ -2322,7 +2284,6 @@ common_speculative_init_result::common_speculative_init_result(
const bool spec_mtp = std::find(params.speculative.types.begin(),
params.speculative.types.end(),
COMMON_SPECULATIVE_TYPE_DRAFT_MTP) != params.speculative.types.end();
GGML_ASSERT(has_draft || spec_mtp);
auto mparams = common_model_params_to_llama(params);
auto cparams = common_context_params_to_llama(params);
@@ -2560,34 +2521,6 @@ bool common_speculative_process(common_speculative * spec, const llama_batch & b
return result;
}
bool common_speculative_need_embd(common_speculative * spec) {
if (spec == nullptr) {
return false;
}
for (auto & impl : spec->impls) {
if (impl->need_embd()) {
return true;
}
}
return false;
}
bool common_speculative_need_embd_nextn(common_speculative * spec) {
if (spec == nullptr) {
return false;
}
for (auto & impl : spec->impls) {
if (impl->need_embd_nextn()) {
return true;
}
}
return false;
}
void common_speculative_draft(common_speculative * spec) {
if (spec == nullptr) {
return;
@@ -2672,7 +2605,10 @@ void common_speculative_draft(common_speculative * spec) {
void common_speculative_accept(common_speculative * spec, llama_seq_id seq_id, uint16_t n_accepted) {
common_speculative_impl * impl = spec->impl_last[seq_id];
GGML_ASSERT(impl);
if (impl == nullptr) {
GGML_ASSERT(n_accepted == 0);
return;
}
{
common_time_meas tm(impl->t_accept_us, !impl->gen_perf);
-6
View File
@@ -67,12 +67,6 @@ void common_speculative_begin(common_speculative * spec, llama_seq_id seq_id, co
// process the batch and update the internal state of the speculative context
bool common_speculative_process(common_speculative * spec, const llama_batch & batch);
// true if any implementation requires target post-norm embeddings to be extracted
bool common_speculative_need_embd(common_speculative * spec);
// true if any implementation requires target nextn embeddings to be extracted
bool common_speculative_need_embd_nextn(common_speculative * spec);
// generate drafts for the sequences specified with `common_speculative_get_draft_params`
void common_speculative_draft(common_speculative * spec);