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Collections including paper arxiv:2312.09241

22. Info - pages

TinyGSM: achieving >80% on GSM8k with small language models

Paper • 2312.09241 • Published Dec 14, 2023 • 34
ShortGPT: Layers in Large Language Models are More Redundant Than You Expect

Paper • 2403.03853 • Published Mar 6 • 61
Gamba: Marry Gaussian Splatting with Mamba for single view 3D reconstruction

Paper • 2403.18795 • Published Mar 27 • 17
Diffusion-RWKV: Scaling RWKV-Like Architectures for Diffusion Models

Paper • 2404.04478 • Published Apr 6 • 11

Foundational_data

TinyGSM: achieving >80% on GSM8k with small language models

Paper • 2312.09241 • Published Dec 14, 2023 • 34
TinyStories: How Small Can Language Models Be and Still Speak Coherent English?

Paper • 2305.07759 • Published May 12, 2023 • 29

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

Paper • 2312.06585 • Published Dec 11, 2023 • 26
TinyGSM: achieving >80% on GSM8k with small language models

Paper • 2312.09241 • Published Dec 14, 2023 • 34
SciPhi/AgentSearch-V1

Viewer • Updated Jan 14 • 81
Data Filtering Networks

Paper • 2309.17425 • Published Sep 29, 2023 • 6

Cappy: Outperforming and Boosting Large Multi-Task LMs with a Small Scorer

Paper • 2311.06720 • Published Nov 12, 2023 • 6
System 2 Attention (is something you might need too)

Paper • 2311.11829 • Published Nov 20, 2023 • 38
TinyGSM: achieving >80% on GSM8k with small language models

Paper • 2312.09241 • Published Dec 14, 2023 • 34
ReFT: Reasoning with Reinforced Fine-Tuning

Paper • 2401.08967 • Published Jan 17 • 27

Candidate papers to read in the H4 journal club

The Goldilocks of Pragmatic Understanding: Fine-Tuning Strategy Matters for Implicature Resolution by LLMs

Paper • 2210.14986 • Published Oct 26, 2022 • 4
Camels in a Changing Climate: Enhancing LM Adaptation with Tulu 2

Paper • 2311.10702 • Published Nov 17, 2023 • 17
Large Language Models as Optimizers

Paper • 2309.03409 • Published Sep 7, 2023 • 72
From Sparse to Dense: GPT-4 Summarization with Chain of Density Prompting

Paper • 2309.04269 • Published Sep 8, 2023 • 29

Orca 2: Teaching Small Language Models How to Reason

Paper • 2311.11045 • Published Nov 18, 2023 • 69
Learning From Mistakes Makes LLM Better Reasoner

Paper • 2310.20689 • Published Oct 31, 2023 • 24
Let's Verify Step by Step

Paper • 2305.20050 • Published May 31, 2023 • 3
SelfCheck: Using LLMs to Zero-Shot Check Their Own Step-by-Step Reasoning

Paper • 2308.00436 • Published Aug 1, 2023 • 20

Data Efficiency

Ziya2: Data-centric Learning is All LLMs Need

Paper • 2311.03301 • Published Nov 6, 2023 • 16
Memory Augmented Language Models through Mixture of Word Experts

Paper • 2311.10768 • Published Nov 15, 2023 • 16
TinyGSM: achieving >80% on GSM8k with small language models

Paper • 2312.09241 • Published Dec 14, 2023 • 34
Time is Encoded in the Weights of Finetuned Language Models

Paper • 2312.13401 • Published Dec 20, 2023 • 18

smallcloudai/Refact-1_6B-fim

Text Generation • Updated Nov 9, 2023 • 26.4k • 123
Running on CPU Upgrade

7.02k

👩‍🎨

AI Comic Factory

Create your own AI comic with a single prompt
mistralai/Mistral-7B-Instruct-v0.1

Text Generation • Updated Feb 29 • 322k • 1.45k
ostris/ikea-instructions-lora-sdxl

Text-to-Image • Updated Sep 29, 2023 • 5.64k • 204

Large Language Models as Optimizers

Paper • 2309.03409 • Published Sep 7, 2023 • 72
One Wide Feedforward is All You Need

Paper • 2309.01826 • Published Sep 4, 2023 • 31
Self-Alignment with Instruction Backtranslation

Paper • 2308.06259 • Published Aug 11, 2023 • 38
Shepherd: A Critic for Language Model Generation

Paper • 2308.04592 • Published Aug 8, 2023 • 27

NLP Paper Reading

NLP Papre Reading

Large Language Models as Optimizers

Paper • 2309.03409 • Published Sep 7, 2023 • 72
From Sparse to Dense: GPT-4 Summarization with Chain of Density Prompting

Paper • 2309.04269 • Published Sep 8, 2023 • 29
Textbooks Are All You Need II: phi-1.5 technical report

Paper • 2309.05463 • Published Sep 11, 2023 • 84
Efficient Memory Management for Large Language Model Serving with PagedAttention

Paper • 2309.06180 • Published Sep 12, 2023 • 25

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