マインドマップギャラリー Deepseekコアアーキテクチャと主要なテクノロジーのイノベーション
Deepseekのコアアーキテクチャと主要なテクノロジーは、一連の主要な技術革新を通じて、処理速度の改善とコンピューティングの複雑さを削減しました。
2025-02-05 21:36:44 に編集されましたRumi: 10 dimensions of spiritual awakening. When you stop looking for yourself, you will find the entire universe because what you are looking for is also looking for you. Anything you do persevere every day can open a door to the depths of your spirit. In silence, I slipped into the secret realm, and I enjoyed everything to observe the magic around me, and didn't make any noise. Why do you like to crawl when you are born with wings? The soul has its own ears and can hear things that the mind cannot understand. Seek inward for the answer to everything, everything in the universe is in you. Lovers do not end up meeting somewhere, and there is no parting in this world. A wound is where light enters your heart.
Chronic heart failure is not just a problem of the speed of heart rate! It is caused by the decrease in myocardial contraction and diastolic function, which leads to insufficient cardiac output, which in turn causes congestion in the pulmonary circulation and congestion in the systemic circulation. From causes, inducement to compensation mechanisms, the pathophysiological processes of heart failure are complex and diverse. By controlling edema, reducing the heart's front and afterload, improving cardiac comfort function, and preventing and treating basic causes, we can effectively respond to this challenge. Only by understanding the mechanisms and clinical manifestations of heart failure and mastering prevention and treatment strategies can we better protect heart health.
Ischemia-reperfusion injury is a phenomenon that cellular function and metabolic disorders and structural damage will worsen after organs or tissues restore blood supply. Its main mechanisms include increased free radical generation, calcium overload, and the role of microvascular and leukocytes. The heart and brain are common damaged organs, manifested as changes in myocardial metabolism and ultrastructural changes, decreased cardiac function, etc. Prevention and control measures include removing free radicals, reducing calcium overload, improving metabolism and controlling reperfusion conditions, such as low sodium, low temperature, low pressure, etc. Understanding these mechanisms can help develop effective treatment options and alleviate ischemic injury.
Rumi: 10 dimensions of spiritual awakening. When you stop looking for yourself, you will find the entire universe because what you are looking for is also looking for you. Anything you do persevere every day can open a door to the depths of your spirit. In silence, I slipped into the secret realm, and I enjoyed everything to observe the magic around me, and didn't make any noise. Why do you like to crawl when you are born with wings? The soul has its own ears and can hear things that the mind cannot understand. Seek inward for the answer to everything, everything in the universe is in you. Lovers do not end up meeting somewhere, and there is no parting in this world. A wound is where light enters your heart.
Chronic heart failure is not just a problem of the speed of heart rate! It is caused by the decrease in myocardial contraction and diastolic function, which leads to insufficient cardiac output, which in turn causes congestion in the pulmonary circulation and congestion in the systemic circulation. From causes, inducement to compensation mechanisms, the pathophysiological processes of heart failure are complex and diverse. By controlling edema, reducing the heart's front and afterload, improving cardiac comfort function, and preventing and treating basic causes, we can effectively respond to this challenge. Only by understanding the mechanisms and clinical manifestations of heart failure and mastering prevention and treatment strategies can we better protect heart health.
Ischemia-reperfusion injury is a phenomenon that cellular function and metabolic disorders and structural damage will worsen after organs or tissues restore blood supply. Its main mechanisms include increased free radical generation, calcium overload, and the role of microvascular and leukocytes. The heart and brain are common damaged organs, manifested as changes in myocardial metabolism and ultrastructural changes, decreased cardiac function, etc. Prevention and control measures include removing free radicals, reducing calcium overload, improving metabolism and controlling reperfusion conditions, such as low sodium, low temperature, low pressure, etc. Understanding these mechanisms can help develop effective treatment options and alleviate ischemic injury.
deepseek コアアーキテクチャと主要なテクノロジーのイノベーション
主要なテクノロジーのイノベーション
効率的な推論エンジン
Flashattention 最適化
GPUメモリ帯域幅の利点を活用して、注意計算を加速し、30%以上の遅延削減を達成します。
動的バッチ処理 テクノロジー
リクエストの複雑さに応じたバッチサイズの柔軟な調整とスループットを最適化します。
マルチモーダル拡張
統一表現 空間
クリップスタイルの比較学習を通じて、テキストの正確なアラインメント、画像、ビデオ埋め込みベクトルが達成され、クロスモーダルの検索と生成がサポートされます。
マルチモーダル 推論エンジン
Visual Transformer(VIT)とLanguageモデルを統合して、グラフィックやテキストQ&A、ビデオ説明生成などの最先端のアプリケーションを強化します。
リソース効率 推進する
パラメーター効率的な微調整(PEFT)
LORAテクノロジーを使用すると、1%のパラメーターのみをトレーニングすることで、新しいタスクにすばやく適応し、ビデオメモリを最大90%節約できます。
定量化および蒸留技術
10Bレベルのモデルがエッジデバイス(携帯電話など)でスムーズに実行できるように、INT8の量子化とモデルの蒸留をサポートします。
コアアーキテクチャ
モデルの礎石
トランスアーキテクチャを深く最適化し、まばらな注意メカニズムを統合し、計算の複雑さを大幅に減らします。
動的なルーティングネットワークを導入し、入力コンテンツに基づいてコンピューティングリソースをインテリジェントに割り当て、長いテキストと複雑な論理タスクの処理速度を大幅に改善します。
层级策略 最適化
ハイブリッドエキスパートシステム (MOE)
組み込みの複数のエキスパートサブネットは、細かいゲーティングメカニズムを通じて需要が活性化され、制御可能なコンピューティングコストを維持しながらモデル容量を強化します。
フェーズトレーニング エッセンス
トレーニング前 ステージ
1兆レベルの多言語コーパス(中国語、英語、コードをカバー)に浸り、知識グラフを統合してエンティティの理解を深める。
整列します ステージ
人間のフィードバック補強学習(RLHF)と憲法上のAIの概念を組み合わせて、出力が安全で価値の方向に沿っていることを確認します。
フィールドファイン調整 ステージ
専門的なタスクにおけるモデルのパフォーマンスを改善するために、金融や医療などの特定の分野に専門的なデータを注入します。