Collection by
4 days ago
4 days ago
Collections
Discover the best community collections!
Collections including paper arxiv:2402.13064
Collection by
Mar 3, 2024
Mar 3, 2024
-
Synthetic Data (Almost) from Scratch: Generalized Instruction Tuning for Language Models
Paper • 2402.13064 • Published • 48 -
Large Language Models for Data Annotation: A Survey
Paper • 2402.13446 • Published -
AnnoLLM: Making Large Language Models to Be Better Crowdsourced Annotators
Paper • 2303.16854 • Published • 1 -
Open-Source Large Language Models Outperform Crowd Workers and Approach ChatGPT in Text-Annotation Tasks
Paper • 2307.02179 • Published • 7
Collection by
Feb 25, 2024
Feb 25, 2024
Collection by
Apr 23, 2024
Apr 23, 2024
-
PALO: A Polyglot Large Multimodal Model for 5B People
Paper • 2402.14818 • Published • 23 -
LongRoPE: Extending LLM Context Window Beyond 2 Million Tokens
Paper • 2402.13753 • Published • 115 -
User-LLM: Efficient LLM Contextualization with User Embeddings
Paper • 2402.13598 • Published • 20 -
Coercing LLMs to do and reveal (almost) anything
Paper • 2402.14020 • Published • 13
Collection by
Feb 24, 2024
Feb 24, 2024
Collection by
about 4 hours ago
about 4 hours ago
-
Synthetic Data (Almost) from Scratch: Generalized Instruction Tuning for Language Models
Paper • 2402.13064 • Published • 48 -
DataDreamer: A Tool for Synthetic Data Generation and Reproducible LLM Workflows
Paper • 2402.10379 • Published • 31 -
Automatic Data Curation for Self-Supervised Learning: A Clustering-Based Approach
Paper • 2405.15613 • Published • 15 -
Are You Sure? Rank Them Again: Repeated Ranking For Better Preference Datasets
Paper • 2405.18952 • Published • 10
Collection by
Feb 23, 2024
Feb 23, 2024
-
TofuEval: Evaluating Hallucinations of LLMs on Topic-Focused Dialogue Summarization
Paper • 2402.13249 • Published • 12 -
The FinBen: An Holistic Financial Benchmark for Large Language Models
Paper • 2402.12659 • Published • 21 -
Instruction-tuned Language Models are Better Knowledge Learners
Paper • 2402.12847 • Published • 26 -
Synthetic Data (Almost) from Scratch: Generalized Instruction Tuning for Language Models
Paper • 2402.13064 • Published • 48
Collection by
4 days ago
4 days ago
-
Large Language Model Alignment: A Survey
Paper • 2309.15025 • Published • 2 -
Aligning Large Language Models with Human: A Survey
Paper • 2307.12966 • Published • 1 -
Direct Preference Optimization: Your Language Model is Secretly a Reward Model
Paper • 2305.18290 • Published • 53 -
SteerLM: Attribute Conditioned SFT as an (User-Steerable) Alternative to RLHF
Paper • 2310.05344 • Published • 1
Collection by
Feb 21, 2024
Feb 21, 2024
Collection by
Sep 11, 2024
Sep 11, 2024
-
Speculative Streaming: Fast LLM Inference without Auxiliary Models
Paper • 2402.11131 • Published • 43 -
Generative Representational Instruction Tuning
Paper • 2402.09906 • Published • 54 -
Chain-of-Thought Reasoning Without Prompting
Paper • 2402.10200 • Published • 105 -
BitDelta: Your Fine-Tune May Only Be Worth One Bit
Paper • 2402.10193 • Published • 20