Hugging Face's logo

AI Maker Space

community
https://bit.ly/MLMakerspace
AIMakerspace
Activity Feed Request to join this org

AI & ML interests

None defined yet.

ai-maker-space's activity

llm-wizard 
updated 3 models 3 months ago
llm-wizard 
updated a Space 3 months ago
llm-wizard 
updated a model 6 months ago
llm-wizard 
updated a dataset 6 months ago
harpreetsahota 
posted an update 9 months ago
view post
Post
2222
The Coachella of Computer Vision, CVPR, is right around the corner. In anticipation of the conference, I curated a dataset of the papers.

I'll have a technical blog post out tomorrow doing some analysis on the dataset, but I'm so hyped that I wanted to get it out to the community ASAP.

The dataset consists of the following fields:

- An image of the first page of the paper
- title: The title of the paper
- authors_list: The list of authors
- abstract: The abstract of the paper
- arxiv_link: Link to the paper on arXiv
- other_link: Link to the project page, if found
- category_name: The primary category this paper according to [arXiv taxonomy](https://arxiv.org/category_taxonomy)
- all_categories: All categories this paper falls into, according to arXiv taxonomy
- keywords: Extracted using GPT-4o

Here's how I created the dataset 👇🏼

Generic code for building this dataset can be found [here](https://github.com/harpreetsahota204/CVPR-2024-Papers).

This dataset was built using the following steps:

- Scrape the CVPR 2024 website for accepted papers
- Use DuckDuckGo to search for a link to the paper's abstract on arXiv
- Use arXiv.py (python wrapper for the arXiv API) to extract the abstract and categories, and download the pdf for each paper
- Use pdf2image to save the image of paper's first page
- Use GPT-4o to extract keywords from the abstract

Voxel51/CVPR_2024_Papers
llm-wizard 
updated 6 models 10 months ago
llm-wizard 
updated a dataset 10 months ago
llm-wizard 
updated 3 models 10 months ago
harpreetsahota 
posted an update 12 months ago
view post
Post
google/gemma-7b-it is super good!

I wasn't convinced at first, but after vibe-checking it...I'm quite impressed.

I've got a notebook here, which is kind of a framework for vibe-checking LLMs.

In this notebook, I take Gemma for a spin on a variety of prompts:
• [nonsensical tokens]( harpreetsahota/diverse-token-sampler
• [conversation where I try to get some PII)( harpreetsahota/red-team-prompts-questions)
• [summarization ability]( lighteval/summarization)
• [instruction following]( harpreetsahota/Instruction-Following-Evaluation-for-Large-Language-Models
• [chain of thought reasoning]( ssbuild/alaca_chain-of-thought)

I then used LangChain evaluators (GPT-4 as judge), and track everything in LangSmith. I made public links to the traces where you can inspect the runs.

I hope you find this helpful, and I am certainly open to feedback, criticisms, or ways to improve.

Cheers:

You can find the notebook here: https://colab.research.google.com/drive/1RHzg0FD46kKbiGfTdZw9Fo-DqWzajuoi?usp=sharing
harpreetsahota 
posted an update about 1 year ago
view post
Post
✌🏼Two new models dropped today 👇🏽

1) 👩🏾‍💻 𝐃𝐞𝐜𝐢𝐂𝐨𝐝𝐞𝐫-𝟔𝐁

👉🏽 Supports 𝟖 𝐥𝐚𝐧𝐠𝐮𝐚𝐠𝐞𝐬: C, C# C++, GO, Rust, Python, Java, and Javascript.

