Statistics for topic large-language-models

"LightRAG: Simple and Fast Retrieval-Augmented Generation"

Langflow is a low-code app builder for RAG and multi-agent AI applications. It’s Python-based and agnostic to any model, API, or database.

Implement a ChatGPT-like LLM in PyTorch from scratch, step by step

Machine Learning Journal for Intermediate to Advanced Topics.

🤖 𝗟𝗲𝗮𝗿𝗻 for 𝗳𝗿𝗲𝗲 how to 𝗯𝘂𝗶𝗹𝗱 an end-to-end 𝗽𝗿𝗼𝗱𝘂𝗰𝘁𝗶𝗼𝗻-𝗿𝗲𝗮𝗱𝘆 𝗟𝗟𝗠 & 𝗥𝗔𝗚 𝘀𝘆𝘀𝘁𝗲𝗺 using 𝗟𝗟𝗠𝗢𝗽𝘀 best practices: ~ 𝘴𝘰𝘶𝘳𝘤𝘦 𝘤𝘰𝘥𝘦 + 12 𝘩𝘢𝘯𝘥𝘴-𝘰𝘯 ...

LLM KV cache compression made easy

Machine Learning Journal for Intermediate to Advanced Topics.

A brief and partial summary of RLHF algorithms.

Survey of Small Language Models from Penn State, ...

✨✨Freeze-Omni: A Smart and Low Latency Speech-to-speech Dialogue Model with Frozen LLM

A brief and partial summary of RLHF algorithms.

"LightRAG: Simple and Fast Retrieval-Augmented Generation"

Langflow is a low-code app builder for RAG and multi-agent AI applications. It’s Python-based and agnostic to any model, API, or database.

Implement a ChatGPT-like LLM in PyTorch from scratch, step by step

Unified Efficient Fine-Tuning of 100+ LLMs (ACL 2024)

Machine Learning Journal for Intermediate to Advanced Topics.

LLM KV cache compression made easy

A brief and partial summary of RLHF algorithms.

Survey of Small Language Models from Penn State, ...

Machine Learning Journal for Intermediate to Advanced Topics.

✨✨Freeze-Omni: A Smart and Low Latency Speech-to-speech Dialogue Model with Frozen LLM

✨✨Freeze-Omni: A Smart and Low Latency Speech-to-speech Dialogue Model with Frozen LLM

LLM KV cache compression made easy

A brief and partial summary of RLHF algorithms.

OpenAI o1 advanced reasoning powered vulnerable web page generator for testing and educational purposes

A Completely Modular LLM Reverse Engineering, Red Teaming, and Vulnerability Research Framework.

"LightRAG: Simple and Fast Retrieval-Augmented Generation"

Implement a ChatGPT-like LLM in PyTorch from scratch, step by step

Langflow is a low-code app builder for RAG and multi-agent AI applications. It’s Python-based and agnostic to any model, API, or database.

Unified Efficient Fine-Tuning of 100+ LLMs (ACL 2024)

An LLM-powered knowledge curation system that researches a topic and generates a full-length report with citations.

✨✨Freeze-Omni: A Smart and Low Latency Speech-to-speech Dialogue Model with Frozen LLM

LLM KV cache compression made easy

Survey of Small Language Models from Penn State, ...

Official Implementation for EMNLP 2024 (main) "AgentReview: Exploring Academic Peer Review with LLM Agent."

A brief and partial summary of RLHF algorithms.

An LLM-powered knowledge curation system that researches a topic and generates a full-length report with citations.

A one stop repository for generative AI research updates, interview resources, notebooks and much more!

"LightRAG: Simple and Fast Retrieval-Augmented Generation"

High-speed Large Language Model Serving on PCs with Consumer-grade GPUs

Start building LLM-empowered multi-agent applications in an easier way.

Course to get into Large Language Models (LLMs) with roadmaps and Colab notebooks.

Implement a ChatGPT-like LLM in PyTorch from scratch, step by step

Unified Efficient Fine-Tuning of 100+ LLMs (ACL 2024)

Langflow is a low-code app builder for RAG and multi-agent AI applications. It’s Python-based and agnostic to any model, API, or database.

为GPT/GLM等LLM大语言模型提供实用化交互接口，特别优化论文阅读/润色/写作体验，模块化设计，支持自定义快捷按钮&函数插件，支持Python和C++等项目剖析&自译解功能，PDF/LaTex论文翻译&总结功能，支持并行问询多种LLM模型，支持chatglm3等本地模型。接入通义千问, deepseekcoder, 讯飞星火, 文心一言, llama2, rwkv, claude2, moss...

An LLM-powered knowledge curation system that researches a topic and generates a full-length report with citations.

Start building LLM-empowered multi-agent applications in an easier way.

LLaMA-Omni is a low-latency and high-quality end-to-end speech interaction model built upon Llama-3.1-8B-Instruct, aiming to achieve speech capabilities at the GPT-4o level.

Implement a ChatGPT-like LLM in PyTorch from scratch, step by step

Official code repo for the O'Reilly Book - "Hands-On Large Language Models"