Intel(R) Neural Compressor – Medium

Intel(R) Neural Compressor

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Intel Analytics Software

Personalized Stable Diffusion with Few-Shot Fine-Tuning

Create Your Own Stable Diffusion on a Single CPU

Nov 1, 2022

Personalized Stable Diffusion with Few-Shot Fine-Tuning

Nov 1, 2022

Intel(R) Neural Compressor
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Intel Analytics Software

Accelerating Qwen2 Models with Intel Extension for Transformers

High Performance WOQ INT4 Inference on Intel Xeon Processors

Jun 6

Accelerating Qwen2 Models with Intel Extension for Transformers

Jun 6

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Intel Analytics Software

Accelerating GGUF Models with Transformers

Improving Performance and Memory Usage on Intel Platforms

May 31

Figure1 GGUF format (source: https://huggingface.co/datasets/huggingface/documentation-images/resolve/main/hub/gguf-spec.png)

May 31

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Intel Analytics Software

Low-Bit Quantized Open LLM Leaderboard

A New Tool to Find High-Quality Models for a Given Client

May 11

Low-Bit Quantized Open LLM Leaderboard

May 11

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Intel Analytics Software

The AutoRound Quantization Algorithm

Weight-Only Quantization for LLMs Across Hardware Platforms

Apr 2

The AutoRound Quantization Algorithm

Apr 2

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Intel Analytics Software

Run LLMs on Intel GPUs Using llama.cpp

Taking Advantage of the New SYCL Backend

Mar 22

Run LLMs on Intel GPUs Using llama.cpp

Mar 22

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Intel Analytics Software

Efficient Quantization with Microscaling Data Types for Large Language Models

New Quantization Recipes Using Intel Neural Compressor

Mar 1

Efficient Quantization with Microscaling Data Types for Large Language Models

Mar 1

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Intel Analytics Software

Efficient Natural Language Embedding Models with Intel Extension for Transformers

Making Retrieval-Augmented Generation More Efficient

Feb 8

Efficient Natural Language Embedding Models with Intel Extension for Transformers

Feb 8

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Intel Analytics Software

Advancing Large Language Models on Intel Platforms

The Evolution of Intel NeuralChat-7B LLM

Dec 19, 2023

Advancing Large Language Models on Intel Platforms

Dec 19, 2023

Intel(R) Neural Compressor
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Intel Analytics Software

Creating Large Language Models on Your Laptop

Making Fine-Tuning Possible on Your Personal Computer

Dec 5, 2023

Creating Large Language Models on Your Laptop

Dec 5, 2023

Intel(R) Neural Compressor

Intel(R) Neural Compressor

LLM quantization (https://github.com/intel/neural-compressor) and highly-efficient LLM inference (https://github.com/intel/intel-extension-for-transformers)

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