LLMs Course Github 👉 https://github.com/peremartra/Large-Language-Model-Notebooks-Course/tree/main/3-LangChain 🔷 The RAG system from the second part is modified to use LangChain. Article:ht...

3 comon methods Prompt Engineering Retrieval Augmented Generation (RAG) Parameter Efficient Fine-Tuning (PEFT) There are many more methods but these are the easiest and can result in majo...

Generative large language models are prone to producing outdated information or fabricating facts. Retrieval-augmented generation (RAG) techniques address the LLM limitations by integrating up-to-...

Video Channel : https://www.youtube.com/@aishwaryanr4606 3 Days Course for RAG : https://akillness.github.io/posts/rag-application-in-just-3-days/ Due to character limits, I’ve included...

RAG or Fine Tuning? A simple feature comparision to decide which technique you should use! For customizing LLMs, in addition to RAG, another optimization technique is fine-tuning. 𝗥𝗔𝗚 is akin ...

🌟 𝐋𝐋𝐌 𝐏𝐫𝐨𝐯𝐢𝐝𝐞𝐫’𝐬 𝐑𝐞𝐥𝐞𝐚𝐬𝐞 (2024 1H) I have selected 21 LLMs from various providers for 2024 1H. [📣Release news] and [📋Tech report] are in this post. [📘API docs] and [🤗HF models] are in the comments...

Subject Type Link Transformer Course Course https://huggingface.co/docs/transformers/main/en/index Model Hub Model...

1. Machine Learning Interviews from MAANG (8.1k stars): https://github.com/khangich/machine-learning-interview 2. Machine Learning System Design (8k stars): https://github.com/chiphuyen/mac...

𝗡𝗲𝘄 𝘃𝗲𝗿𝘀𝗶𝗼𝗻 𝗼𝗳 𝗼𝘂𝗿 𝗔𝗴𝗲𝗻𝘁𝘀 𝗳𝗿𝗮𝗺𝗲𝘄𝗼𝗿𝗸 🙌 Agents 2.0 is out, and it’s already the best-performing agent framework using an open model! Top 1 of open models on GAIA, top 4 overall. I’m really proud to ...

In the world of data, mastering key statistical concepts can set you apart. Whether you’re diving into data science, data analysis, AI, or just looking to make data-driven decisions, these princ...