# \#large-language-model **URL:** https://community.deeplearning.ai/tag/large-language-model/45.md [Latest](https://community.deeplearning.ai/latest.md) · [Categories](https://community.deeplearning.ai/categories.md) · [Tags](https://community.deeplearning.ai/tags.md) --- ## [RAG : Best Precision possible?](https://community.deeplearning.ai/t/rag-best-precision-possible/889341)
**Author:** [@asalem66](https://community.deeplearning.ai/u/asalem66)\ **Replies:** 5\ **Last updated:** [July 2, 2026, 8:19pm UTC](https://community.deeplearning.ai/t/rag-best-precision-possible/889341 "2026-07-02T20:19:20Z")
Hello Which best precision can be expected from a RAG ? I mean, given a test set of N Questions & Expected answers, of course being representative of the questions the RAG is supposed to handle, Precision = {good answ… --- ## [RAG for college course catelog](https://community.deeplearning.ai/t/rag-for-college-course-catelog/563263)
**Author:** [@seogenis](https://community.deeplearning.ai/u/seogenis)\ **Replies:** 3\ **Last updated:** [November 27, 2025, 5:10am UTC](https://community.deeplearning.ai/t/rag-for-college-course-catelog/563263 "2025-11-27T05:10:19Z")
Hello! I’m currently a university student and my latest project aims to develop an LLM specifically designed to assist students in navigating our university’s course catalog. The goal is to create a tool that is not onl… --- ## [Difference between Model Context Protocol (MCP) and Post-Training](https://community.deeplearning.ai/t/difference-between-model-context-protocol-mcp-and-post-training/848596)
**Author:** [@hanif001](https://community.deeplearning.ai/u/hanif001)\ **Replies:** 1\ **Last updated:** [September 9, 2025, 9:37am UTC](https://community.deeplearning.ai/t/difference-between-model-context-protocol-mcp-and-post-training/848596 "2025-09-09T09:37:02Z")
This is my understanding of the two: MCPs can help LLM use ‘tool’ and ‘resources’ and combine with knowledge it was trained on to suggest a response to the prompt. Post-training is a way to tune LLMs on specialized dat… --- ## [Week 1: Computational challenges of training LLMs](https://community.deeplearning.ai/t/week-1-computational-challenges-of-training-llms/724157)
**Author:** [@agarwalamit081](https://community.deeplearning.ai/u/agarwalamit081)\ **Replies:** 3\ **Last updated:** [November 18, 2024, 5:37am UTC](https://community.deeplearning.ai/t/week-1-computational-challenges-of-training-llms/724157 "2024-11-18T05:37:17Z")
Generative AI with Large Language Models Week 1: Computational challenges of training LLMs Why are only the weights quantized and not the model parameters? Also, would it make sense to standardize/normalize the model … --- ## [Week 1: Pretraining Large Language Models](https://community.deeplearning.ai/t/week-1-pretraining-large-language-models/723957)
**Author:** [@agarwalamit081](https://community.deeplearning.ai/u/agarwalamit081)\ **Replies:** 1\ **Last updated:** [November 17, 2024, 7:00am UTC](https://community.deeplearning.ai/t/week-1-pretraining-large-language-models/723957 "2024-11-17T07:00:39Z")
Generative AI With LLMs Week 1: Pretraining Large Language Models Significance of scale The larger a model, the more likely it is to work as needed to without additional in-context learning or further training. This … --- ## [Microsoft's Vision for AI-Driven Business](https://community.deeplearning.ai/t/microsofts-vision-for-ai-driven-business/716077)
**Author:** [@UTCLI-Solutions](https://community.deeplearning.ai/u/UTCLI-Solutions)\ **Replies:** 0\ **Last updated:** [October 30, 2024, 8:58am UTC](https://community.deeplearning.ai/t/microsofts-vision-for-ai-driven-business/716077 "2024-10-30T08:58:58Z")
Microsoft has expanded its Copilot platform, bringing autonomous AI agents designed to streamline and transform business operations. Let’s see what it is offering: Automation through Copilot Studio Businesses can now … --- ## [Seeking Collaboration: Join My Exciting Gen-AI Music Generation Project!](https://community.deeplearning.ai/t/seeking-collaboration-join-my-exciting-gen-ai-music-generation-project/667103)
