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Collections including paper arxiv:2305.06161

Training Papers

CoRNStack: High-Quality Contrastive Data for Better Code Ranking

Paper • 2412.01007 • Published Dec 1, 2024 • 3
Fantastic (small) Retrievers and How to Train Them: mxbai-edge-colbert-v0 Tech Report

Paper • 2510.14880 • Published Oct 16, 2025 • 21
Simple Projection Variants Improve ColBERT Performance

Paper • 2510.12327 • Published Oct 14, 2025 • 9
Arctic-Embed 2.0: Multilingual Retrieval Without Compromise

Paper • 2412.04506 • Published Dec 3, 2024 • 1

Hugging Face Science team papers

FineWeb2: One Pipeline to Scale Them All -- Adapting Pre-Training Data Processing to Every Language

Paper • 2506.20920 • Published Jun 26, 2025 • 80
SmolVLM: Redefining small and efficient multimodal models

Paper • 2504.05299 • Published Apr 7, 2025 • 212
YourBench: Easy Custom Evaluation Sets for Everyone

Paper • 2504.01833 • Published Apr 2, 2025 • 23
SmolLM2: When Smol Goes Big -- Data-Centric Training of a Small Language Model

Paper • 2502.02737 • Published Feb 4, 2025 • 260

StarCoder: may the source be with you!

Paper • 2305.06161 • Published May 9, 2023 • 34

Foundation Models

OLMo: Accelerating the Science of Language Models

Paper • 2402.00838 • Published Feb 1, 2024 • 86
Gemini 1.5: Unlocking multimodal understanding across millions of tokens of context

Paper • 2403.05530 • Published Mar 8, 2024 • 65
StarCoder: may the source be with you!

Paper • 2305.06161 • Published May 9, 2023 • 34
SOLAR 10.7B: Scaling Large Language Models with Simple yet Effective Depth Up-Scaling

Paper • 2312.15166 • Published Dec 23, 2023 • 61

Foundation AI Papers

Curated List of Must-Reads on LLM reasoning at Temus AI team

Language Agent Tree Search Unifies Reasoning Acting and Planning in Language Models

Paper • 2310.04406 • Published Oct 6, 2023 • 10
Chain-of-Thought Reasoning Without Prompting

Paper • 2402.10200 • Published Feb 15, 2024 • 111
ICDPO: Effectively Borrowing Alignment Capability of Others via In-context Direct Preference Optimization

Paper • 2402.09320 • Published Feb 14, 2024 • 6
Self-Discover: Large Language Models Self-Compose Reasoning Structures

Paper • 2402.03620 • Published Feb 6, 2024 • 117

sky-meilin/CL-bench

Viewer • Updated May 20 • 1.9k • 12
The Gradient of Generative AI Release: Methods and Considerations

Paper • 2302.04844 • Published Feb 5, 2023 • 8
LCM-LoRA: A Universal Stable-Diffusion Acceleration Module

Paper • 2311.05556 • Published Nov 9, 2023 • 86
On the Impact of Cross-Domain Data on German Language Models

Paper • 2310.07321 • Published Oct 11, 2023 • 1

impactful-papers

Adapters: A Unified Library for Parameter-Efficient and Modular Transfer Learning

Paper • 2311.11077 • Published Nov 18, 2023 • 28
Tensor Product Attention Is All You Need

Paper • 2501.06425 • Published Jan 11, 2025 • 91
LoRA: Low-Rank Adaptation of Large Language Models

Paper • 2106.09685 • Published Jun 17, 2021 • 67
ShortGPT: Layers in Large Language Models are More Redundant Than You Expect

Paper • 2403.03853 • Published Mar 6, 2024 • 66

KXM-Holdings-Group-LLC/Ai-Control-Center

KXM Holdings Group LLC AI Control Center This collection contains a diverse group of datasets for kxm projects.

ZB-Tech/Text-to-Image

Text-to-Image • 0.9B • Updated Oct 9, 2024 • 289 • • 104
TheBloke/quantum-dpo-v0.1-GGUF

Text Generation • 7B • Updated Dec 18, 2023 • 419 • 1
TheBloke/quantum-v0.01-GGUF

Text Generation • 7B • Updated Dec 18, 2023 • 1.06k • 2
MaziyarPanahi/quantum-v0.01-Mistral-7B-Instruct-v0.1-GGUF

Text Generation • 7B • Updated Jan 29, 2024 • 128 • 1

synthetic code generation

Design2Code: How Far Are We From Automating Front-End Engineering?

Paper • 2403.03163 • Published Mar 5, 2024 • 98
Wukong: Towards a Scaling Law for Large-Scale Recommendation

Paper • 2403.02545 • Published Mar 4, 2024 • 16
StarCoder: may the source be with you!

Paper • 2305.06161 • Published May 9, 2023 • 34
Exploring Parameter-Efficient Fine-Tuning Techniques for Code Generation with Large Language Models

Paper • 2308.10462 • Published Aug 21, 2023 • 2

There's usually interesting papers in the model cards on the leaderboard: https://huggingface.co/spaces/bigcode/bigcode-models-leaderboard

StarCoder: may the source be with you!

Paper • 2305.06161 • Published May 9, 2023 • 34
WizardCoder: Empowering Code Large Language Models with Evol-Instruct

Paper • 2306.08568 • Published Jun 14, 2023 • 34
SantaCoder: don't reach for the stars!