👉🏽 Released under the 𝐀𝐩𝐚𝐜𝐡𝐞 𝟐.𝟎 𝐥𝐢𝐜𝐞𝐧𝐬𝐞

🥊 𝐏𝐮𝐧𝐜𝐡𝐞𝐬 𝐚𝐛𝐨𝐯𝐞 𝐢𝐭𝐬 𝐰𝐞𝐢𝐠𝐡𝐭 𝐜𝐥𝐚𝐬𝐬 𝐨𝐧 𝐇𝐮𝐦𝐚𝐧𝐄𝐯𝐚𝐥: Beats out CodeGen 2.5 7B and StarCoder 7B on most supported languages. Has a 3-point lead over StarCoderBase 15.5B for Python

💻 𝑻𝒓𝒚 𝒊𝒕 𝒐𝒖𝒕:

🃏 𝐌𝐨𝐝𝐞𝐥 𝐂𝐚𝐫𝐝: Deci/DeciCoder-6B

📓 𝐍𝐨𝐭𝐞𝐛𝐨𝐨𝐤: https://colab.research.google.com/drive/1QRbuser0rfUiFmQbesQJLXVtBYZOlKpB

🪧 𝐇𝐮𝐠𝐠𝐢𝐧𝐠𝐅𝐚𝐜𝐞 𝐒𝐩𝐚𝐜𝐞: Deci/DeciCoder-6B-Demo

2) 🎨 𝐃𝐞𝐜𝐢𝐃𝐢𝐟𝐟𝐮𝐬𝐢𝐨𝐧 𝐯𝟐.𝟎

👉🏽 Produces quality images on par with Stable Diffusion v1.5, but 𝟐.𝟔 𝐭𝐢𝐦𝐞𝐬 𝐟𝐚𝐬𝐭𝐞𝐫 𝐢𝐧 𝟒𝟎% 𝐟𝐞𝐰𝐞𝐫 𝐢𝐭𝐞𝐫𝐚𝐭𝐢𝐨𝐧𝐬

👉🏽 Employs a 𝐬𝐦𝐚𝐥𝐥𝐞𝐫 𝐚𝐧𝐝 𝐟𝐚𝐬𝐭𝐞𝐫 𝐔-𝐍𝐞𝐭 𝐜𝐨𝐦𝐩𝐨𝐧𝐞𝐧𝐭 𝐰𝐡𝐢𝐜𝐡 𝐡𝐚𝐬 𝟖𝟔𝟎 𝐦𝐢𝐥𝐥𝐢𝐨𝐧 𝐩𝐚𝐫𝐚𝐦𝐞𝐭𝐞𝐫𝐬.

👉🏽 Uses an optimized scheduler, 𝐒𝐪𝐮𝐞𝐞𝐳𝐞𝐝𝐃𝐏𝐌++, which 𝐜𝐮𝐭𝐬 𝐝𝐨𝐰𝐧 𝐭𝐡𝐞 𝐧𝐮𝐦𝐛𝐞𝐫 𝐨𝐟 𝐬𝐭𝐞𝐩𝐬 𝐧𝐞𝐞𝐝𝐞𝐝 𝐭𝐨 𝐠𝐞𝐧𝐞𝐫𝐚𝐭𝐞 𝐚 𝐪𝐮𝐚𝐥𝐢𝐭𝐲 𝐢𝐦𝐚𝐠𝐞 𝐟𝐫𝐨𝐦 𝟏𝟔 𝐭𝐨 𝟏𝟎.

👉🏽 Released under the 𝐂𝐫𝐞𝐚𝐭𝐢𝐯𝐞𝐌𝐋 𝐎𝐩𝐞𝐧 𝐑𝐀𝐈𝐋++-𝐌 𝐋𝐢𝐜𝐞𝐧𝐬𝐞.

💻 𝑻𝒓𝒚 𝒊𝒕 𝒐𝒖𝒕:

🃏 𝐌𝐨𝐝𝐞𝐥 𝐂𝐚𝐫𝐝: Deci/DeciDiffusion-v2-0

📓 𝐍𝐨𝐭𝐞𝐛𝐨𝐨𝐤: https://colab.research.google.com/drive/11Ui_KRtK2DkLHLrW0aa11MiDciW4dTuB

🪧 𝐇𝐮𝐠𝐠𝐢𝐧𝐠𝐅𝐚𝐜𝐞 𝐒𝐩𝐚𝐜𝐞: Deci/DeciDiffusion-v2-0

Help support the projects by liking the model cards and the spaces!

Cheers and happy hacking!
llm-wizard 
updated a model over 1 year ago