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Save KV State and Load KV State to memory added. GUI not yet updated
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b42b618897
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4b57108508
5 changed files with 271 additions and 1 deletions
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@ -142,6 +142,10 @@ static int delayed_generated_tokens_limit = 0;
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std::deque<std::string> delayed_generated_tokens; //for use with antislop sampling
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static std::map<int,std::vector<int>> antislop_banned_token_ids; //first is the npast position, second is the array of banned ids at that index
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static size_t current_savestate_size = 0;
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uint8_t * current_savestate_ptr = nullptr;
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static std::vector<gpt_vocab::id> savestate_context_tokens; //for context clones
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inline int kcpp_cpu_has_blas(void) {
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#if defined(GGML_USE_BLAS) || defined(GGML_USE_CUDA) || defined(GGML_USE_VULKAN) || defined(GGML_USE_CLBLAST) || defined(GGML_USE_SYCL)
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return 1;
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@ -4310,3 +4314,87 @@ generation_outputs gpttype_generate(const generation_inputs inputs)
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generation_finished = true;
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return output;
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}
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size_t gpttype_calc_new_state_kv()
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{
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if(kcpp_data==nullptr)
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{
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return 0;
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}
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if(file_format == FileFormat::GGUF_GENERIC)
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{
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return llama_state_get_size(llama_ctx_v4);
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}
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return 0;
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}
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size_t gpttype_calc_old_state_kv()
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{
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return current_savestate_size;
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}
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bool gpttype_save_state_kv()
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{
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if(kcpp_data==nullptr)
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{
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return false;
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}
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if(file_format == FileFormat::GGUF_GENERIC)
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{
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gpttype_clear_state_kv(); //JIT free
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size_t newsize = llama_state_get_size(llama_ctx_v4);
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current_savestate_ptr = (uint8_t *) malloc(newsize + 512); //add some padding
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if(!current_savestate_ptr)
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{
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return false;
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}
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auto res = llama_state_get_data(llama_ctx_v4, current_savestate_ptr, newsize);
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if (res > 0) {
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current_savestate_size = newsize;
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savestate_context_tokens = current_context_tokens;
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printf("\nKV Save State: Created SaveState of %zu tokens, costing %zu MB.\n",current_context_tokens.size(),current_savestate_size/(1024*1024));
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}
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return (res > 0);
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}
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return false;
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}
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bool gpttype_load_state_kv()
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{
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if(kcpp_data==nullptr)
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{
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return false;
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}
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if(file_format == FileFormat::GGUF_GENERIC)
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{
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if (current_savestate_ptr == nullptr || current_savestate_size == 0) {
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return false;
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}
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auto res = llama_state_set_data(llama_ctx_v4, current_savestate_ptr, current_savestate_size);
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if(res > 0)
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{
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current_context_tokens = savestate_context_tokens;
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printf("\nKV Load SaveState: Restored KV with %zu tokens.\n",current_context_tokens.size());
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}
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return (res > 0);
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}
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return false;
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}
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bool gpttype_clear_state_kv()
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{
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if(kcpp_data==nullptr)
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{
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return false;
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}
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if(file_format == FileFormat::GGUF_GENERIC)
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{
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if (current_savestate_ptr != nullptr) {
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//JIT free
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printf("\nKV Clear SaveState: Freed %zu MB.\n",current_savestate_size/(1024*1024));
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free(current_savestate_ptr);
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current_savestate_ptr = nullptr;
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savestate_context_tokens.clear();
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current_savestate_size = 0;
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return true;
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}
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return false;
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}
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return false;
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}
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