Kategoria
Technologie
Samouczki LLM
Bądź na bieżąco z najnowszymi wiadomościami, technikami i zasobami dotyczącymi dużych modeli językowych. Nasze samouczki są pełne praktycznych instrukcji krok po kroku i przypadków użycia, które pomogą Panu/Pani rozwinąć umiejętności.
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Gemini 2.0 Flash: Step-by-Step Tutorial With Demo Project
Learn how to use Google's Gemini 2.0 Flash model to develop a visual assistant capable of reading on-screen content and answering questions about it using Python.
16 grudnia 2024
Qwen 2.5 Coder: A Guide With Examples
Learn about the Qwen2.5-Coder series by building an AI code review assistant using Qwen 2.5-Coder-32B-Instruct and Gradio.
12 grudnia 2024
Amazon Nova Models: A Guide With Examples
Learn about the new Amazon Nova models (Micro, Lite, Pro, Premier, Canvas, Reel), how to access them through the Bedrock Playground and API, and how to build a demo multi-agent app.
9 grudnia 2024
Anthropic's Contextual Retrieval: A Guide With Implementation
Learn how Anthropic's contextual retrieval improves the accuracy of retrieval systems and how to implement it step-by-step.
29 listopada 2024
Microsoft's TinyTroupe: A Guide With Examples
Learn how to use Microsoft’s TinyTroupe to simulate interactions between AI personas with distinct characteristics for different purposes.
28 listopada 2024
Pixtral Large: A Guide With Examples
Learn how to use Mistral’s Pixtral Large via Le Chat or access it programmatically through the API on La Plateforme.
27 listopada 2024
Late Chunking for RAG: Implementation With Jina AI
Learn how to implement late chunking with Jina AI to improve context preservation and retrieval accuracy in RAG applications.
20 listopada 2024
Prompt Caching: A Guide With Code Implementation
Learn what prompt caching is and how to use it with Ollama to optimize LLM interactions, reduce costs, and improve performance in AI apps.
19 listopada 2024
Recursive Retrieval for RAG: Implementation With LlamaIndex
Learn how to implement recursive retrieval in RAG systems using LlamaIndex to improve the accuracy and relevance of retrieved information, especially for large document collections.
13 listopada 2024
HumanEval: A Benchmark for Evaluating LLM Code Generation Capabilities
Learn how to evaluate your LLM on code generation capabilities with the Hugging Face Evaluate library.
13 listopada 2024
Speculative Decoding: A Guide With Implementation Examples
Learn what speculative decoding is, how it works, when to use it, and how to implement it using Gemma2 models.
8 listopada 2024
How to Use GPT-4o Audio Preview With LangChain and ChatOpenAI
Learn how to use OpenAI’s gpt-4o-audio-preview model with LangChain to build voice-enabled applications that include audio input, transcription, and generation.
4 listopada 2024