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Train transformer language models with reinforcement learning.

Python 10,678 1,383 Updated Jan 22, 2025

Code and data for "Lost in the Middle: How Language Models Use Long Contexts"

Python 327 27 Updated Jan 4, 2024

Challenging BIG-Bench Tasks and Whether Chain-of-Thought Can Solve Them

452 29 Updated Jun 25, 2024

This is the repo for constructing a comprehensive and rigorous evaluation framework for LLM calibration.

Python 11 2 Updated Apr 9, 2024

The demo, code and data of FollowRAG

Python 68 3 Updated Dec 12, 2024

Public code repo for paper "SaySelf: Teaching LLMs to Express Confidence with Self-Reflective Rationales"

Python 97 12 Updated Sep 28, 2024

[EMNLP 2024 Findings] Official Implementation of Full-Scale Matryoshka Representation Learning for Multimodal Recommendation (fMRLRec).

Python 6 1 Updated Oct 2, 2024

Awesome-LLM-Robustness: a curated list of Uncertainty, Reliability and Robustness in Large Language Models

697 47 Updated Jun 18, 2024

A library for mechanistic interpretability of GPT-style language models

Python 1,769 319 Updated Jan 22, 2025
Python 37 4 Updated Sep 29, 2024

Reading list of hallucination in LLMs. Check out our new survey paper: "Siren’s Song in the AI Ocean: A Survey on Hallucination in Large Language Models"

969 52 Updated Nov 21, 2024

How to think step-by-step: A mechanistic understanding of chain-of-thought reasoning

Jupyter Notebook 19 1 Updated Aug 29, 2024

✨✨Latest Papers and Benchmarks in Reasoning with Foundation Models

499 50 Updated Dec 31, 2024

[EMNLP 2023] MQuAKE: Assessing Knowledge Editing in Language Models via Multi-Hop Questions

Jupyter Notebook 105 9 Updated Sep 12, 2024

Evaluating the Ripple Effects of Knowledge Editing in Language Models

Python 53 4 Updated Apr 15, 2024

[WSDM 2024] Official PyTorch Implementation of Linear Recurrent Units for Sequential Recommendation (LRURec)

Python 54 7 Updated Oct 2, 2024

Large Language Models Are Reasoning Teachers (ACL 2023)

Jupyter Notebook 312 18 Updated Oct 6, 2023

美国大学备考资料 How to apply US colleges

HTML 2,984 783 Updated Jan 25, 2022

Multi-layer Recurrent Neural Networks (LSTM, GRU, RNN) for character-level language models in Torch

Lua 11,695 2,595 Updated Oct 24, 2023

深度学习入门教程, 优秀文章, Deep Learning Tutorial

Jupyter Notebook 15,000 3,640 Updated Apr 21, 2022

Handwritten Equations Decipherment with Abductive Learning

Python 99 22 Updated Jan 31, 2024
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