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Collections including paper arxiv:2302.04761

250 Years of America, 250 Open AI Milestones

For the 250th birthday of the USA: the 250 most important American open models, datasets, papers and Spaces, ranked from #1 down. Happy 4th of July!

about 1 month ago

Attention Is All You Need

Paper • 1706.03762 • Published Jun 12, 2017 • 134
PyTorch: An Imperative Style, High-Performance Deep Learning Library

Paper • 1912.01703 • Published Dec 3, 2019 • 2
google-bert/bert-base-uncased

Fill-Mask • 0.1B • Updated Feb 19, 2024 • 112M • • 2.72k
openai-community/gpt2

Text Generation • 0.1B • Updated Feb 19, 2024 • 13.6M • 3.39k

Tool Use & Agent Execution

LLM tool use: Toolformer, ReAct, MCP protocol, dynamic tool selection, autonomous agent execution loops.

Qwen/Qwen2.5-Coder-7B-Instruct

Text Generation • 8B • Updated Jan 12, 2025 • 2.01M • • 765
meta-llama/Llama-3.1-8B-Instruct

Text Generation • 8B • Updated Sep 25, 2024 • 7.92M • • 6.45k
Toolformer: Language Models Can Teach Themselves to Use Tools

Paper • 2302.04761 • Published Feb 9, 2023 • 12
ReAct: Synergizing Reasoning and Acting in Language Models

Paper • 2210.03629 • Published Oct 6, 2022 • 36

Toolformer: Language Models Can Teach Themselves to Use Tools

Paper • 2302.04761 • Published Feb 9, 2023 • 12

ToolLLM: Facilitating Large Language Models to Master 16000+ Real-world APIs

Paper • 2307.16789 • Published Jul 31, 2023 • 102
Tool Documentation Enables Zero-Shot Tool-Usage with Large Language Models

Paper • 2308.00675 • Published Aug 1, 2023 • 37
Toolformer: Language Models Can Teach Themselves to Use Tools

Paper • 2302.04761 • Published Feb 9, 2023 • 12
GPT4Tools: Teaching Large Language Model to Use Tools via Self-instruction

Paper • 2305.18752 • Published May 30, 2023 • 5

Toolformer: Language Models Can Teach Themselves to Use Tools

Paper • 2302.04761 • Published Feb 9, 2023 • 12

Foundational & Modern AI Research (Curated)

A curated selection of foundational and modern AI research papers that meaningfully influence how real-world AI systems are designed, evaluated, and g

Attention Is All You Need

Paper • 1706.03762 • Published Jun 12, 2017 • 134
Scaling Laws for Neural Language Models

Paper • 2001.08361 • Published Jan 23, 2020 • 10
Training Compute-Optimal Large Language Models

Paper • 2203.15556 • Published Mar 29, 2022 • 12
Analogy Generation by Prompting Large Language Models: A Case Study of InstructGPT

Paper • 2210.04186 • Published Oct 9, 2022

Toolkit - AI Papers

Neural Machine Translation by Jointly Learning to Align and Translate

Paper • 1409.0473 • Published Sep 1, 2014 • 7
Attention Is All You Need

Paper • 1706.03762 • Published Jun 12, 2017 • 134
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding

Paper • 1810.04805 • Published Oct 11, 2018 • 32
Hierarchical Reasoning Model

Paper • 2506.21734 • Published Jun 26, 2025 • 54

Multimodal Chain-of-Thought Reasoning: A Comprehensive Survey

Paper • 2503.12605 • Published Mar 16, 2025 • 35
AppAgentX: Evolving GUI Agents as Proficient Smartphone Users

Paper • 2503.02268 • Published Mar 4, 2025 • 11
Machine Learning Operations (MLOps): Overview, Definition, and Architecture

Paper • 2205.02302 • Published May 4, 2022 • 1
Beyond Browsing: API-Based Web Agents

Paper • 2410.16464 • Published Oct 21, 2024 • 2

A collection of arXiv papers from Chip Huyen's AI Engineering organized by chapter and ordered by when each appears in the book.

Will we run out of data? An analysis of the limits of scaling datasets in Machine Learning

Paper • 2211.04325 • Published Oct 26, 2022 • 1
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding

Paper • 1810.04805 • Published Oct 11, 2018 • 32
On the Opportunities and Risks of Foundation Models

Paper • 2108.07258 • Published Aug 16, 2021 • 2
Super-NaturalInstructions: Generalization via Declarative Instructions on 1600+ NLP Tasks

Paper • 2204.07705 • Published Apr 16, 2022 • 2

PET-SQL: A Prompt-enhanced Two-stage Text-to-SQL Framework with Cross-consistency

Paper • 2403.09732 • Published Mar 13, 2024 • 1
Toolformer: Language Models Can Teach Themselves to Use Tools

