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Collections including paper arxiv:2306.05425

AugmentedLearning

What Makes Good Data for Alignment? A Comprehensive Study of Automatic Data Selection in Instruction Tuning

Paper • 2312.15685 • Published Dec 25, 2023 • 16
mistralai/Mixtral-8x7B-Instruct-v0.1

Text Generation • Updated Feb 29 • 423k • 3.86k
microsoft/phi-2

Text Generation • Updated Apr 29 • 635k • 3.17k
TinyLlama/TinyLlama-1.1B-Chat-v1.0

Text Generation • Updated Mar 17 • 556k • 979

Papers to read - General

Papers I want to read, at some point.

Train Short, Test Long: Attention with Linear Biases Enables Input Length Extrapolation

Paper • 2108.12409 • Published Aug 27, 2021 • 4
YaRN: Efficient Context Window Extension of Large Language Models

Paper • 2309.00071 • Published Aug 31, 2023 • 59
MIMIC-IT: Multi-Modal In-Context Instruction Tuning

Paper • 2306.05425 • Published Jun 8, 2023 • 9
Music ControlNet: Multiple Time-varying Controls for Music Generation

Paper • 2311.07069 • Published Nov 13, 2023 • 43

Ensemble-Instruct: Generating Instruction-Tuning Data with a Heterogeneous Mixture of LMs

Paper • 2310.13961 • Published Oct 21, 2023 • 4
Fabricator: An Open Source Toolkit for Generating Labeled Training Data with Teacher LLMs

Paper • 2309.09582 • Published Sep 18, 2023 • 4
Auto-Instruct: Automatic Instruction Generation and Ranking for Black-Box Language Models

Paper • 2310.13127 • Published Oct 19, 2023 • 10
Evaluating the Robustness to Instructions of Large Language Models

Paper • 2308.14306 • Published Aug 28, 2023 • 1

Dissecting In-Context Learning of Translations in GPTs

Paper • 2310.15987 • Published Oct 24, 2023 • 5
In-Context Learning Creates Task Vectors

Paper • 2310.15916 • Published Oct 24, 2023 • 39
ZeroGen: Efficient Zero-shot Learning via Dataset Generation

Paper • 2202.07922 • Published Feb 16, 2022 • 1
Promptor: A Conversational and Autonomous Prompt Generation Agent for Intelligent Text Entry Techniques

Paper • 2310.08101 • Published Oct 12, 2023 • 1

Woodpecker: Hallucination Correction for Multimodal Large Language Models

Paper • 2310.16045 • Published Oct 24, 2023 • 13
HallusionBench: You See What You Think? Or You Think What You See? An Image-Context Reasoning Benchmark Challenging for GPT-4V(ision), LLaVA-1.5, and Other Multi-modality Models

Paper • 2310.14566 • Published Oct 23, 2023 • 23
SILC: Improving Vision Language Pretraining with Self-Distillation

Paper • 2310.13355 • Published Oct 20, 2023 • 5
Conditional Diffusion Distillation

Paper • 2310.01407 • Published Oct 2, 2023 • 19

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