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Collections including paper arxiv:2311.09835

AI and Learning Models

A collection of AI and Machine Learning models for learning, experimentation. Focus on NLP basic ML tasks, and model exploration for student project.

openai-community/gpt2

Text Generation • 0.1B • Updated Feb 19, 2024 • 13.9M • 3.21k
google-t5/t5-small

Translation • 60.5M • Updated Jun 30, 2023 • 2.12M • • 541
ajeetkumar01/google-bert-base-uncased

Text Classification • 0.1B • Updated Mar 31, 2024 • 2
FacebookAI/xlm-roberta-base

Fill-Mask • 0.3B • Updated Feb 19, 2024 • 17.8M • • 817

automl with llms

ML-Bench: Large Language Models Leverage Open-source Libraries for Machine Learning Tasks

Paper • 2311.09835 • Published Nov 16, 2023 • 11

Unifying the Perspectives of NLP and Software Engineering: A Survey on Language Models for Code

Paper • 2311.07989 • Published Nov 14, 2023 • 26
ML-Bench: Large Language Models Leverage Open-source Libraries for Machine Learning Tasks

Paper • 2311.09835 • Published Nov 16, 2023 • 11

ChipNeMo: Domain-Adapted LLMs for Chip Design

Paper • 2311.00176 • Published Oct 31, 2023 • 9
Language Models can be Logical Solvers

Paper • 2311.06158 • Published Nov 10, 2023 • 20
JARVIS-1: Open-World Multi-task Agents with Memory-Augmented Multimodal Language Models

Paper • 2311.05997 • Published Nov 10, 2023 • 37
Lumos: Learning Agents with Unified Data, Modular Design, and Open-Source LLMs

Paper • 2311.05657 • Published Nov 9, 2023 • 30

Self-Rewarding Language Models

Paper • 2401.10020 • Published Jan 18, 2024 • 153
ReFT: Reasoning with Reinforced Fine-Tuning

Paper • 2401.08967 • Published Jan 17, 2024 • 32
Tuning Language Models by Proxy

Paper • 2401.08565 • Published Jan 16, 2024 • 22
TrustLLM: Trustworthiness in Large Language Models

Paper • 2401.05561 • Published Jan 10, 2024 • 69

ML-Bench: Large Language Models Leverage Open-source Libraries for Machine Learning Tasks

Paper • 2311.09835 • Published Nov 16, 2023 • 11

KITAB: Evaluating LLMs on Constraint Satisfaction for Information Retrieval

Paper • 2310.15511 • Published Oct 24, 2023 • 5
HallusionBench: You See What You Think? Or You Think What You See? An Image-Context Reasoning Benchmark Challenging for GPT-4V(ision), LLaVA-1.5, and Other Multi-modality Models

Paper • 2310.14566 • Published Oct 23, 2023 • 27
SmartPlay : A Benchmark for LLMs as Intelligent Agents

Paper • 2310.01557 • Published Oct 2, 2023 • 13
FreshLLMs: Refreshing Large Language Models with Search Engine Augmentation

Paper • 2310.03214 • Published Oct 5, 2023 • 20

coding with llms

Chain-of-Verification Reduces Hallucination in Large Language Models

Paper • 2309.11495 • Published Sep 20, 2023 • 40
CodePlan: Repository-level Coding using LLMs and Planning

Paper • 2309.12499 • Published Sep 21, 2023 • 80
SCREWS: A Modular Framework for Reasoning with Revisions

Paper • 2309.13075 • Published Sep 20, 2023 • 18
Connecting Large Language Models with Evolutionary Algorithms Yields Powerful Prompt Optimizers

Paper • 2309.08532 • Published Sep 15, 2023 • 53

AI and Learning Models

A collection of AI and Machine Learning models for learning, experimentation. Focus on NLP basic ML tasks, and model exploration for student project.

openai-community/gpt2

Text Generation • 0.1B • Updated Feb 19, 2024 • 13.9M • 3.21k
google-t5/t5-small

Translation • 60.5M • Updated Jun 30, 2023 • 2.12M • • 541
ajeetkumar01/google-bert-base-uncased

Text Classification • 0.1B • Updated Mar 31, 2024 • 2
FacebookAI/xlm-roberta-base

Fill-Mask • 0.3B • Updated Feb 19, 2024 • 17.8M • • 817

Self-Rewarding Language Models

Paper • 2401.10020 • Published Jan 18, 2024 • 153
ReFT: Reasoning with Reinforced Fine-Tuning

Paper • 2401.08967 • Published Jan 17, 2024 • 32
Tuning Language Models by Proxy

Paper • 2401.08565 • Published Jan 16, 2024 • 22
TrustLLM: Trustworthiness in Large Language Models

Paper • 2401.05561 • Published Jan 10, 2024 • 69

automl with llms

ML-Bench: Large Language Models Leverage Open-source Libraries for Machine Learning Tasks

Paper • 2311.09835 • Published Nov 16, 2023 • 11

ML-Bench: Large Language Models Leverage Open-source Libraries for Machine Learning Tasks

Paper • 2311.09835 • Published Nov 16, 2023 • 11

Unifying the Perspectives of NLP and Software Engineering: A Survey on Language Models for Code

Paper • 2311.07989 • Published Nov 14, 2023 • 26
ML-Bench: Large Language Models Leverage Open-source Libraries for Machine Learning Tasks

Paper • 2311.09835 • Published Nov 16, 2023 • 11

KITAB: Evaluating LLMs on Constraint Satisfaction for Information Retrieval

Paper • 2310.15511 • Published Oct 24, 2023 • 5
HallusionBench: You See What You Think? Or You Think What You See? An Image-Context Reasoning Benchmark Challenging for GPT-4V(ision), LLaVA-1.5, and Other Multi-modality Models

Paper • 2310.14566 • Published Oct 23, 2023 • 27
SmartPlay : A Benchmark for LLMs as Intelligent Agents

Paper • 2310.01557 • Published Oct 2, 2023 • 13
FreshLLMs: Refreshing Large Language Models with Search Engine Augmentation

Paper • 2310.03214 • Published Oct 5, 2023 • 20

ChipNeMo: Domain-Adapted LLMs for Chip Design

Paper • 2311.00176 • Published Oct 31, 2023 • 9
Language Models can be Logical Solvers

Paper • 2311.06158 • Published Nov 10, 2023 • 20
JARVIS-1: Open-World Multi-task Agents with Memory-Augmented Multimodal Language Models

Paper • 2311.05997 • Published Nov 10, 2023 • 37
Lumos: Learning Agents with Unified Data, Modular Design, and Open-Source LLMs

Paper • 2311.05657 • Published Nov 9, 2023 • 30

coding with llms

Chain-of-Verification Reduces Hallucination in Large Language Models

Paper • 2309.11495 • Published Sep 20, 2023 • 40
CodePlan: Repository-level Coding using LLMs and Planning

Paper • 2309.12499 • Published Sep 21, 2023 • 80
SCREWS: A Modular Framework for Reasoning with Revisions

Paper • 2309.13075 • Published Sep 20, 2023 • 18
Connecting Large Language Models with Evolutionary Algorithms Yields Powerful Prompt Optimizers

Paper • 2309.08532 • Published Sep 15, 2023 • 53

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