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upvoted a collection 5 months ago

synthetic-data-generation-demos

Collection

A collection of demos for various approaches to synthetic data generation • 4 items • Updated Jun 25 • 13

upvoted a paper 5 months ago

Instruction Pre-Training: Language Models are Supervised Multitask Learners

Paper • 2406.14491 • Published Jun 20 • 85

upvoted a paper 6 months ago

MoRA: High-Rank Updating for Parameter-Efficient Fine-Tuning

Paper • 2405.12130 • Published May 20 • 46

upvoted 2 papers 7 months ago

Multi-Head Mixture-of-Experts

Paper • 2404.15045 • Published Apr 23 • 59

Best Practices and Lessons Learned on Synthetic Data for Language Models

Paper • 2404.07503 • Published Apr 11 • 29

upvoted 2 papers 9 months ago

The Era of 1-bit LLMs: All Large Language Models are in 1.58 Bits

Paper • 2402.17764 • Published Feb 27 • 603

Towards Optimal Learning of Language Models

Paper • 2402.17759 • Published Feb 27 • 16

upvoted a collection 10 months ago

Nice Projects

Collection

2 items • Updated Jan 16 • 1

upvoted 2 papers 11 months ago

Retrieve Anything To Augment Large Language Models

Paper • 2310.07554 • Published Oct 11, 2023 • 6

Challenges with unsupervised LLM knowledge discovery

Paper • 2312.10029 • Published Dec 15, 2023 • 7

upvoted 3 papers about 1 year ago

Llemma: An Open Language Model For Mathematics

Paper • 2310.10631 • Published Oct 16, 2023 • 50

Adapting Large Language Models via Reading Comprehension

Paper • 2309.09530 • Published Sep 18, 2023 • 77

BitNet: Scaling 1-bit Transformers for Large Language Models

Paper • 2310.11453 • Published Oct 17, 2023 • 96

upvoted a collection about 1 year ago

LLMs

Collection

41 items • Updated Sep 25, 2023 • 5

upvoted a paper about 1 year ago

Calibrating LLM-Based Evaluator

Paper • 2309.13308 • Published Sep 23, 2023 • 11