llama : refactor llama_context, llama_kv_cache, llm_build_context (#12181)
* llama : refactor llama_context, llama_kv_cache, llm_build_context ggml-ci * graph : don't mutate the KV cache during defrag ggml-ci * context : reduce virtuals + remove test function ggml-ci * context : move interface implementation to source file + factory ggml-ci * graph : move KV cache build functions to llama_context impl ggml-ci * graph : remove model reference from build_pooling ggml-ci * graph : remove llama_model reference ggml-ci * kv_cache : provide rope factors ggml-ci * graph : rework inputs to use only unique_ptr, remove attn input abstraction ggml-ci * context : remove llama_context_i abstraction ggml-ci * context : clean-up ggml-ci * graph : clean-up ggml-ci * llama : remove redundant keywords (struct, enum) ggml-ci * model : adapt gemma3 ggml-ci * graph : restore same attention ops as on master ggml-ci * llama : remove TODO + fix indent ggml-ci
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46 changed files with 13903 additions and 12190 deletions
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@ -98,7 +98,7 @@ int main(int argc, char ** argv) {
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auto generate = [&](const std::string & prompt) {
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std::string response;
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const bool is_first = llama_get_kv_cache_used_cells(ctx) == 0;
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const bool is_first = llama_kv_self_used_cells(ctx) == 0;
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// tokenize the prompt
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const int n_prompt_tokens = -llama_tokenize(vocab, prompt.c_str(), prompt.size(), NULL, 0, is_first, true);
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@ -113,7 +113,7 @@ int main(int argc, char ** argv) {
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while (true) {
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// check if we have enough space in the context to evaluate this batch
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int n_ctx = llama_n_ctx(ctx);
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int n_ctx_used = llama_get_kv_cache_used_cells(ctx);
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int n_ctx_used = llama_kv_self_used_cells(ctx);
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if (n_ctx_used + batch.n_tokens > n_ctx) {
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printf("\033[0m\n");
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fprintf(stderr, "context size exceeded\n");
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