Case2Code: Learning Inductive Reasoning with Synthetic Data 1 code implementation • 17 Jul 2024 • Yunfan Shao, Linyang Li, Yichuan Ma, Peiji Li, Demin Song, Qinyuan Cheng, ShiMin Li, Xiaonan Li, Pengyu Wan
🔥🔥 CSR-Bench: Benchmarking LLM Agents in Deployment of Computer Science Research Repositories from University of California, Los Angeles. 🔥 SmolLM2: When Smol Goes Big -- Data-Centric Training of a Small Language Model from Hugging Face. 🔥 Robust and Secure Code Watermarking for Large...
The process of coding brings you closer to your data and 'forces' you to focus on your material—asking questions like; What is this about? Is it about more than one thing? How does it help me answer my research question? Coding lets you gather all the material about a topic in one ...
Through extensive quantitative and qualitative analysis, we identify several limitations of text-only LLM agents, and reveal gaps in the capabilities of state-of-the-art multimodal language agents.306 Paper Code TroVE: Inducing Verifiable and Efficient Toolboxes for Solving Programmatic Tasks...
In the datacollection.py script I pull some of these objects out and delete others for the “clean” version of the data. Also note that tw2csv defaults to writing these second-level fields as one first-level field with escaped internal delimiters. So if you open a file in Excel, some ...
(Fig.1b, Supplementary Data1). Among the identified lactylated peptides, ALDOA-147Klac was detected with the highest frequency, up to 100%. Furthermore, its intensities were consistently among the highest in almost all of the assayed cell lines (Fig.1b). Naturally, the high prevalence and...
It is critical that solutions must have the ability to evolve and scale at a rapid pace to enable the business in meeting the challenges and support a sustainable growth model. Manual processes / over reliance on excel Leading to operational risk, bottlenecks and inefficiencies ...
We've witnessed the remarkable capabilities of large language models (LLMs), but there's been a gap—a missing piece in their understanding of the world around us. They've excelled with text, code, and images, yet they've struggled to truly engage with our reality. That is, until now...
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Trendline zigzag in qualitative channel A dynamic trendline-based evolution of the Donchian Channel Equity and Balance Indicator - History based This indicator reads the trade history and plots the Cumulative P & L over time, helping visual traders to see how much money they are making or losing...