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Collections including paper arxiv:2502.18600

Inference-paper

Inference-Time Computations for LLM Reasoning and Planning: A Benchmark and Insights

Paper • 2502.12521 • Published Feb 18, 2025
Sketch-of-Thought: Efficient LLM Reasoning with Adaptive Cognitive-Inspired Sketching

Paper • 2503.05179 • Published Mar 7, 2025 • 46
Chain of Draft: Thinking Faster by Writing Less

Paper • 2502.18600 • Published Feb 25, 2025 • 50
SoftCoT: Soft Chain-of-Thought for Efficient Reasoning with LLMs

Paper • 2502.12134 • Published Feb 17, 2025 • 3

Prompt Engineering

Chain of Draft: Thinking Faster by Writing Less

Paper • 2502.18600 • Published Feb 25, 2025 • 50

DeepSeekMath: Pushing the Limits of Mathematical Reasoning in Open Language Models

Paper • 2402.03300 • Published Feb 5, 2024 • 140
Chain of Draft: Thinking Faster by Writing Less

Paper • 2502.18600 • Published Feb 25, 2025 • 50
Process-based Self-Rewarding Language Models

Paper • 2503.03746 • Published Mar 5, 2025 • 39

Chain of Draft: Thinking Faster by Writing Less

Paper • 2502.18600 • Published Feb 25, 2025 • 50

Prompt-to-Leaderboard

Paper • 2502.14855 • Published Feb 20, 2025 • 7
Make LoRA Great Again: Boosting LoRA with Adaptive Singular Values and Mixture-of-Experts Optimization Alignment

Paper • 2502.16894 • Published Feb 24, 2025 • 32
Generating Skyline Datasets for Data Science Models

Paper • 2502.11262 • Published Feb 16, 2025 • 7
Crowd Comparative Reasoning: Unlocking Comprehensive Evaluations for LLM-as-a-Judge

Paper • 2502.12501 • Published Feb 18, 2025 • 6

Methods of Tough

Satori: Reinforcement Learning with Chain-of-Action-Thought Enhances LLM Reasoning via Autoregressive Search

Paper • 2502.02508 • Published Feb 4, 2025 • 22
Chain of Draft: Thinking Faster by Writing Less

Paper • 2502.18600 • Published Feb 25, 2025 • 50
Chain of Agents: Large Language Models Collaborating on Long-Context Tasks

Paper • 2406.02818 • Published Jun 4, 2024 • 2
Chain-of-Retrieval Augmented Generation

Paper • 2501.14342 • Published Jan 24, 2025 • 58

Chain of Draft: Thinking Faster by Writing Less

Paper • 2502.18600 • Published Feb 25, 2025 • 50

Visual-RFT: Visual Reinforcement Fine-Tuning

Paper • 2503.01785 • Published Mar 3, 2025 • 86
When an LLM is apprehensive about its answers -- and when its uncertainty is justified

Paper • 2503.01688 • Published Mar 3, 2025 • 21
Predictive Data Selection: The Data That Predicts Is the Data That Teaches

Paper • 2503.00808 • Published Mar 2, 2025 • 56
Chain of Draft: Thinking Faster by Writing Less

Paper • 2502.18600 • Published Feb 25, 2025 • 50

Can Large Language Models Detect Errors in Long Chain-of-Thought Reasoning?

Paper • 2502.19361 • Published Feb 26, 2025 • 28
Linguistic Generalizability of Test-Time Scaling in Mathematical Reasoning

Paper • 2502.17407 • Published Feb 24, 2025 • 25
Small Models Struggle to Learn from Strong Reasoners

Paper • 2502.12143 • Published Feb 17, 2025 • 39
Language Models can Self-Improve at State-Value Estimation for Better Search

Paper • 2503.02878 • Published Mar 4, 2025 • 10

GRADIO examples

Runtime error

4

Whisper Realtime Transcription (Gradio UI)

👂

4

Transcribe audio in realtime - Gradio UI version
Running

9

DeepSeek R1 Distill Qwen 1.5B Demo Q8

🔥

9

DeepSeek R1 Distill Qwen 1.5B Demo GGUF(Q8) Fully in CPU
Chain of Draft: Thinking Faster by Writing Less

Paper • 2502.18600 • Published Feb 25, 2025 • 50
Running

88

Llama-4-Maverick-17B Research

🏃

88

Llama-4-Maverick-17B + Real Time Deep Research

Inference-paper

Inference-Time Computations for LLM Reasoning and Planning: A Benchmark and Insights

