46 4 23

Ella Charlaix

echarlaix

ellacharlaix

echarlaix

AI & ML interests

None yet

Articles

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

Jan 30

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

Dec 5, 2023

Optimizing Stable Diffusion for Intel CPUs with NNCF and 🤗 Optimum

May 25, 2023

Accelerating Stable Diffusion Inference on Intel CPUs

Mar 28, 2023

Accelerate your models with 🤗 Optimum Intel and OpenVINO

Nov 2, 2022

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

Nov 4, 2021

Introducing Optimum: The Optimization Toolkit for Transformers at Scale

Sep 14, 2021

Organizations

Papers 1

arxiv:2109.04838

spaces 1

Sleeping

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OpenVINO Export

models 26

echarlaix/tiny-random-PhiForCausalLM

Text Generation • Updated 21 days ago • 13.4k

echarlaix/tiny-mpt-random-remote-code

Text Generation • Updated 25 days ago • 6.79k

echarlaix/tiny-random-vits

Text-to-Audio • Updated Dec 18, 2023 • 156

echarlaix/tiny-random-gpt2-torchscript

Updated Nov 2, 2023 • 1

echarlaix/t5-small-int8-dynamic

Translation • Updated Oct 26, 2023 • 4 • 4

echarlaix/t5-small-onnx

Translation • Updated Oct 26, 2023 • 130 • 3

echarlaix/tiny-random-latent-consistency

Updated Oct 24, 2023 • 6.6k

echarlaix/tiny-random-mistral

Text Generation • Updated Oct 6, 2023 • 119k • 1

echarlaix/tiny-random-stable-diffusion-xl-refiner

Updated Aug 1, 2023 • 3.2k • 1

echarlaix/tiny-random-stable-diffusion-xl

Updated Jul 6, 2023 • 14.9k • 1

datasets 4

echarlaix/vqa-lxmert

Updated Feb 9, 2022 • 172

echarlaix/gqa-lxmert

Updated Feb 9, 2022 • 166

echarlaix/vqa

Updated Feb 1, 2022 • 177 • 1

echarlaix/gqa

Viewer • Updated Feb 1, 2022 • 160

Ella Charlaix

AI & ML interests

Articles

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

Papers 1

spaces 1

OpenVINO Export

models 26 Sort: Recently updated

datasets 4 Sort: Recently updated

models 26

datasets 4