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LLMs-from-scratch

Appears in 5 awesome lists

Implementing a ChatGPT-like LLM from scratch, step by step

Open github.comrasbt/llms-from-scratch

Found in these lists

awesome-ChatGPT-repositories

Section: NLP · Implementing a ChatGPT-like LLM from scratch, step by step

FreshScore 87

Awesome Data Analysis

Section: Resources · Educational repository for building LLMs from scratch.

FreshScore 80

Awesome Generative AI

Section: Courses and Educational Materials · Implementing a ChatGPT-like LLM from scratch, step by step

SlowScore 62

Awesome LLM Resources

Section: 书籍 Book

FreshScore 87

Build Your Own X

Section: Tutorials

ActiveScore 76

Awesome Machine Learning

The definitive curated list of machine learning frameworks, libraries and software organized by language. Covers Python, C++, Java, JavaScript, and more with comprehensive coverage of the ML ecosystem. CC0-1.0 licensed.

In 15 listsDetails

Awesome Deep Learning

A curated list of awesome Deep Learning tutorials, projects and communities.

In 9 listsDetails

Awesome Artificial Intelligence

Curated list of artificial intelligence courses, books, video lectures, and papers for developers and researchers. MIT licensed.

In 7 listsDetails

Opik

Comet's open-source AI observability and evaluation platform: deep tracing of LLM calls, conversation logging, and agent activity, plus built-in eval metrics, prompt versioning, guardrails, and the Opik Agent Optimizer. Worth including because it unifies observability, verification, and…

In 16 listsDetails

transformers

(formerly known as pytorch-transformers and pytorch-pretrained-bert) provides state-of-the-art general-purpose architectures (BERT, GPT-2, RoBERTa, XLM, DistilBert, XLNet, CTRL...) for Natural Language Understanding (NLU) and Natural Language Generation (NLG) with over 32+ pretrained models in…

In 14 listsDetails

Mem0

Mem0 is an intelligent memory layer for Large Language Models that enhances personalized AI experiences by retaining and utilizing contextual information across various applications. github | website | docs | discord | twitter | github profile | linkedin

In 13 listsDetails

Haystack

Open-source AI orchestration framework for building context-engineered, production-ready LLM applications. Design modular pipelines and agent workflows with explicit control over retrieval, routing, memory, and generation. Built for scalable agents, RAG, multimodal applications, semantic search,…

In 13 listsDetails

Semantic Kernel

Semantic Kernel is an SDK that integrates Large Language Models (LLMs) like OpenAI, Azure OpenAI, and Hugging Face with conventional programming languages like C#, Python, and Java. Semantic Kernel achieves this by allowing you to define plugins that can be chained together in just a few lines of…

In 11 listsDetails