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Dan Alistarh's picture
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Dan Alistarh

dalistarh
justheuristic's profile picture 21world's profile picture Saleh's profile picture
·
https://people.csail.mit.edu/alistarh
  • dalistarh

AI & ML interests

NLP, efficiency

Recent Activity

authored a paper about 2 months ago
Hogwild! Inference: Parallel LLM Generation via Concurrent Attention
upvoted a paper 7 months ago
"Give Me BF16 or Give Me Death"? Accuracy-Performance Trade-Offs in LLM Quantization
authored a paper 7 months ago
"Give Me BF16 or Give Me Death"? Accuracy-Performance Trade-Offs in LLM Quantization
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Organizations

 IST Austria Distributed Algorithms and Systems Lab's profile picture

dalistarh's activity

upvoted a paper 7 months ago

"Give Me BF16 or Give Me Death"? Accuracy-Performance Trade-Offs in LLM Quantization

Paper • 2411.02355 • Published Nov 4, 2024 • 51
upvoted a paper 8 months ago

A Comprehensive Evaluation of Quantized Instruction-Tuned Large Language Models: An Experimental Analysis up to 405B

Paper • 2409.11055 • Published Sep 17, 2024 • 17
upvoted a collection 10 months ago

Llama 3.1 GPTQ, AWQ, and BNB Quants

Collection
Optimised Quants for high-throughput deployments! Compatible with Transformers, TGI & VLLM 🤗 • 9 items • Updated Sep 26, 2024 • 56
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