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Collections including paper arxiv:2401.16380

Self-Rewarding Language Models

Paper • 2401.10020 • Published Jan 18, 2024 • 147
Tuning Language Models by Proxy

Paper • 2401.08565 • Published Jan 16, 2024 • 23
ReFT: Reasoning with Reinforced Fine-Tuning

Paper • 2401.08967 • Published Jan 17, 2024 • 30
Rephrasing the Web: A Recipe for Compute and Data-Efficient Language Modeling

Paper • 2401.16380 • Published Jan 29, 2024 • 49

Self-Rewarding Language Models

Paper • 2401.10020 • Published Jan 18, 2024 • 147
ReFT: Reasoning with Reinforced Fine-Tuning

Paper • 2401.08967 • Published Jan 17, 2024 • 30
Tuning Language Models by Proxy

Paper • 2401.08565 • Published Jan 16, 2024 • 23
TrustLLM: Trustworthiness in Large Language Models

Paper • 2401.05561 • Published Jan 10, 2024 • 69

LongLoRA: Efficient Fine-tuning of Long-Context Large Language Models

Paper • 2309.12307 • Published Sep 21, 2023 • 88
NEFTune: Noisy Embeddings Improve Instruction Finetuning

Paper • 2310.05914 • Published Oct 9, 2023 • 14
SOLAR 10.7B: Scaling Large Language Models with Simple yet Effective Depth Up-Scaling

Paper • 2312.15166 • Published Dec 23, 2023 • 58
Soaring from 4K to 400K: Extending LLM's Context with Activation Beacon

Paper • 2401.03462 • Published Jan 7, 2024 • 27

TinyLlama: An Open-Source Small Language Model

Paper • 2401.02385 • Published Jan 4, 2024 • 93
MM-LLMs: Recent Advances in MultiModal Large Language Models

Paper • 2401.13601 • Published Jan 24, 2024 • 47
SliceGPT: Compress Large Language Models by Deleting Rows and Columns

Paper • 2401.15024 • Published Jan 26, 2024 • 72
Rephrasing the Web: A Recipe for Compute and Data-Efficient Language Modeling

Paper • 2401.16380 • Published Jan 29, 2024 • 49

LLM Pretraining

Scaling Data-Constrained Language Models

Paper • 2305.16264 • Published May 25, 2023 • 17
Ziya2: Data-centric Learning is All LLMs Need

Paper • 2311.03301 • Published Nov 6, 2023 • 20
Rephrasing the Web: A Recipe for Compute and Data-Efficient Language Modeling

Paper • 2401.16380 • Published Jan 29, 2024 • 49

Interesting Papers

Chain of Code: Reasoning with a Language Model-Augmented Code Emulator

Paper • 2312.04474 • Published Dec 7, 2023 • 32
Training Chain-of-Thought via Latent-Variable Inference

Paper • 2312.02179 • Published Nov 28, 2023 • 11
The Unlocking Spell on Base LLMs: Rethinking Alignment via In-Context Learning

Paper • 2312.01552 • Published Dec 4, 2023 • 33
AppAgent: Multimodal Agents as Smartphone Users

Paper • 2312.13771 • Published Dec 21, 2023 • 54

✔️https://huggingface.co/librarian-bots ✔️https://lilacai-lilac.hf.space/

HuggingFaceH4/no_robots

Viewer • Updated Apr 18, 2024 • 10k • 2.24k • 470
HuggingFaceH4/ultrachat_200k

Viewer • Updated Oct 16, 2024 • 515k • 16.2k • 518
allenai/ultrafeedback_binarized_cleaned

Viewer • Updated Dec 1, 2023 • 186k • 1.01k • 69
HuggingFaceH4/ultrafeedback_binarized

Viewer • Updated Oct 16, 2024 • 187k • 5.9k • 277

Data augmentation

DualMix: Unleashing the Potential of Data Augmentation for Online Class-Incremental Learning

Paper • 2303.07864 • Published Mar 14, 2023 • 1
Self-Evolution Learning for Mixup: Enhance Data Augmentation on Few-Shot Text Classification Tasks

Paper • 2305.13547 • Published May 22, 2023 • 1
MixPro: Simple yet Effective Data Augmentation for Prompt-based Learning

Paper • 2304.09402 • Published Apr 19, 2023 • 2
LM-CPPF: Paraphrasing-Guided Data Augmentation for Contrastive Prompt-Based Few-Shot Fine-Tuning

Paper • 2305.18169 • Published May 29, 2023 • 1

LM-CPPF: Paraphrasing-Guided Data Augmentation for Contrastive Prompt-Based Few-Shot Fine-Tuning

Paper • 2305.18169 • Published May 29, 2023 • 1
Quick Starting Dialog Systems with Paraphrase Generation

Paper • 2204.02546 • Published Apr 6, 2022 • 1
Rephrasing the Web: A Recipe for Compute and Data-Efficient Language Modeling

Paper • 2401.16380 • Published Jan 29, 2024 • 49

Dataset generation

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

Paper • 2310.13961 • Published Oct 21, 2023 • 5
ZeroGen: Efficient Zero-shot Learning via Dataset Generation

Paper • 2202.07922 • Published Feb 16, 2022 • 1
Let's Synthesize Step by Step: Iterative Dataset Synthesis with Large Language Models by Extrapolating Errors from Small Models

Paper • 2310.13671 • Published Oct 20, 2023 • 19
Fabricator: An Open Source Toolkit for Generating Labeled Training Data with Teacher LLMs

Paper • 2309.09582 • Published Sep 18, 2023 • 4

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