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ScienciaLAB
- Planet heart
- https://www.sciencialab.com
- https://orcid.org/0000-0002-6114-6164
- in/lfoppiano
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A high-throughput and memory-efficient inference and serving engine for LLMs
GitHub Actions choice jobs.*.runs-on
Grobid custom analyzers based on Lucene analyzers
A Benchmark of PDF Information Extraction Tools using a Multi-Task and Multi-Domain Evaluation Framework for Academic Documents
A project about benchmarking and evaluating existing PDF extraction tools on their semantic abilities to extract the body texts from PDF documents, especially from scientific articles.
Qodo-Cover: An AI-Powered Tool for Automated Test Generation and Code Coverage Enhancement! π»π€π§ͺπ
A public repository collecting links to state of the art QA and evaluation sets for various ML and LLM applications
Works-magnet: Retrieve and promote the scholarly works of your institution.
Generalist and Lightweight Model for Named Entity Recognition (Extract any entity types from texts) @ NAACL 2024
Analyses of software mentions and dependencies
Finding citations to research software from within the academic literature
A github action to cache and recover LFS data
Visualizer for neural network, deep learning and machine learning models
Playwright is a framework for Web Testing and Automation. It allows testing Chromium, Firefox and WebKit with a single API.
A 4-hour coding workshop to understand how LLMs are implemented and used
Python functions backed by language models
Repository accompanying "An Open Dataset and Model for Language Identification" (Burchell et al., 2023)
πͺ Auto-generate Streamlit UI from Pydantic Models and Dataclasses.
The AI Scientist: Towards Fully Automated Open-Ended Scientific Discovery π§βπ¬
Implement a ChatGPT-like LLM in PyTorch from scratch, step by step
Composio equip's your AI agents & LLMs with 100+ high-quality integrations via function calling
Source of the article "Mining experimental data from Materials Science literature with Large Language Models: an evaluation study"
PyPaperBot is a Python tool for downloading scientific papers using Google Scholar, Crossref, SciHub, and SciDB.
[NeurIPS 2023] Tree of Thoughts: Deliberate Problem Solving with Large Language Models