Модель Llama-Embed-Nemotron-8B от NVIDIA вышла на 1-е место в рейтинге MMTEB — став лучшей открытой и переносимой моделью эмбеддингов в мире.
Она установила новый стандарт в задачах поиска, реранжирования и семантического сходства более чем на 1000 языках, превзойдя решения Google GeminiEmbedding и Alibaba Qwen3-8B.
Построенная на базе Llama-3.1-8B, модель обучалась на 16 млн пар “запрос-документ”, прошла инструкционно-ориентированный fine-tuning и использует модельное слияние (model merging) для объединения многоязычного поиска в единую систему.
Это - большой шаг вперёд для open-source ИИ и многоязычных исследований.
https://huggingface.co/nvidia/omni-embed-nemotron-3b
#AI#NVIDIA#Llama#Embeddings#Multilingual#Retrieval#OpenSource#LLM#SemanticSearch#Nemotron#MMTEB#DeepLearning#AIResearch
#python#DataStructures#algorithms
🐍
Python Data Structures & Algorithms
What you will get in this course:
- Data Structures
Lists
Linked Lists
Doubly Linked Lists
Stacks & Queues
Binary Trees
Hash Tables
Graphs
- Algorithms
- Sorting
Bubble Sort
Selection Sort
Insertion Sort
Merge Sort
Quick Sort
- Searching
Breadth First Search
Depth First Search
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#python#Algorithms#dataStructures
🐍
Hands-On Data Structures and Algorithms with Python: Store, manipulate, and access data effectively and boost the performance of your applications
🖇3rd Edition
📆2022
✍️Dr. Basant Agarwal
🔗Link
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#DataStructures#Algorithms#Java
🛠
The Ultimate Data Structures & Algorithms Course
What You'll Learn...
This course is divided into three parts, each about 5 hours long so you can easily complete it.
The first part is all about linear data structures and their algorithms:
- Big O Notation
- Arrays
- Linked Lists
- Stacks
- Queues
- Hash Tables
The second part covers non-linear data structures and their algorithms:
- Binary Trees
- AVL Trees
- Heaps
- Tries
- Graphs
The third part explores:
- Searching Algorithms
- Sorting Algorithms
- String Manipulation Algorithms
🗣Mosh Hamedani
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Coupons:@freecoupons_reposcience
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#DataStructures#Algorithm#designStrategies
📚
A Textbook of Data Structures and Algorithms, Volume 3: Mastering Advanced Data Structures and Algorithm Design Strategies
🔗Link
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Coupons: @freecoupons_reposcience
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