Pedro Cuenca's picture

Pedro Cuenca

pcuenq

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AI & ML interests

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Recent Activity

New activity about 3 hours ago

HuggingFaceTB/README:Remove typo

New activity about 7 hours ago

ggml-org/gguf-my-repo:If generating model cards readmes, consider adding support for these extra authorship parameters

Reacted to jsulz's post with 🔥 about 7 hours ago

Something I love about working at Hugging Face is the opportunity to design and work in public. Right now, we’re redesigning the architecture that supports uploads and downloads on the Hub. Datasets and models are growing fast, and so are the challenges of storing and transferring them efficiently. To keep up, we're introducing a new protocol for uploads and downloads, supported by a content-addressed store (CAS). Here’s what’s coming: 📦 Smarter uploads: Chunk-level management enables advanced deduplication, compression, and reduces redundant transfers, speeding up uploads. ⚡ Efficient downloads: High throughput and low latency ensure fast access, even during high-demand model releases. 🔒 Enhanced security: Validate uploads before storage to block malicious or invalid data. We analyzed 24 hours of global upload activity in October (88 countries, 130TB of data!) to design a system that scales with your needs. The result? A proposed infrastructure with CAS nodes in us-east-1, eu-west-3, and ap-southeast-1. 🔗 Read the blog post for the full details: https://huggingface.co/blog/rearchitecting-uploads-and-downloads 🌟 Check out our interactive demo to explore the data yourself! https://huggingface.co/spaces/xet-team/cas-analysis We’d love to hear your feedback - let us know if you have questions or want to see more.

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Articles

SmolVLM - small yet mighty Vision Language Model

Faster Text Generation with Self-Speculative Decoding

Fixing Gradient Accumulation

Llama can now see and run on your device - welcome Llama 3.2

FineVideo: behind the scenes

Fine-tuning LLMs to 1.58bit: extreme quantization made easy

Google releases Gemma 2 2B, ShieldGemma and Gemma Scope

Llama 3.1 - 405B, 70B & 8B with multilinguality and long context

WWDC 24: Running Mistral 7B with Core ML

Welcome Gemma 2 - Google's new open LLM

PaliGemma – Google's Cutting-Edge Open Vision Language Model

License to Call: Introducing Transformers Agents 2.0

Powerful ASR + diarization + speculative decoding with Hugging Face Inference Endpoints

Welcome Llama 3 - Meta's new open LLM

CodeGemma - an official Google release for code LLMs

Welcome Gemma - Google's new open LLM

Mixture of Experts Explained

Welcome Mixtral - a SOTA Mixture of Experts on Hugging Face

SDXL in 4 steps with Latent Consistency LoRAs

Accelerating Stable Diffusion XL Inference with JAX on Cloud TPU v5e

Inference for PROs

Introducing Würstchen: Fast Diffusion for Image Generation

Spread Your Wings: Falcon 180B is here

Code Llama: Llama 2 learns to code

Releasing Swift Transformers: Run On-Device LLMs in Apple Devices

Stable Diffusion XL on Mac with Advanced Core ML Quantization

Happy 1st anniversary 🤗 Diffusers!

Llama 2 is here - get it on Hugging Face

Faster Stable Diffusion with Core ML on iPhone, iPad, and Mac

The Falcon has landed in the Hugging Face ecosystem

Train your ControlNet with diffusers

Swift Diffusers: Fast Stable Diffusion for Mac

Using LoRA for Efficient Stable Diffusion Fine-Tuning

Using Stable Diffusion with Core ML on Apple Silicon

Hugging Face Machine Learning Demos on arXiv

Training Stable Diffusion with Dreambooth using 🧨 Diffusers

Stable Diffusion in JAX/Flax 🚀

Stable Diffusion with 🧨 Diffusers

Organizations

pcuenq's activity

liked 3 models 1 day ago

HuggingFaceTB/SmolVLM-Synthetic

Image-Text-to-Text • Updated 1 day ago • 44 • 4

HuggingFaceTB/SmolVLM-Base

Image-Text-to-Text • Updated 1 day ago • 246 • 7

HuggingFaceTB/SmolVLM-Instruct

Image-Text-to-Text • Updated about 9 hours ago • 5.45k • 120

liked a Space 1 day ago

Running on Zero

SmolVLM

liked a dataset 1 day ago

allenai/dolma

Updated Apr 17 • 1.4k • 852

liked 2 models 3 days ago

stabilityai/stable-diffusion-2

Text-to-Image • Updated Jul 5, 2023 • 468k • 1.84k

apple/aimv2-large-patch14-native

Image Feature Extraction • Updated 6 days ago • 329 • 4

liked a model 4 days ago

apple/coreml-mobileclip

Updated 9 days ago • 256 • 28

liked a model 5 days ago

black-forest-labs/FLUX.1-Redux-dev

Updated 2 days ago • 13.1k • 198

liked 2 models 6 days ago

HuggingFaceTB/SmolLM2-360M-Instruct

Text Generation • Updated 2 days ago • 35.3k • 57

HuggingFaceTB/SmolLM2-135M

Text Generation • Updated 4 days ago • 34k • 30

liked a dataset 8 days ago

ariG23498/layer-skip-assets

Viewer • Updated 8 days ago • 18 • 37 • 1

liked a model 8 days ago

Qwen/Qwen2.5-Coder-32B-Instruct-GGUF

Text Generation • Updated 15 days ago • 70.4k • 85

liked a Space 9 days ago

Hub LFS Analysis

An analysis of LFS files on the Hub.

liked a dataset 9 days ago

hackaprompt/hackaprompt-dataset

Viewer • Updated Jan 24 • 602k • 690 • 46

liked a dataset 10 days ago

Spawning/PD12M

Viewer • Updated 8 days ago • 12.4M • 13k • 126

liked a Space 12 days ago

Running on A100

LCM-LoRA on SDXL

liked a dataset 14 days ago

HuggingFaceM4/VQAv2

Updated Jun 30, 2022 • 4.98k • 31

liked a dataset 23 days ago

huggingface/documentation-images

Viewer • Updated about 8 hours ago • 44 • 2.64M • 40

liked a Space 23 days ago

Running on CPU Upgrade

GGUF My Lora

Convert your PEFT LoRA into GGUF