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大数据

7 Open-Source Alternatives to ChatGPT You Can Run Locally

Explore seven open-source ChatGPT alternatives, from lightweight local chat interfaces and document assistants to agent platforms, multi-user setups, and complete self-hosted AI workspaces.

KDnuggets9/2215 分钟阅读站内导读

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大数据
KDnuggets9/21

3 Polars Tricks for High-Performance Data Manipulation精选导读

Almost every slow Polars script lacks in terms of one of these two: its expression engine written and executing in Rust across every core at its disposal, and its query optimizer that rewrites your work before any of it…

14 分钟47#数据科学#机器学习
大数据
KDnuggets9/18

Reusing the Prompt Prefix with a Key-Value Cache for SLM Optimization精选导读

In this second article in our short series on SLM optimization techniques we focus on the reuse of the prompt prefix with a key-value cache.

30 分钟40#数据科学#机器学习
大数据
KDnuggets9/18

5 Prompt Optimization Strategies That Actually Improve LLM Output精选导读

This article covers five prompt optimization strategies such as: prompt optimization, prompt engineering, LLM output quality, few-shot prompting, chain-of-thought, structured outputs.

24 分钟40#数据科学#机器学习
大数据
KDnuggets9/17

What’s So Good About ChatGPT Work? Here’s What I Found精选导读

This article walks through how ChatGPT Work specifically earns its reputation, where the underlying models genuinely hold up against the competition, and where the honest limits are.

23 分钟40#数据科学#机器学习
大数据
KDnuggets9/17

5 Free Zoomcamps From Data Pipelines to AI Agents精选导读

Explore five free hands-on workshops covering data engineering, machine learning, MLOps, LLMs, AI agents, and AI development through practical lessons, homework, projects, and community-based learning.

14 分钟40#数据科学#机器学习
大数据
KDnuggets9/16

Estimators in Scikit-LLM: A KDnuggets Cheat Sheet精选导读

Scikit-LLM wraps language models in the scikit-learn estimator API, so it drops into a Pipeline or a cross-validation loop natively.

7 分钟40#数据科学#机器学习