Paper • 2301.03988 • Published Jan 9, 2023 • 7
DeepSeek-Coder: When the Large Language Model Meets Programming -- The Rise of Code Intelligence

Paper • 2401.14196 • Published Jan 25, 2024 • 74

Training Papers

CoRNStack: High-Quality Contrastive Data for Better Code Ranking

Paper • 2412.01007 • Published Dec 1, 2024 • 3
Fantastic (small) Retrievers and How to Train Them: mxbai-edge-colbert-v0 Tech Report

Paper • 2510.14880 • Published Oct 16, 2025 • 21
Simple Projection Variants Improve ColBERT Performance

Paper • 2510.12327 • Published Oct 14, 2025 • 9
Arctic-Embed 2.0: Multilingual Retrieval Without Compromise

Paper • 2412.04506 • Published Dec 3, 2024 • 1

sky-meilin/CL-bench

Viewer • Updated May 20 • 1.9k • 12
The Gradient of Generative AI Release: Methods and Considerations

Paper • 2302.04844 • Published Feb 5, 2023 • 8
LCM-LoRA: A Universal Stable-Diffusion Acceleration Module

Paper • 2311.05556 • Published Nov 9, 2023 • 86
On the Impact of Cross-Domain Data on German Language Models

Paper • 2310.07321 • Published Oct 11, 2023 • 1

Hugging Face Science team papers

FineWeb2: One Pipeline to Scale Them All -- Adapting Pre-Training Data Processing to Every Language

Paper • 2506.20920 • Published Jun 26, 2025 • 80
SmolVLM: Redefining small and efficient multimodal models

Paper • 2504.05299 • Published Apr 7, 2025 • 212
YourBench: Easy Custom Evaluation Sets for Everyone

Paper • 2504.01833 • Published Apr 2, 2025 • 23
SmolLM2: When Smol Goes Big -- Data-Centric Training of a Small Language Model

Paper • 2502.02737 • Published Feb 4, 2025 • 260

impactful-papers

Adapters: A Unified Library for Parameter-Efficient and Modular Transfer Learning

Paper • 2311.11077 • Published Nov 18, 2023 • 28
Tensor Product Attention Is All You Need

Paper • 2501.06425 • Published Jan 11, 2025 • 91
LoRA: Low-Rank Adaptation of Large Language Models

Paper • 2106.09685 • Published Jun 17, 2021 • 67
ShortGPT: Layers in Large Language Models are More Redundant Than You Expect

Paper • 2403.03853 • Published Mar 6, 2024 • 66

StarCoder: may the source be with you!

Paper • 2305.06161 • Published May 9, 2023 • 34

KXM-Holdings-Group-LLC/Ai-Control-Center

KXM Holdings Group LLC AI Control Center This collection contains a diverse group of datasets for kxm projects.

ZB-Tech/Text-to-Image

Text-to-Image • 0.9B • Updated Oct 9, 2024 • 289 • • 104
TheBloke/quantum-dpo-v0.1-GGUF

Text Generation • 7B • Updated Dec 18, 2023 • 419 • 1
TheBloke/quantum-v0.01-GGUF

Text Generation • 7B • Updated Dec 18, 2023 • 1.06k • 2
MaziyarPanahi/quantum-v0.01-Mistral-7B-Instruct-v0.1-GGUF

Text Generation • 7B • Updated Jan 29, 2024 • 128 • 1

Foundation Models

OLMo: Accelerating the Science of Language Models

Paper • 2402.00838 • Published Feb 1, 2024 • 86
Gemini 1.5: Unlocking multimodal understanding across millions of tokens of context

Paper • 2403.05530 • Published Mar 8, 2024 • 65
StarCoder: may the source be with you!

Paper • 2305.06161 • Published May 9, 2023 • 34
SOLAR 10.7B: Scaling Large Language Models with Simple yet Effective Depth Up-Scaling

Paper • 2312.15166 • Published Dec 23, 2023 • 61

synthetic code generation

Design2Code: How Far Are We From Automating Front-End Engineering?

Paper • 2403.03163 • Published Mar 5, 2024 • 98
Wukong: Towards a Scaling Law for Large-Scale Recommendation

Paper • 2403.02545 • Published Mar 4, 2024 • 16
StarCoder: may the source be with you!

Paper • 2305.06161 • Published May 9, 2023 • 34
Exploring Parameter-Efficient Fine-Tuning Techniques for Code Generation with Large Language Models

Paper • 2308.10462 • Published Aug 21, 2023 • 2

Foundation AI Papers

Curated List of Must-Reads on LLM reasoning at Temus AI team

Language Agent Tree Search Unifies Reasoning Acting and Planning in Language Models

Paper • 2310.04406 • Published Oct 6, 2023 • 10
Chain-of-Thought Reasoning Without Prompting

Paper • 2402.10200 • Published Feb 15, 2024 • 111
ICDPO: Effectively Borrowing Alignment Capability of Others via In-context Direct Preference Optimization

Paper • 2402.09320 • Published Feb 14, 2024 • 6
Self-Discover: Large Language Models Self-Compose Reasoning Structures

Paper • 2402.03620 • Published Feb 6, 2024 • 117

There's usually interesting papers in the model cards on the leaderboard: https://huggingface.co/spaces/bigcode/bigcode-models-leaderboard

StarCoder: may the source be with you!

Paper • 2305.06161 • Published May 9, 2023 • 34
WizardCoder: Empowering Code Large Language Models with Evol-Instruct

Paper • 2306.08568 • Published Jun 14, 2023 • 34
SantaCoder: don't reach for the stars!

Paper • 2301.03988 • Published Jan 9, 2023 • 7
DeepSeek-Coder: When the Large Language Model Meets Programming -- The Rise of Code Intelligence

Paper • 2401.14196 • Published Jan 25, 2024 • 74

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