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Benchmarks — The Intelligence Behind AI Intelligence

AI benchmark dataset · evaluation dataset · MMLU · HumanEval

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Benchmarks Intelligence

SciBERT Automates Telescope Bibliography Classification in WASP-2025 Task
SciBERT Automates Telescope Bibliography Classification in WASP-2025 Task
OpenPress datasets — written and verified by Billy Odell Tucker-Robinson
✓ Full Article Ready
18d agoarxiv
Fine-Tuning Eroding In-Context Learning: New Study Warns of False Attention Proxies
Fine-Tuning Eroding In-Context Learning: New Study Warns of False Attention Proxies
OpenPress datasets — written and verified by Billy Odell Tucker-Robinson
✓ Full Article Ready
19d agoarxiv
REAL-Q Revolutionizes LLM Quantization with Dynamic Gradient Descent
REAL-Q Revolutionizes LLM Quantization with Dynamic Gradient Descent
OpenPress datasets — written and verified by Billy Odell Tucker-Robinson
✓ Full Article Ready
19d agoarxiv
REAL-Q Unveils Dynamic LLM Quantization Breakthrough for Edge AI
REAL-Q Unveils Dynamic LLM Quantization Breakthrough for Edge AI
OpenPress datasets — written and verified by Billy Odell Tucker-Robinson
✓ Full Article Ready
19d agoarxiv
Attention Sensitivity Fails as Fine-Tuning Proxy for In-Context Learning
Attention Sensitivity Fails as Fine-Tuning Proxy for In-Context Learning
OpenPress datasets — written and verified by Billy Odell Tucker-Robinson
✓ Full Article Ready
19d agoarxiv
Attention Sensitivity Alone Fails to Capture In-Context Learning Loss Under Fine-Tuning
Attention Sensitivity Alone Fails to Capture In-Context Learning Loss Under Fine-Tuning
OpenPress datasets — written and verified by Billy Odell Tucker-Robinson
✓ Full Article Ready
19d agoarxiv
REAL-Q Introduces End-to-End LLM Quantization Breakthrough
REAL-Q Introduces End-to-End LLM Quantization Breakthrough
A new paper on arXiv proposes REAL-Q, an end-to-end LLM quantization method that uses dynamic gradient descent to avoid the pitfalls of static second-order solv…
✓ Full Article Ready
19d agoarxiv
RW-LoRA Slashes LoRA Fine-Tuning Costs with Decentralized Random Walks
RW-LoRA Slashes LoRA Fine-Tuning Costs with Decentralized Random Walks
OpenPress datasets — written and verified by Billy Odell Tucker-Robinson
✓ Full Article Ready
19d agoarxiv
REAL-Q Revolutionizes LLM Quantization with Dynamic Gradient Descent
REAL-Q Revolutionizes LLM Quantization with Dynamic Gradient Descent
OpenPress datasets — written and verified by Billy Odell Tucker-Robinson
✓ Full Article Ready
19d agoarxiv
Attention Metrics Mislead Fine-Tuning Diagnostics, New Paper Warns
Attention Metrics Mislead Fine-Tuning Diagnostics, New Paper Warns
OpenPress datasets — written and verified by Billy Odell Tucker-Robinson
✓ Full Article Ready
19d agoarxiv
RW-LoRA Slashes Communication Costs in Decentralized Fine-Tuning with Random Walks
RW-LoRA Slashes Communication Costs in Decentralized Fine-Tuning with Random Walks
OpenPress datasets — written and verified by Billy Odell Tucker-Robinson
✓ Full Article Ready
19d agoarxiv
REAL-Q Unveils Dynamic Quantization Breakthrough for LLMs
REAL-Q Unveils Dynamic Quantization Breakthrough for LLMs
OpenPress datasets — written and verified by Billy Odell Tucker-Robinson
✓ Full Article Ready
19d agoarxiv
REAL-Q Ushering in New Era of LLM Quantization with Dynamic Gradient Descent
REAL-Q Ushering in New Era of LLM Quantization with Dynamic Gradient Descent
OpenPress datasets — written and verified by Billy Odell Tucker-Robinson
✓ Full Article Ready
19d agoarxiv
REAL-Q Unveils Breakthrough LLM Quantization Breakthrough for Edge AI
REAL-Q Unveils Breakthrough LLM Quantization Breakthrough for Edge AI
OpenPress datasets — written and verified by Billy Odell Tucker-Robinson
✓ Full Article Ready
19d agoarxiv
Attention Sensitivity Falls Short as In-Context Learning Indicator Under Fine-Tuning
Attention Sensitivity Falls Short as In-Context Learning Indicator Under Fine-Tuning
OpenPress datasets — written and verified by Billy Odell Tucker-Robinson
✓ Full Article Ready
19d agoarxiv
REAL-Q Unveils Breakthrough LLM Quantization for Edge Deployment
REAL-Q Unveils Breakthrough LLM Quantization for Edge Deployment
OpenPress datasets — written and verified by Billy Odell Tucker-Robinson
✓ Full Article Ready
19d agoarxiv
REAL-Q Unveils Breakthrough LLM Quantization Technique on arXiv
REAL-Q Unveils Breakthrough LLM Quantization Technique on arXiv
OpenPress datasets — written and verified by Billy Odell Tucker-Robinson
✓ Full Article Ready
19d agoarxiv
REAL-Q Unveils Breakthrough LLM Quantization Method to Slash Deployment Costs
REAL-Q Unveils Breakthrough LLM Quantization Method to Slash Deployment Costs
OpenPress datasets — written and verified by Billy Odell Tucker-Robinson
✓ Full Article Ready
19d agoarxiv
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