[NeurIPS 24 Spotlight] MaskLLM: Learnable Semi-structured Sparsity for Large Language Models

BRIGHT: A Realistic and Challenging Benchmark for Reasoning-Intensive Retrieval

A library for advanced large language model reasoning

Automated Identification of Redundant Layer Blocks for Pruning in Large Language Models

Anthropic's educational courses

Official Code Repository for the paper "Generative Modeling on Manifolds Through Mixture of Riemannian Diffusion Processes" (ICML 2024).

Graphic notes on Gilbert Strang's "Linear Algebra for Everyone"

[EMNLP 2024] Official implementation of "Investigating How Large Language Models Leverage Internal Knowledge to Perform Complex Reasoning"

VITS: Conditional Variational Autoencoder with Adversarial Learning for End-to-End Text-to-Speech

Official repo for the paper "Scaling Synthetic Data Creation with 1,000,000,000 Personas"

User-friendly WebUI for AI (Formerly Ollama WebUI)

TextGrad: Automatic ''Differentiation'' via Text -- using large language models to backpropagate textual gradients.

Code for the paper 'Grokked Transformers are Implicit Reasoners: A Mechanistic Journey to the Edge of Generalization'

Benchmarking LLMs with Challenging Tasks from Real Users

Online Adaptation of Language Models with a Memory of Amortized Contexts (NeurIPS 2024)

Stanford NLP Python Library for Understanding and Improving PyTorch Models via Interventions

OpenAI Triton Implementation of Streaming LLM

Confidence interval computation for evaluation in machine learning using the bootstrapping approach

A guidance language for controlling large language models.

[ACL 2024] An Easy-to-use Knowledge Editing Framework for LLMs.

[NeurIPS 2023] LLM-Pruner: On the Structural Pruning of Large Language Models. Support Llama-3/3.1, Llama-2, LLaMA, BLOOM, Vicuna, Baichuan, TinyLlama, etc.

A library for generative social simulation

Democratizing Internet-scale financial data.

[NeurIPS'23 Spotlight] Learning Probabilistic Symmetrization for Architecture Agnostic Equivariance (LPS), in PyTorch

XPhoneBERT: A Pre-trained Multilingual Model for Phoneme Representations for Text-to-Speech (INTERSPEECH 2023)

Multilingual G2P in 100 languages

Customizable implementation of the self-instruct paper.