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GaLore: Memory-Efficient LLM Training by Gradient Low-Rank Projection

WorkBench: a Benchmark Dataset for Agents in a Realistic Workplace Setting.

Manage scalable open LLM inference endpoints in Slurm clusters

Robust Speech Recognition via Large-Scale Weak Supervision

This is the repository for the Tool Learning survey.

To speed up Long-context LLMs' inference, approximate and dynamic sparse calculate the attention, which reduces inference latency by up to 10x for pre-filling on an A100 while maintaining accuracy.

BertViz: Visualize Attention in NLP Models (BERT, GPT2, BART, etc.)

slot filling, intent detection, joint training, ATIS & SNIPS datasets, the Facebook’s multilingual dataset, MIT corpus, E-commerce Shopping Assistant (ECSA) dataset, CoNLL2003 NER, ELMo, BERT, XLNet

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

DataComp for Language Models

An easy-to-use LLMs quantization package with user-friendly apis, based on GPTQ algorithm.

Hunyuan-DiT : A Powerful Multi-Resolution Diffusion Transformer with Fine-Grained Chinese Understanding

🤗 Evaluate: A library for easily evaluating machine learning models and datasets.

OpenChat: Advancing Open-source Language Models with Imperfect Data

The official implementation of Self-Play Fine-Tuning (SPIN)

Tools for merging pretrained large language models.

[ICLR 2024] MetaTool Benchmark for Large Language Models: Deciding Whether to Use Tools and Which to Use

Robust recipes to align language models with human and AI preferences

Go ahead and axolotl questions

Industrial-first evaluation benchmark for LLMs in the DevOps/AIOps domain.

[ICML 2024] Break the Sequential Dependency of LLM Inference Using Lookahead Decoding

Daily updated LLM papers. 每日更新 LLM 相关的论文，欢迎订阅 👏 喜欢的话动动你的小手 🌟 一个

DeepSeekMoE: Towards Ultimate Expert Specialization in Mixture-of-Experts Language Models

Official inference library for Mistral models

Self-Evolved Diverse Data Sampling for Efficient Instruction Tuning

AppAgent: Multimodal Agents as Smartphone Users, an LLM-based multimodal agent framework designed to operate smartphone apps.

leaked prompts of GPTs

FireAct: Toward Language Agent Fine-tuning