Paper • 2502.12521 • Published Feb 18, 2025
Sketch-of-Thought: Efficient LLM Reasoning with Adaptive Cognitive-Inspired Sketching

Paper • 2503.05179 • Published Mar 7, 2025 • 46
Chain of Draft: Thinking Faster by Writing Less

Paper • 2502.18600 • Published Feb 25, 2025 • 50
SoftCoT: Soft Chain-of-Thought for Efficient Reasoning with LLMs

Paper • 2502.12134 • Published Feb 17, 2025 • 3

Methods of Tough

Satori: Reinforcement Learning with Chain-of-Action-Thought Enhances LLM Reasoning via Autoregressive Search

Paper • 2502.02508 • Published Feb 4, 2025 • 22
Chain of Draft: Thinking Faster by Writing Less

Paper • 2502.18600 • Published Feb 25, 2025 • 50
Chain of Agents: Large Language Models Collaborating on Long-Context Tasks

Paper • 2406.02818 • Published Jun 4, 2024 • 2
Chain-of-Retrieval Augmented Generation

Paper • 2501.14342 • Published Jan 24, 2025 • 58

Prompt Engineering

Chain of Draft: Thinking Faster by Writing Less

Paper • 2502.18600 • Published Feb 25, 2025 • 50

Chain of Draft: Thinking Faster by Writing Less

Paper • 2502.18600 • Published Feb 25, 2025 • 50

DeepSeekMath: Pushing the Limits of Mathematical Reasoning in Open Language Models

Paper • 2402.03300 • Published Feb 5, 2024 • 140
Chain of Draft: Thinking Faster by Writing Less

Paper • 2502.18600 • Published Feb 25, 2025 • 50
Process-based Self-Rewarding Language Models

Paper • 2503.03746 • Published Mar 5, 2025 • 39

Visual-RFT: Visual Reinforcement Fine-Tuning

Paper • 2503.01785 • Published Mar 3, 2025 • 86
When an LLM is apprehensive about its answers -- and when its uncertainty is justified

Paper • 2503.01688 • Published Mar 3, 2025 • 21
Predictive Data Selection: The Data That Predicts Is the Data That Teaches

Paper • 2503.00808 • Published Mar 2, 2025 • 56
Chain of Draft: Thinking Faster by Writing Less

Paper • 2502.18600 • Published Feb 25, 2025 • 50

Chain of Draft: Thinking Faster by Writing Less

Paper • 2502.18600 • Published Feb 25, 2025 • 50

Can Large Language Models Detect Errors in Long Chain-of-Thought Reasoning?

Paper • 2502.19361 • Published Feb 26, 2025 • 28
Linguistic Generalizability of Test-Time Scaling in Mathematical Reasoning

Paper • 2502.17407 • Published Feb 24, 2025 • 25
Small Models Struggle to Learn from Strong Reasoners

Paper • 2502.12143 • Published Feb 17, 2025 • 39
Language Models can Self-Improve at State-Value Estimation for Better Search

Paper • 2503.02878 • Published Mar 4, 2025 • 10

Prompt-to-Leaderboard

Paper • 2502.14855 • Published Feb 20, 2025 • 7
Make LoRA Great Again: Boosting LoRA with Adaptive Singular Values and Mixture-of-Experts Optimization Alignment

Paper • 2502.16894 • Published Feb 24, 2025 • 32
Generating Skyline Datasets for Data Science Models

Paper • 2502.11262 • Published Feb 16, 2025 • 7
Crowd Comparative Reasoning: Unlocking Comprehensive Evaluations for LLM-as-a-Judge

Paper • 2502.12501 • Published Feb 18, 2025 • 6

GRADIO examples

Runtime error

4

Whisper Realtime Transcription (Gradio UI)

👂

4

Transcribe audio in realtime - Gradio UI version
Running

9

DeepSeek R1 Distill Qwen 1.5B Demo Q8

🔥

9

DeepSeek R1 Distill Qwen 1.5B Demo GGUF(Q8) Fully in CPU
Chain of Draft: Thinking Faster by Writing Less

Paper • 2502.18600 • Published Feb 25, 2025 • 50
Running

88

Llama-4-Maverick-17B Research

🏃

88

Llama-4-Maverick-17B + Real Time Deep Research

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