66 8 37

Ella Charlaix

echarlaix

AI & ML interests

None yet

Articles

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

Jan 30

• 4

AMD + 🤗: Large Language Models Out-of-the-Box Acceleration with AMD GPU

Dec 5, 2023

• 2

Optimizing Stable Diffusion for Intel CPUs with NNCF and 🤗 Optimum

May 25, 2023

Accelerating Stable Diffusion Inference on Intel CPUs

Mar 28, 2023

• 2

Accelerate your models with 🤗 Optimum Intel and OpenVINO

Nov 2, 2022

• 3

Scaling up BERT-like model Inference on modern CPU - Part 2

Nov 4, 2021

• 1

Introducing Optimum: The Optimization Toolkit for Transformers at Scale

Sep 14, 2021

• 1

Organizations

Collections 1

Papers 1

arxiv:2109.04838

models 37

echarlaix/tiny-random-marian

Updated Sep 16 • 167k

echarlaix/distilbert-base-uncased-distilled-squad-openvino-8bit

Question Answering • Updated Jul 31 • 22

echarlaix/LCM_Dreamshaper_v7-openvino-8bit

Text-to-Image • Updated Jul 30

echarlaix/Phi-3-mini-4k-instruct-openvino

Text Generation • Updated Jul 30 • 29

echarlaix/LCM_Dreamshaper_v7-openvino

Text-to-Image • Updated Jul 22

echarlaix/distilgpt2-openvino-4bit

Text Generation • Updated Jul 21 • 16

echarlaix/sdxl-turbo-openvino-8bit

Text-to-Image • Updated Jul 20

echarlaix/sdxl-turbo-openvino

Text-to-Image • Updated Jul 20

echarlaix/distilgpt2-openvino

Text Generation • Updated Jul 19 • 20

echarlaix/distilbert-base-uncased-distilled-squad-openvino

Question Answering • Updated Jul 19 • 22

datasets 5

echarlaix/benchmarks

Preview • Updated Oct 16 • 5

echarlaix/vqa-lxmert

Updated Feb 9, 2022 • 48

echarlaix/gqa-lxmert

Updated Feb 9, 2022 • 59

echarlaix/vqa

Updated Feb 1, 2022 • 51 • 1

echarlaix/gqa

Viewer • Updated Feb 1, 2022 • 1.08M • 71

Ella Charlaix

AI & ML interests

Articles

Optimize and deploy models with Optimum-Intel and OpenVINO GenAI

Blazing Fast SetFit Inference with 🤗 Optimum Intel on Xeon

A Chatbot on your Laptop: Phi-2 on Intel Meteor Lake

CPU Optimized Embeddings with 🤗 Optimum Intel and fastRAG

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

AMD + 🤗: Large Language Models Out-of-the-Box Acceleration with AMD GPU

Optimizing Stable Diffusion for Intel CPUs with NNCF and 🤗 Optimum

Accelerating Stable Diffusion Inference on Intel CPUs

Accelerate your models with 🤗 Optimum Intel and OpenVINO

Scaling up BERT-like model Inference on modern CPU - Part 2

Introducing Optimum: The Optimization Toolkit for Transformers at Scale

Organizations

Collections 1

Export to ONNX

OpenVINO Export

Papers 1

models 37

echarlaix/tiny-random-marian

echarlaix/distilbert-base-uncased-distilled-squad-openvino-8bit

echarlaix/LCM_Dreamshaper_v7-openvino-8bit

echarlaix/Phi-3-mini-4k-instruct-openvino

echarlaix/LCM_Dreamshaper_v7-openvino

echarlaix/distilgpt2-openvino-4bit

echarlaix/sdxl-turbo-openvino-8bit

echarlaix/sdxl-turbo-openvino

echarlaix/distilgpt2-openvino

echarlaix/distilbert-base-uncased-distilled-squad-openvino

datasets 5

echarlaix/benchmarks

echarlaix/vqa-lxmert

echarlaix/gqa-lxmert

echarlaix/vqa

echarlaix/gqa

Ella Charlaix

AI & ML interests

Articles

Optimize and deploy models with Optimum-Intel and OpenVINO GenAI

Blazing Fast SetFit Inference with 🤗 Optimum Intel on Xeon

A Chatbot on your Laptop: Phi-2 on Intel Meteor Lake

CPU Optimized Embeddings with 🤗 Optimum Intel and fastRAG

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

AMD + 🤗: Large Language Models Out-of-the-Box Acceleration with AMD GPU

Optimizing Stable Diffusion for Intel CPUs with NNCF and 🤗 Optimum

Accelerating Stable Diffusion Inference on Intel CPUs

Accelerate your models with 🤗 Optimum Intel and OpenVINO

Scaling up BERT-like model Inference on modern CPU - Part 2

Introducing Optimum: The Optimization Toolkit for Transformers at Scale

Organizations

Collections 1

Export to ONNX

OpenVINO Export

Papers 1

models 37 Sort: Recently updated

datasets 5 Sort: Recently updated

models 37

datasets 5