Clem 🤗's picture

Clem 🤗 PRO

clem

·

http://huggingface.co

AI & ML interests

multi-modal, time-series, biology and chemistry

Recent Activity

Reacted to lin-tan's post with 🔥 about 15 hours ago

Can language models replace developers? #RepoCod says “Not Yet”, because GPT-4o and other LLMs have <30% accuracy/pass@1 on real-world code generation tasks. - Leaderboard https://lt-asset.github.io/REPOCOD/ - Dataset: https://huggingface.co/datasets/lt-asset/REPOCOD @jiang719 @shanchao @Yiran-Hu1007 Compared to #SWEBench, RepoCod tasks are - General code generation tasks, while SWE-Bench tasks resolve pull requests from GitHub issues. - With 2.6X more tests per task (313.5 compared to SWE-Bench’s 120.8). Compared to #HumanEval, #MBPP, #CoderEval, and #ClassEval, RepoCod has 980 instances from 11 Python projects, with - Whole function generation - Repository-level context - Validation with test cases, and - Real-world complex tasks: longest average canonical solution length (331.6 tokens) and the highest average cyclomatic complexity (9.00) Introducing hashtag #RepoCod-Lite 🐟 for faster evaluations: 200 of the toughest tasks from RepoCod with: - 67 repository-level, 67 file-level, and 66 self-contains tasks - Detailed problem descriptions (967 tokens) and long canonical solutions (918 tokens) - GPT-4o and other LLMs have < 10% accuracy/pass@1 on RepoCod-Lite tasks. - Dataset: https://huggingface.co/datasets/lt-asset/REPOCOD_Lite #LLM4code #LLM #CodeGeneration #Security

Reacted to xiaozaa's post with 👍 about 16 hours ago

Did a quick conversion from flux1-fill-dev to diffusers. Release here: https://huggingface.co/xiaozaa/flux1-fill-dev-diffusers

Reacted to TuringsSolutions's post with 👀 about 16 hours ago

I created something called 'Hyperbolic Embeddings'. I literally just embed the tokens into Hyperbolic Space instead of Euclidean space. At first, this did not get me the gains I was expecting. I was a sad panda. Then I thought about it, a Hyperbolic Embedding needs a Hyperbolic Optimizer. So, instead of Adam, I used Riemannian Adam (RAdam). "Ladies and Gentlemen, We Got 'Em!"

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clem's activity

upvoted a paper about 17 hours ago

Hymba: A Hybrid-head Architecture for Small Language Models

Paper • 2411.13676 • Published 3 days ago • 23

upvoted an article 3 days ago

Article

The Beginners Guide to Cleaning a Dataset

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5 days ago

• 23

upvoted an article 4 days ago

Article

Halo: Open Source Health Tracking with Wearables

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4 days ago

• 73

upvoted a paper 5 days ago

LLaVA-o1: Let Vision Language Models Reason Step-by-Step

Paper • 2411.10440 • Published 8 days ago • 93

upvoted a collection 10 days ago

Trending Startup Data Based on Internet Traffic & Engagement

1M+ Startup Votes from HackerNoon! • 1 item • Updated 10 days ago • 2

upvoted a collection 19 days ago

XGen-MM-1 models and datasets

A collection of all XGen-MM (Foundation LMM) models! • 15 items • Updated 19 days ago • 34

upvoted a collection 25 days ago

The Big Benchmarks Collection

Gathering benchmark spaces on the hub (beyond the Open LLM Leaderboard) • 13 items • Updated 5 days ago • 158

upvoted a collection 29 days ago

Open LLM Leaderboard best models ❤️‍🔥

A daily uploaded list of models with best evaluations on the LLM leaderboard: • 60 items • Updated about 1 hour ago • 443

upvoted an article 29 days ago

Article

Hugging Face welcomes the Aya Expanse family of multilingual models

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30 days ago

• 10

upvoted 2 papers about 1 month ago

FrugalNeRF: Fast Convergence for Few-shot Novel View Synthesis without Learned Priors

Paper • 2410.16271 • Published Oct 21 • 80

Wikimedia data for AI: a review of Wikimedia datasets for NLP tasks and AI-assisted editing

Paper • 2410.08918 • Published Oct 11 • 2

upvoted 3 collections about 1 month ago

Granite 3.0 Language Models

A series of language models trained by IBM licensed under Apache 2.0 license. We release both the base pretrained and instruct models. • 8 items • Updated 19 days ago • 89

ELM

Collection of various ELM models from "Erasing Conceptual Knowledge from Language Models" • 4 items • Updated Oct 21 • 1

Llama-3.1-Nemotron-70B

SOTA models on Arena Hard and RewardBench as of 1 Oct 2024. • 6 items • Updated Oct 15 • 141

upvoted a paper about 1 month ago

Aria: An Open Multimodal Native Mixture-of-Experts Model

Paper • 2410.05993 • Published Oct 8 • 107

upvoted 2 articles about 1 month ago

Article

Welcome, Gradio 5

Oct 9

• 72

Article

Accelerate 1.0.0

Sep 13

• 50

upvoted a paper about 1 month ago

Were RNNs All We Needed?

Paper • 2410.01201 • Published Oct 2 • 47

upvoted an article about 1 month ago

Article

Recoloring photos with diffusers

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Oct 9

• 28

upvoted a paper about 2 months ago

Differential Transformer

Paper • 2410.05258 • Published Oct 7 • 166