julien_c

3개월 전discuss

> Ollama eventually added ollama run hf.co/{repo}:{quant} to pull directly from Hugging Face, which partially addresses the availability problem.

uh actually, _we_ did (generates a Docker-style manifest on the fly)

julien_c

5개월 전discuss

and a lot of traction on paid (private in particular) storage these days; sneak peek at new landing page: https://huggingface.co/storage

julien_c

3년 전discuss

Flamingo-style, see for instance the recently released IDEFICS: https://huggingface.co/blog/idefics

julien_c

3년 전discuss

we have a secret plan to change our logo to a Face Hugger some time in the future :)

julien_c

3년 전discuss

that would make for a quite different branding.

Might think about it:)

julien_c

3년 전discuss

quite cool! haven't tried it yet, but what's the latency on hot-loading a model? (for instance, loading `stabilityai/stable-diffusion-2-1` for the first API call)

julien_c

4년 전discuss

what's the inference time on M1?

julien_c

5년 전discuss

ArXiv link to the paper: https://arxiv.org/abs/2110.08207

GitHub repo: https://github.com/bigscience-workshop/promptsource

julien_c

5년 전discuss

FWIW this is extractive question answering so the output of the model can only be a span of the input paragraph.

SQuAD is the prototypical example of a dataset for this task, see https://rajpurkar.github.io/SQuAD-explorer/

julien_c

6년 전discuss

For France, you can check the French Tech Visa program: https://lafrenchtech.com/en/how-france-helps-startups/french...

I've done it for one of my team members, it's pretty easy.

julien_c

6년 전discuss

Not really on unsupervised/self-supervised data though, right?

(nor on the same scale of corpora, as far as I can tell)

julien_c

7년 전discuss

TL;DR: Hugging Face, the NLP research company known for its transformers library (DISCLAIMER: I work at Hugging Face), has just released a new open-source library for ultra-fast & versatile tokenization for NLP neural net models (i.e. converting strings in model input tensors).

Main features: - Encode 1GB in 20sec - Provide BPE/Byte-Level-BPE/WordPiece/SentencePiece... - Compute exhaustive set of outputs (offset mappings, attention masks, special token masks...) - Written in Rust with bindings for Python and node.js

Github repository and doc: https://github.com/huggingface/tokenizers/tree/master/tokeni...

To install: - Rust: https://crates.io/crates/tokenizers - Python: pip install tokenizers - Node: npm install tokenizers

julien_c

7년 전discuss

I had intended to look into Cloudflare before but didn't get a chance. Looks like it's a good time now!

julien_c

7년 전discuss

Also https://transformer.huggingface.co

Disclaimer: built it.

julien_c

7년 전discuss

Yes it is

julien_c

7년 전discuss

Yes, Python's type system is nowhere near Typescript, and are closer to docblock annotations.

julien_c

7년 전discuss

We should build one ourselves, actually. That's a terrific idea.

julien_c

7년 전discuss

Very nicely said.

julien_c

7년 전discuss

The `nn.BatchNorm` CPU inference speedup is a Big Deal™ to us.

Thanks for the contributions everyone, and glad to have bet on PyTorch a few years back.

julien_c

7년 전discuss

NYT article from 2016: A Drug to Cure Fear https://www.nytimes.com/2016/01/24/opinion/sunday/a-drug-to-...

Submissions

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Llama.cpp now has an official website: llama.app

Tiny Agent: a MCP-powered agent in 50 lines of code

Hugging Face Acquires XetHub

Benchmarking Versioning Tools for ML: S3, DVC, Git LFS, and XetHub

CoreWeave (AI Hyperscaler) raises $7.5B in debt

HuggingChat Assistant plugged on the HN front page

[untitled]

Reddit acquires ML startup Spell

Hugging Face introduces Pull Requests and Discussions

T0* – Series of encoder-decoder models trained on a large set of different tasks

HuggingPics: Easily train and deploy image classifiers for anything

PHP Releases on Hold

OpenAI API: preliminary beta pricing announced

PHP 8.0.0 beta 2

'Deep Learning for Coders' Book's Foreword by Soumith Chintala

NLP: A new datasets and metrics library from Hugging Face

Benchmarking Triton (TensorRT) Inference Server for Transformer Models

Hugging Face: How to train a new language model from scratch

Show HN: HuggingFace – Fast tokenization library for deep-learning NLP pipelines

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