Paper • 2302.04761 • Published Feb 9, 2023 • 12

250 Years of America, 250 Open AI Milestones

For the 250th birthday of the USA: the 250 most important American open models, datasets, papers and Spaces, ranked from #1 down. Happy 4th of July!

about 1 month ago

Attention Is All You Need

Paper • 1706.03762 • Published Jun 12, 2017 • 134
PyTorch: An Imperative Style, High-Performance Deep Learning Library

Paper • 1912.01703 • Published Dec 3, 2019 • 2
google-bert/bert-base-uncased

Fill-Mask • 0.1B • Updated Feb 19, 2024 • 112M • • 2.72k
openai-community/gpt2

Text Generation • 0.1B • Updated Feb 19, 2024 • 13.6M • 3.39k

Foundational & Modern AI Research (Curated)

A curated selection of foundational and modern AI research papers that meaningfully influence how real-world AI systems are designed, evaluated, and g

Attention Is All You Need

Paper • 1706.03762 • Published Jun 12, 2017 • 134
Scaling Laws for Neural Language Models

Paper • 2001.08361 • Published Jan 23, 2020 • 10
Training Compute-Optimal Large Language Models

Paper • 2203.15556 • Published Mar 29, 2022 • 12
Analogy Generation by Prompting Large Language Models: A Case Study of InstructGPT

Paper • 2210.04186 • Published Oct 9, 2022

Tool Use & Agent Execution

LLM tool use: Toolformer, ReAct, MCP protocol, dynamic tool selection, autonomous agent execution loops.

Qwen/Qwen2.5-Coder-7B-Instruct

Text Generation • 8B • Updated Jan 12, 2025 • 2.01M • • 765
meta-llama/Llama-3.1-8B-Instruct

Text Generation • 8B • Updated Sep 25, 2024 • 7.92M • • 6.45k
Toolformer: Language Models Can Teach Themselves to Use Tools

Paper • 2302.04761 • Published Feb 9, 2023 • 12
ReAct: Synergizing Reasoning and Acting in Language Models

Paper • 2210.03629 • Published Oct 6, 2022 • 36

Toolkit - AI Papers

Neural Machine Translation by Jointly Learning to Align and Translate

Paper • 1409.0473 • Published Sep 1, 2014 • 7
Attention Is All You Need

Paper • 1706.03762 • Published Jun 12, 2017 • 134
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding

Paper • 1810.04805 • Published Oct 11, 2018 • 32
Hierarchical Reasoning Model

Paper • 2506.21734 • Published Jun 26, 2025 • 54

Toolformer: Language Models Can Teach Themselves to Use Tools

Paper • 2302.04761 • Published Feb 9, 2023 • 12

Multimodal Chain-of-Thought Reasoning: A Comprehensive Survey

Paper • 2503.12605 • Published Mar 16, 2025 • 35
AppAgentX: Evolving GUI Agents as Proficient Smartphone Users

Paper • 2503.02268 • Published Mar 4, 2025 • 11
Machine Learning Operations (MLOps): Overview, Definition, and Architecture

Paper • 2205.02302 • Published May 4, 2022 • 1
Beyond Browsing: API-Based Web Agents

Paper • 2410.16464 • Published Oct 21, 2024 • 2

ToolLLM: Facilitating Large Language Models to Master 16000+ Real-world APIs

Paper • 2307.16789 • Published Jul 31, 2023 • 102
Tool Documentation Enables Zero-Shot Tool-Usage with Large Language Models

Paper • 2308.00675 • Published Aug 1, 2023 • 37
Toolformer: Language Models Can Teach Themselves to Use Tools

Paper • 2302.04761 • Published Feb 9, 2023 • 12
GPT4Tools: Teaching Large Language Model to Use Tools via Self-instruction

Paper • 2305.18752 • Published May 30, 2023 • 5

A collection of arXiv papers from Chip Huyen's AI Engineering organized by chapter and ordered by when each appears in the book.

Will we run out of data? An analysis of the limits of scaling datasets in Machine Learning

Paper • 2211.04325 • Published Oct 26, 2022 • 1
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding

Paper • 1810.04805 • Published Oct 11, 2018 • 32
On the Opportunities and Risks of Foundation Models

Paper • 2108.07258 • Published Aug 16, 2021 • 2
Super-NaturalInstructions: Generalization via Declarative Instructions on 1600+ NLP Tasks

Paper • 2204.07705 • Published Apr 16, 2022 • 2

Toolformer: Language Models Can Teach Themselves to Use Tools

Paper • 2302.04761 • Published Feb 9, 2023 • 12

PET-SQL: A Prompt-enhanced Two-stage Text-to-SQL Framework with Cross-consistency

Paper • 2403.09732 • Published Mar 13, 2024 • 1
Toolformer: Language Models Can Teach Themselves to Use Tools

Paper • 2302.04761 • Published Feb 9, 2023 • 12

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