Tag: Quantization
Artificial Intelligence
Environment friendly Quantization-Conscious Coaching (EfficientQAT): A Novel Machine Studying Quantization Method for Compressing LLMs
As LLMs develop into more and more integral to numerous AI duties,...
Artificial Intelligence
KIVI: A Plug-and-Play 2-bit KV Cache Quantization Algorithm with out the Want for Any Tuning
Massive language fashions (LLMs) are extremely helpful for duties like producing textual...
Artificial Intelligence
Effectivity Breakthroughs in LLMs: Combining Quantization, LoRA, and Pruning for Scaled-down Inference and Pre-training
In recent times, LLMs have transitioned from analysis instruments to sensible purposes,...
Artificial Intelligence
HuggingFace Introduces Quanto: A Python Quantization Toolkit to Scale back the Computational and Reminiscence Prices of Evaluating Deep Studying Fashions
HuggingFace Researchers introduce How much to deal with the problem of optimizing...
Artificial Intelligence
This Paper Introduces AQLM: A Machine Studying Algorithm that Helps within the Excessive Compression of Giant Language Fashions through Additive Quantization
Within the quickly advancing area of synthetic intelligence, the environment friendly operation...
Artificial Intelligence
EasyQuant: Revolutionizing Massive Language Mannequin Quantization with Tencent’s Knowledge-Free Algorithm
The relentless development in pure language processing (NLP) has ushered in an...
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