// Copyright 2025 The ODML Authors. // // Licensed under the Apache License, Version 2.0 (the "License"); // you may not use this file except in compliance with the License. // You may obtain a copy of the License at // // http://www.apache.org/licenses/LICENSE-2.0 // // Unless required by applicable law or agreed to in writing, software // distributed under the License is distributed on an "AS IS" BASIS, // WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. // See the License for the specific language governing permissions and // limitations under the License. #include "runtime/components/lora_manager.h" #include #include #include #include "absl/container/flat_hash_map.h" // from @com_google_absl #include "absl/memory/memory.h" // from @com_google_absl #include "absl/status/status.h" // from @com_google_absl #include "absl/status/statusor.h" // from @com_google_absl #include "absl/strings/string_view.h" // from @com_google_absl #include "litert/cc/litert_compiled_model.h" // from @litert #include "litert/cc/litert_model.h" // from @litert #include "litert/cc/litert_tensor_buffer.h" // from @litert #include "runtime/components/lora.h" #include "runtime/executor/executor_settings_base.h" #include "runtime/util/lora_data.h" #include "runtime/util/status_macros.h" namespace litert::lm { absl::StatusOr> LoraManager::Create( const litert::CompiledModel& compiled_model) { return absl::WrapUnique(new LoraManager(compiled_model)); } LoraManager::LoraManager(const litert::CompiledModel& compiled_model) : compiled_model_(compiled_model) {} absl::Status LoraManager::LoadLoRA(uint32_t lora_id, const ModelAssets& model_assets) { if (lora_data_.contains(lora_id)) { return absl::AlreadyExistsError("LoRA ID already exists"); } ASSIGN_OR_RETURN(auto scoped_file, model_assets.GetOrCreateScopedFile()); ASSIGN_OR_RETURN(auto lora_data, LoraData::CreateFromScopedFile(scoped_file)); lora_data_[lora_id] = std::move(lora_data); return absl::OkStatus(); } absl::Status LoraManager::UseLoRA(uint32_t lora_id) { if (!lora_data_.contains(lora_id) && !loras_.contains(lora_id)) { return absl::NotFoundError("LoRA ID not found"); } if (!loras_.contains(lora_id)) { ASSIGN_OR_RETURN(auto lora, LoRA::Create(std::move(lora_data_[lora_id]), compiled_model_)); loras_[lora_id] = std::move(lora); lora_data_.erase(lora_id); } current_lora_id_ = lora_id; return absl::OkStatus(); } absl::StatusOr> LoraManager::GetLoRABuffers() const { if (!current_lora_id_.has_value()) { return absl::FailedPreconditionError("No LoRA ID is set"); } if (!loras_.contains(*current_lora_id_)) { return absl::NotFoundError("LoRA ID not found"); } return loras_.at(*current_lora_id_)->GetLoRABuffers(); } } // namespace litert::lm