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Collections including paper arxiv:2402.10176

InternLM-Math: Open Math Large Language Models Toward Verifiable Reasoning

Paper • 2402.06332 • Published Feb 9 • 18
Augmenting Math Word Problems via Iterative Question Composing

Paper • 2401.09003 • Published Jan 17 • 2
MARIO: MAth Reasoning with code Interpreter Output -- A Reproducible Pipeline

Paper • 2401.08190 • Published Jan 16
Modeling Complex Mathematical Reasoning via Large Language Model based MathAgent

Paper • 2312.08926 • Published Dec 14, 2023 • 7

AutoMathText: Autonomous Data Selection with Language Models for Mathematical Texts

Paper • 2402.07625 • Published Feb 12 • 11
Rethinking Data Selection for Supervised Fine-Tuning

Paper • 2402.06094 • Published Feb 8 • 1
Synthetic Data (Almost) from Scratch: Generalized Instruction Tuning for Language Models

Paper • 2402.13064 • Published Feb 20 • 46
TnT-LLM: Text Mining at Scale with Large Language Models

Paper • 2403.12173 • Published Mar 18 • 19

Self-Rewarding Language Models

Paper • 2401.10020 • Published Jan 18 • 142
ReFT: Reasoning with Reinforced Fine-Tuning

Paper • 2401.08967 • Published Jan 17 • 27
Tuning Language Models by Proxy

Paper • 2401.08565 • Published Jan 16 • 20
TrustLLM: Trustworthiness in Large Language Models

Paper • 2401.05561 • Published Jan 10 • 64

abacusai/MetaMathFewshot

Viewer • Updated Jan 17 • 395k • 14 • 22
math-ai/StackMathQA

Viewer • Updated 19 days ago • 6.2M • 95 • 75
meta-math/MetaMathQA

Viewer • Updated Dec 21, 2023 • 395k • 7.93k • 306
argilla/distilabel-math-preference-dpo

Viewer • Updated Jul 16 • 2.42k • 345 • 76

Beyond Human Data: Scaling Self-Training for Problem-Solving with Language Models

Paper • 2312.06585 • Published Dec 11, 2023 • 28
TinyGSM: achieving >80% on GSM8k with small language models

Paper • 2312.09241 • Published Dec 14, 2023 • 36
SciPhi/AgentSearch-V1

Viewer • Updated Jan 14 • 70k • 4 • 83
Data Filtering Networks

Paper • 2309.17425 • Published Sep 29, 2023 • 6

A Picture is Worth More Than 77 Text Tokens: Evaluating CLIP-Style Models on Dense Captions

Paper • 2312.08578 • Published Dec 14, 2023 • 16
ZeroQuant(4+2): Redefining LLMs Quantization with a New FP6-Centric Strategy for Diverse Generative Tasks

Paper • 2312.08583 • Published Dec 14, 2023 • 9
Vision-Language Models as a Source of Rewards

Paper • 2312.09187 • Published Dec 14, 2023 • 11
StemGen: A music generation model that listens

Paper • 2312.08723 • Published Dec 14, 2023 • 47

Q-Instruct: Improving Low-level Visual Abilities for Multi-modality Foundation Models

Paper • 2311.06783 • Published Nov 12, 2023 • 26
To See is to Believe: Prompting GPT-4V for Better Visual Instruction Tuning

Paper • 2311.07574 • Published Nov 13, 2023 • 14
Let's Go Shopping (LGS) -- Web-Scale Image-Text Dataset for Visual Concept Understanding

Paper • 2401.04575 • Published Jan 9 • 14
Dolma: an Open Corpus of Three Trillion Tokens for Language Model Pretraining Research

Paper • 2402.00159 • Published Jan 31 • 59

Research Papers

OpenMathInstruct-1: A 1.8 Million Math Instruction Tuning Dataset

Paper • 2402.10176 • Published Feb 15 • 34
Beyond Language Models: Byte Models are Digital World Simulators

Paper • 2402.19155 • Published Feb 29 • 49
Matryoshka Representation Learning

Paper • 2205.13147 • Published May 26, 2022 • 9
PixArt-Σ: Weak-to-Strong Training of Diffusion Transformer for 4K Text-to-Image Generation

Paper • 2403.04692 • Published Mar 7 • 40

KwaiYiiMath: Technical Report

Paper • 2310.07488 • Published Oct 11, 2023 • 2
Forward-Backward Reasoning in Large Language Models for Mathematical Verification

Paper • 2308.07758 • Published Aug 15, 2023 • 4
Natural Language Embedded Programs for Hybrid Language Symbolic Reasoning

Paper • 2309.10814 • Published Sep 19, 2023 • 3
MathCoder: Seamless Code Integration in LLMs for Enhanced Mathematical Reasoning

Paper • 2310.03731 • Published Oct 5, 2023 • 29

Super-NaturalInstructions: Generalization via Declarative Instructions on 1600+ NLP Tasks

Paper • 2204.07705 • Published Apr 16, 2022 • 1
Knowledge-Driven CoT: Exploring Faithful Reasoning in LLMs for Knowledge-intensive Question Answering

Paper • 2308.13259 • Published Aug 25, 2023 • 2
MAmmoTH: Building Math Generalist Models through Hybrid Instruction Tuning

Paper • 2309.05653 • Published Sep 11, 2023 • 10
MetaMath: Bootstrap Your Own Mathematical Questions for Large Language Models

Paper • 2309.12284 • Published Sep 21, 2023 • 18

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