**Author:** [@p\_bhavya](https://community.deeplearning.ai/u/p_bhavya)\ **Replies:** 8\ **Last updated:** [July 29, 2024, 12:52pm UTC](https://community.deeplearning.ai/t/seeking-collaboration-join-my-exciting-gen-ai-music-generation-project/667103 "2024-07-29T12:52:01Z")
Hello guys!! I’m looking for someone to collaborate on my project, which is basically a Gen-AI project. Project Description: Music Generation This project requires skills in generative AI, LLM, ML, and Neural Networks… --- ## [Immigration Assistant AI Chatbot](https://community.deeplearning.ai/t/immigration-assistant-ai-chatbot/562946)
**Author:** [@dcnguyen060899](https://community.deeplearning.ai/u/dcnguyen060899)\ **Replies:** 4\ **Last updated:** [July 24, 2024, 3:25pm UTC](https://community.deeplearning.ai/t/immigration-assistant-ai-chatbot/562946 "2024-07-24T15:25:09Z")
Hi Everyone, I am currently working an interest project supporting international student at my University as alumnus. The program, acts as a consultant, is assisting new-comers with up-to-date immigration policy, univer… --- ## [Fine-tuning on theoretical knowledge vs. practical examples](https://community.deeplearning.ai/t/fine-tuning-on-theoretical-knowledge-vs-practical-examples/646505)
**Author:** [@derkdoel](https://community.deeplearning.ai/u/derkdoel)\ **Replies:** 1\ **Last updated:** [June 13, 2024, 12:11pm UTC](https://community.deeplearning.ai/t/fine-tuning-on-theoretical-knowledge-vs-practical-examples/646505 "2024-06-13T12:11:47Z")
Hey everyone, I’ve been diving into the world of fine-tuning language models, especially for creating high-quality courses. Important aspect of high quality courses are: ensuring the course structure is well-organized, … --- ## [How to extend the knowledge base of an AI model?](https://community.deeplearning.ai/t/how-to-extend-the-knowledge-base-of-an-ai-model/586737)
**Author:** [@jitendraharpalani](https://community.deeplearning.ai/u/jitendraharpalani)\ **Replies:** 1\ **Last updated:** [March 11, 2024, 6:01pm UTC](https://community.deeplearning.ai/t/how-to-extend-the-knowledge-base-of-an-ai-model/586737 "2024-03-11T18:01:47Z")
I am using the GPT 4 model as my LLM for an application. There is information about my project that is stored in my database and not known to the LLM. I want the LLM to train over that data as well and answer the user’s … --- ## [Thesis Topic on Generative AI](https://community.deeplearning.ai/t/thesis-topic-on-generative-ai/563865)
**Author:** [@ximsakib](https://community.deeplearning.ai/u/ximsakib)\ **Replies:** 2\ **Last updated:** [March 9, 2024, 11:01am UTC](https://community.deeplearning.ai/t/thesis-topic-on-generative-ai/563865 "2024-03-09T11:01:18Z")
Hello ! I am a very new member of this group and to this field. Know less then almost everyone of this group. Thats a good thing, I mean it feels good to be around the intelligent people. My Question is, I’m still doin… --- ## [LLM Paper - Knowledge](https://community.deeplearning.ai/t/llm-paper-knowledge/569155)
**Author:** [@Stav28](https://community.deeplearning.ai/u/Stav28)\ **Replies:** 6\ **Last updated:** [February 18, 2024, 4:50pm UTC](https://community.deeplearning.ai/t/llm-paper-knowledge/569155 "2024-02-18T16:50:17Z")
In Attention is all you need paper it mentioned the “Learned Embedding” that they used in Transformer, did they use CBOW, Glove or any other methods. Or they use nn.Embeding and train it with model training step for upda… --- ## [URL phishing detection using RAGs and LLMs](https://community.deeplearning.ai/t/url-phishing-detection-using-rags-and-llms/566357)
**Author:** [@rspotpelwar](https://community.deeplearning.ai/u/rspotpelwar)\ **Replies:** 0\ **Last updated:** [February 6, 2024, 10:55am UTC](https://community.deeplearning.ai/t/url-phishing-detection-using-rags-and-llms/566357 "2024-02-06T10:55:53Z")
Is anyone working in URL phishing detection using RAGs and LLMs --- ## [Jupy Video - Explaining complex topics with video walkthroughs](https://community.deeplearning.ai/t/jupy-video-explaining-complex-topics-with-video-walkthroughs/565040)
**Author:** [@filo](https://community.deeplearning.ai/u/filo)\ **Replies:** 0\ **Last updated:** [February 4, 2024, 1:43pm UTC](https://community.deeplearning.ai/t/jupy-video-explaining-complex-topics-with-video-walkthroughs/565040 "2024-02-04T13:43:24Z")
Hello everyone! We are working on a Jupy Video, where we generate video walkthroughs from Jupyter notebooks. This is our first project where, for the first time, we use our knowledge from deeplearning courses on LLMs an… --- ## [Find, Build And Change The World - Let's Create AI Solutions Together](https://community.deeplearning.ai/t/find-build-and-change-the-world-lets-create-ai-solutions-together/565002)
