Collection by
Apr 12
Apr 12
Collections
Discover the best community collections!
Collections including paper arxiv:2402.10176
Collection by
3 days ago
3 days ago
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Ensemble-Instruct: Generating Instruction-Tuning Data with a Heterogeneous Mixture of LMs
Paper • 2310.13961 • Published • 4 -
ZeroGen: Efficient Zero-shot Learning via Dataset Generation
Paper • 2202.07922 • Published • 1 -
Let's Synthesize Step by Step: Iterative Dataset Synthesis with Large Language Models by Extrapolating Errors from Small Models
Paper • 2310.13671 • Published • 17 -
Fabricator: An Open Source Toolkit for Generating Labeled Training Data with Teacher LLMs
Paper • 2309.09582 • Published • 4
Collection by
Apr 4
Apr 4
Collection by
Mar 11
Mar 11
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Synthetic Data (Almost) from Scratch: Generalized Instruction Tuning for Language Models
Paper • 2402.13064 • Published • 45 -
Textbooks Are All You Need II: phi-1.5 technical report
Paper • 2309.05463 • Published • 84 -
DataDreamer: A Tool for Synthetic Data Generation and Reproducible LLM Workflows
Paper • 2402.10379 • Published • 27 -
Beyond Human Data: Scaling Self-Training for Problem-Solving with Language Models
Paper • 2312.06585 • Published • 26
Collection by
Apr 7
Apr 7
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introspector/unimath
Updated • 1 • 6 -
MathQA: Towards Interpretable Math Word Problem Solving with Operation-Based Formalisms
Paper • 1905.13319 • Published • 2 -
Measuring Mathematical Problem Solving With the MATH Dataset
Paper • 2103.03874 • Published • 2 -
MathScale: Scaling Instruction Tuning for Mathematical Reasoning
Paper • 2403.02884 • Published • 15
Collection by
about 23 hours ago
about 23 hours ago
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LoRA+: Efficient Low Rank Adaptation of Large Models
Paper • 2402.12354 • Published • 5 -
The FinBen: An Holistic Financial Benchmark for Large Language Models
Paper • 2402.12659 • Published • 13 -
TofuEval: Evaluating Hallucinations of LLMs on Topic-Focused Dialogue Summarization
Paper • 2402.13249 • Published • 10 -
TrustLLM: Trustworthiness in Large Language Models
Paper • 2401.05561 • Published • 62
Collection by
Apr 23
Apr 23
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PALO: A Polyglot Large Multimodal Model for 5B People
Paper • 2402.14818 • Published • 22 -
LongRoPE: Extending LLM Context Window Beyond 2 Million Tokens
Paper • 2402.13753 • Published • 106 -
User-LLM: Efficient LLM Contextualization with User Embeddings
Paper • 2402.13598 • Published • 18 -
Coercing LLMs to do and reveal (almost) anything
Paper • 2402.14020 • Published • 12
Collection by
Feb 19
Feb 19
Collection by
Feb 18
Feb 18
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Chain-of-Thought Reasoning Without Prompting
Paper • 2402.10200 • Published • 91 -
How to Train Data-Efficient LLMs
Paper • 2402.09668 • Published • 34 -
BitDelta: Your Fine-Tune May Only Be Worth One Bit
Paper • 2402.10193 • Published • 17 -
A Human-Inspired Reading Agent with Gist Memory of Very Long Contexts
Paper • 2402.09727 • Published • 35
Collection by
Feb 16
Feb 16
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InternLM-Math: Open Math Large Language Models Toward Verifiable Reasoning
Paper • 2402.06332 • Published • 17 -
Augmenting Math Word Problems via Iterative Question Composing
Paper • 2401.09003 • Published • 2 -
MARIO: MAth Reasoning with code Interpreter Output -- A Reproducible Pipeline
Paper • 2401.08190 • Published -
Modeling Complex Mathematical Reasoning via Large Language Model based MathAgent
Paper • 2312.08926 • Published • 7