Daniel Armas Ramírez

darmasrmz

AI & ML interests

NLP, ML, LLM, Data Science, Big Data

Recent Activity

liked a Space 3 days ago

hfmlsoc/overview

upvoted an article 22 days ago

Ethics + Sustainability = Responsible AI

liked a model about 1 month ago

bigscience/bloom

View all activity

Organizations

liked a Space 3 days ago

ML & Society at HF

📚

🤗 machine learning and society team website

upvoted an article 22 days ago

Article

Ethics + Sustainability = Responsible AI

and 1 other •

23 days ago

• 13

liked a model about 1 month ago

bigscience/bloom

Text Generation • 176B • Updated Jul 28, 2023 • 4.09k • 4.96k

reacted to merve's post with ➕🔥 5 months ago

Post

3798

stop writing CUDA kernels yourself

we have launched Kernel Hub: easy optimized kernels for all models on Hugging Face 🔥 use them right away!
it's where the community populates optimized kernels 🤝

this release comes in three parts
> Kernel Hub: contains (as of now) 14 kernels
> kernels: Python library to load kernels from Kernel Hub
> kernel-builder: Nix package to build kernels for PyTorch (made using PyTorch C++ frontend)

when building models, your regular workflow should be pulling kernels from Hub and building your model with them 🤗
here's a practical example with RMSNorm:
1. pull the kernel from Hub with get_kernel
2. decorate with use_kernel_forward_from_hub
3. inject it to your model
we'd love to hear your feedback! 🙏🏻
we also welcome kernel contributions by community 🥹💗

- request kernels here: kernels-community/README#1
- check out this org:

kernels-community
- read the blog: https://huggingface.co/blog/hello-hf-kernels

1 reply

liked a model 5 months ago

carlosdanielhernandezmena/wav2vec2-large-xlsr-53-spanish-ep5-944h

Automatic Speech Recognition • 0.3B • Updated Oct 23, 2023 • 2.99k • 5

upvoted 2 articles 5 months ago

Article

Enhance Your Models in 5 Minutes with the Hugging Face Kernel Hub

Jun 12

• 147

Article

Saying Thank You to a LLM Isn't Free — Measuring the Energy Cost of Politeness

and 2 others •

Jun 12

• 22

liked 2 models 5 months ago

openai/whisper-large-v3

Automatic Speech Recognition • 2B • Updated Aug 12, 2024 • 4.21M • • 5.04k

bigscience/bloom-1b7

Text Generation • 2B • Updated May 11, 2023 • 27.9k • 121

upvoted an article 5 months ago

Article

Bigger isn't always better: how to choose the most efficient model for context-specific tasks 🌱🧑🏼‍💻

•

May 28

• 22

liked 2 datasets 6 months ago

tokyotech-llm/swallow-math

Viewer • Updated May 10 • 4.33M • 588 • 35

nvidia/OpenCodeReasoning

Viewer • Updated May 4 • 753k • 3.15k • 502

reacted to clem's post with ❤️ 6 months ago

Post

4084

Energy is a massive constraint for AI but do you even know what energy your chatGPT convos are using?

We're trying to change this by releasing ChatUI-energy, the first interface where you see in real-time what energy your AI conversations consume. Great work from @jdelavande powered by spaces & TGI, available for a dozen of open-source models like Llama, Mistral, Qwen, Gemma and more.

jdelavande/chat-ui-energy

Should all chat interfaces have this? Just like ingredients have to be shown on products you buy, we need more transparency in AI for users!