Popular GitHub Repositories for Language Models

Reasoning in LLMs: Papers and Resources, including Chain-of-Thought, OpenAI o1, and DeepSeek-R1 ?

Large Concept Models: Language modeling in a sentence representation space

Explain, analyze, and visualize NLP language models. Ecco creates interactive visualizations directly in Jupyter notebooks explaining the behavior of Transformer-based language models (like GPT2, BERT, RoBERTA, T5, and T0).

[Paper List] Papers integrating knowledge graphs (KGs) and large language models (LLMs)

:house_with_garden: Fast & easy transfer learning for NLP. Harvesting language models for the industry. Focus on Question Answering.

LangChain & Prompt Engineering tutorials on Large Language Models (LLMs) such as ChatGPT with custom data. Jupyter notebooks on loading and indexing data, creating prompt templates, CSV agents, and using retrieval QA chains to query the custom data. Projects for using a private LLM (Llama 2) for chat with PDF files, tweets sentiment analysis.

A family of diffusion models for text-to-audio generation.

LLM-based ontological extraction tools, including SPIRES

Official implementation for HyenaDNA, a long-range genomic foundation model built with Hyena

Happy Transformer makes it easy to fine-tune and perform inference with NLP Transformer models.

Crosslingual Generalization through Multitask Finetuning

Unofficial API Wrapper for Perplexity.ai + Account Generator with Web Interface

Latency and Memory Analysis of Transformer Models for Training and Inference

ChatGPT Universe is fleeting notes on ChatGPT, GPT, and large language models (LLMs)

? ParsBERT: Transformer-based Model for Persian Language Understanding

PromptInject is a framework that assembles prompts in a modular fashion to provide a quantitative analysis of the robustness of LLMs to adversarial prompt attacks. ? Best Paper Awards @ NeurIPS ML Safety Workshop 2022

Pre-trained models and language resources for Natural Language Processing in Polish

Scaling Data-Constrained Language Models

? Chatbot web app + HTTP and Websocket endpoints for LLM inference with the Petals client

PyTorch + HuggingFace code for RetoMaton: "Neuro-Symbolic Language Modeling with Automaton-augmented Retrieval" (ICML 2022), including an implementation of kNN-LM and kNN-MT