Ella Charlaix's picture

Ella Charlaix

echarlaix

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AI & ML interests

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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

echarlaix's activity

upvoted a collection 18 days ago

Granite 3.0 Language Models

A series of language models trained by IBM licensed under Apache 2.0 license. We release both the base pretrained and instruct models. • 8 items • Updated 6 days ago • 86

upvoted a collection 30 days ago

LLM

Collection of OpenVINO optimized LLMs • 129 items • Updated 10 days ago • 16

upvoted a paper 6 months ago

Block Pruning For Faster Transformers

Paper • 2109.04838 • Published Sep 10, 2021 • 2

upvoted an article 7 months ago

Article

Introducing Idefics2: A Powerful 8B Vision-Language Model for the community

Apr 15

• 165

upvoted a paper 12 months ago

Distil-Whisper: Robust Knowledge Distillation via Large-Scale Pseudo Labelling

Paper • 2311.00430 • Published Nov 1, 2023 • 56

upvoted a collection 12 months ago

Latent Consistency Models Weights

Full-fine tune weights for Latent Consistency models • 3 items • Updated Nov 9, 2023 • 9

upvoted a paper about 1 year ago

Latent Consistency Models: Synthesizing High-Resolution Images with Few-Step Inference

Paper • 2310.04378 • Published Oct 6, 2023 • 19