Statistics for topic large-language-models

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.

"LightRAG: Simple and Fast Retrieval-Augmented Generation"

[NeurIPS 2024 Oral][GPT beats diffusion🔥] [scaling laws in visual generation📈] Official impl. of "Visual Autoregressive Modeling: Scalable Image Generation via Next-Scale Prediction". An *ultra-simp...

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

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

Code to train and evaluate Neural Attention Memory Models to obtain universally-applicable memory systems for transformers.

Open-source calculator for LLM system requirements.

Monet: Mixture of Monosemantic Experts for Transformers

A community-driven collection of RAG (Retrieval-Augmented Generation) frameworks, projects, and resources. Contribute and explore the evolving RAG ecosystem.

Source code for <Large language models surpass human experts in predicting neuroscience results>

Monet: Mixture of Monosemantic Experts for Transformers

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.

"LightRAG: Simple and Fast Retrieval-Augmented Generation"

[NeurIPS 2024 Oral][GPT beats diffusion🔥] [scaling laws in visual generation📈] Official impl. of "Visual Autoregressive Modeling: Scalable Image Generation via Next-Scale Prediction". An *ultra-simp...

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

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

Monet: Mixture of Monosemantic Experts for Transformers

🔥 Official impl. of "TokenFlow: Unified Image Tokenizer for Multimodal Understanding and Generation".

Official implementation of X-Prompt: Towards Universal In-Context Image Generation in Auto-Regressive Vision Language Foundation Models

🔥🔥🔥 Latest Advances on Large Recommendation Models

A community-driven collection of RAG (Retrieval-Augmented Generation) frameworks, projects, and resources. Contribute and explore the evolving RAG ecosystem.

The official implementation of MARS: Unleashing the Power of Variance Reduction for Training Large Models

Efficient LLM Inference over Long Sequences

🏝️ OASIS: Open Agent Social Interaction Simulations with One Million Agents. https://oasis.camel-ai.org

🔥 Official impl. of "TokenFlow: Unified Image Tokenizer for Multimodal Understanding and Generation".

Official implementation of X-Prompt: Towards Universal In-Context Image Generation in Auto-Regressive Vision Language Foundation Models

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.

"LightRAG: Simple and Fast Retrieval-Augmented Generation"

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

[NeurIPS 2024 Oral][GPT beats diffusion🔥] [scaling laws in visual generation📈] Official impl. of "Visual Autoregressive Modeling: Scalable Image Generation via Next-Scale Prediction". An *ultra-simp...

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

The official implementation of MARS: Unleashing the Power of Variance Reduction for Training Large Models

LLM KV cache compression made easy

Efficient, Flexible and Portable Structured Generation

A brief and partial summary of RLHF algorithms.

MIT-licensed Framework for LLMs, RAGs, Chatbots testing. Configurable via YAML and integrable into CI pipelines for automated testing.

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

"LightRAG: Simple and Fast Retrieval-Augmented Generation"

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

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

[NeurIPS 2024 Oral][GPT beats diffusion🔥] [scaling laws in visual generation📈] Official impl. of "Visual Autoregressive Modeling: Scalable Image Generation via Next-Scale Prediction". An *ultra-simp...

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.

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

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