feat: add configurable Qwen cache types and early cache scheduling (#2045)

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leejet authored and GitHub committed 2026-09-25 01:51:01 +08:00
1 parent 4dfe8f5d45
commit 740c7ae193
11 files changed
+185 -61

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+15 -6
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@@ -67,6 +67,7 @@ struct WeightAdapter {
struct GGMLRunnerContext {
ggml_backend_t backend = nullptr;
ggml_context* ggml_ctx = nullptr;
ggml_cgraph* graph = nullptr;
bool flash_attn_enabled = false;
bool sage_attn_enabled = false;
float linear_scale = 0.f;
@@ -102,6 +103,12 @@ struct GGMLRunnerContext {
return get_cache_tensor(name);
}
void expand_graph(ggml_tensor* tensor) const {
if (graph != nullptr && tensor != nullptr) {
ggml_build_forward_expand(graph, tensor);
}
}
void persist_cache_tensor(const std::string& name, ggml_tensor* tensor) const {
if (!cache_tensor || tensor == nullptr) {
return;
@@ -122,10 +129,11 @@ ggml_tensor* ggml_ext_attention_ext(GGMLRunnerContext* ctx,
ggml_tensor* k,
ggml_tensor* v,
int64_t n_head,
ggml_tensor* mask = nullptr,
bool skip_reshape = false,
bool flash_attn = false,
float kv_scale = 1.f);
ggml_tensor* mask = nullptr,
bool skip_reshape = false,
bool flash_attn = false,
float kv_scale = 1.f,
bool* used_flash_attn = nullptr);
struct GGMLRunner {
private:
@@ -289,7 +297,8 @@ public:
virtual ~GGMLRunner();
virtual GGMLRunnerContext get_context();
// Binding a graph schedules cache outputs at registration instead of graph end.
virtual GGMLRunnerContext get_context(ggml_cgraph* graph = nullptr);
void reset_compute_ctx();
@@ -324,7 +333,7 @@ public:
ggml_tensor* to_backend(ggml_tensor* tensor);
void cache(const std::string name, ggml_tensor* tensor);
void cache(const std::string name, ggml_tensor* tensor, ggml_cgraph* graph = nullptr);
ggml_tensor* get_cache_tensor_by_name(const std::string& name) {
return cache_.get(name);