Ilyas Moutawwakil's picture

Ilyas Moutawwakil

IlyasMoutawwakil

·

IlyasMoutawwakil

AI & ML interests

Optimization, LLMs, Hardware, Backends, ..

Articles

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

Overview of natively supported quantization schemes in 🤗 Transformers

Organizations

IlyasMoutawwakil's activity

upvoted an article 11 days ago

Article

CPU Optimized Embeddings with 🤗 Optimum Intel and fastRAG

Mar 15

• 5

upvoted a collection 15 days ago

Fast-RAG Inference Endpoints

An extremely easy to deploy RAG Pipeline using Inference Endpoints • 3 items • Updated 15 days ago • 1

upvoted an article 18 days ago

Article

Binary and Scalar Embedding Quantization for Significantly Faster & Cheaper Retrieval

Mar 22

• 39

upvoted a collection 7 months ago

Neural Network Compression & Quantization

Tracks papers and links about neural network compression and quantization technics • 4 items • Updated Sep 22, 2023 • 1

upvoted a paper 8 months ago

BitNet: Scaling 1-bit Transformers for Large Language Models

Paper • 2310.11453 • Published Oct 17, 2023 • 94

upvoted a paper 9 months ago

LeanDojo: Theorem Proving with Retrieval-Augmented Language Models

Paper • 2306.15626 • Published Jun 27, 2023 • 15