Haihao Shen

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upvoted a collection 13 days ago

100B+AutoRound

Collection

for >100B models • 6 items • Updated 1 day ago • 2

upvoted a paper 19 days ago

Demons in the Detail: On Implementing Load Balancing Loss for Training Specialized Mixture-of-Expert Models

Paper • 2501.11873 • Published 21 days ago • 63

upvoted a paper 2 months ago

A dynamic parallel method for performance optimization on hybrid CPUs

Paper • 2411.19542 • Published Nov 29, 2024 • 5

upvoted a paper 4 months ago

Effective Quantization for Diffusion Models on CPUs

Paper • 2311.16133 • Published Nov 2, 2023 • 4

upvoted an article 5 months ago

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Article

Building Cost-Efficient Enterprise RAG applications with Intel Gaudi 2 and Intel Xeon

May 9, 2024

• 12

upvoted an article 8 months ago

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Article

Accelerate StarCoder with 🤗 Optimum Intel on Xeon: Q8/Q4 and Speculative Decoding

Jan 30, 2024

• 9

upvoted a collection about 1 year ago

Intel Neural Chat

Collection

Fine-tuned 7B parameter LLM models, one of which made it to the top of the 7B HF LLM Leaderboard • 15 items • Updated Aug 23, 2024 • 2

upvoted 5 papers over 1 year ago

Efficient LLM Inference on CPUs

Paper • 2311.00502 • Published Nov 1, 2023 • 7

TEQ: Trainable Equivalent Transformation for Quantization of LLMs

Paper • 2310.10944 • Published Oct 17, 2023 • 10

Efficient Post-training Quantization with FP8 Formats

Paper • 2309.14592 • Published Sep 26, 2023 • 11

Optimize Weight Rounding via Signed Gradient Descent for the Quantization of LLMs

Paper • 2309.05516 • Published Sep 11, 2023 • 9

An Efficient Sparse Inference Software Accelerator for Transformer-based Language Models on CPUs

Paper • 2306.16601 • Published Jun 28, 2023 • 4