**Author:** [@janmarynarz99](https://community.deeplearning.ai/u/janmarynarz99)\ **Replies:** 0\ **Last updated:** [February 4, 2024, 12:15pm UTC](https://community.deeplearning.ai/t/find-build-and-change-the-world-lets-create-ai-solutions-together/565002 "2024-02-04T12:15:31Z")
Hello AI Group, I’m Piotr and I am the Product Manager at one of the largest software houses in Poland. Over the past few months, we’ve started an exciting venture - an AI chapter within our organization. The aim was to… --- ## [How do you approach the use of embeddings and LLMs in non-english languages (e.g. French)?](https://community.deeplearning.ai/t/how-do-you-approach-the-use-of-embeddings-and-llms-in-non-english-languages-e-g-french/564399)
**Author:** [@jlchereau](https://community.deeplearning.ai/u/jlchereau)\ **Replies:** 0\ **Last updated:** [February 3, 2024, 11:37am UTC](https://community.deeplearning.ai/t/how-do-you-approach-the-use-of-embeddings-and-llms-in-non-english-languages-e-g-french/564399 "2024-02-03T11:37:02Z")
Not a great choice of base LLMs for fine-tuning in French (any decent equivalent of (monolingual) T5-base? Multilingual LLMs come with fat (mT5-base = 2.3GB, T5-base=0.9GB) What about embeddings, especially for vector d… --- ## [🔮 Visualising RAGs with RAGxplorer (Inspired by Advanced Retrieval course)](https://community.deeplearning.ai/t/visualising-rags-with-ragxplorer-inspired-by-advanced-retrieval-course/560199)
**Author:** [@gabrielchua](https://community.deeplearning.ai/u/gabrielchua)\ **Replies:** 4\ **Last updated:** [January 31, 2024, 3:10am UTC](https://community.deeplearning.ai/t/visualising-rags-with-ragxplorer-inspired-by-advanced-retrieval-course/560199 "2024-01-31T03:10:18Z")
Inspired by the Advanced Retrieval course, I built RAGxplorer. It is an open-source tool to visualise RAG documents in the reduced embedding space. It comes with a very simple and familiar API. from ragxplorer impor… --- ## [In browser locally run LLMs](https://community.deeplearning.ai/t/in-browser-locally-run-llms/561862)
**Author:** [@frank9000](https://community.deeplearning.ai/u/frank9000)\ **Replies:** 1\ **Last updated:** [January 31, 2024, 12:43am UTC](https://community.deeplearning.ai/t/in-browser-locally-run-llms/561862 "2024-01-31T00:43:39Z")
I built a website that runs LLMs locally in the browser using WebGPU and WebAssembly. Looking for feedback and suggestions to what models I should add next. --- ## [KeepYourMouthShut - An open-source 360-degree podcast solution](https://community.deeplearning.ai/t/keepyourmouthshut-an-open-source-360-degree-podcast-solution/558121)
**Author:** [@rajtilakjee](https://community.deeplearning.ai/u/rajtilakjee)\ **Replies:** 1\ **Last updated:** [January 29, 2024, 10:15pm UTC](https://community.deeplearning.ai/t/keepyourmouthshut-an-open-source-360-degree-podcast-solution/558121 "2024-01-29T22:15:57Z")
KeepYourMouthShut is an AI-assisted open-source app that provides a 360-degree podcast solution. It has a developer-first approach for creating entire episodes of podcasts without requiring any expensive equpment or set… --- ## [Seeking Insights and Guidance for LinguaGenius Project](https://community.deeplearning.ai/t/seeking-insights-and-guidance-for-linguagenius-project/559894)
**Author:** [@Tafar](https://community.deeplearning.ai/u/Tafar)\ **Replies:** 0\ **Last updated:** [January 29, 2024, 8:44pm UTC](https://community.deeplearning.ai/t/seeking-insights-and-guidance-for-linguagenius-project/559894 "2024-01-29T20:44:12Z")
Introduction I am reaching out to this esteemed community with great enthusiasm and eagerness to seek insights and guidance for a project I am currently working on – LinguaGenius. LinguaGenius Overview LinguaGenius is a… --- ## [RAGs (Retrieval Augmentation Generation)](https://community.deeplearning.ai/t/rags-retrieval-augmentation-generation/558576)
**Author:** [@abhishekdotai](https://community.deeplearning.ai/u/abhishekdotai)\ **Replies:** 0\ **Last updated:** [January 29, 2024, 4:42pm UTC](https://community.deeplearning.ai/t/rags-retrieval-augmentation-generation/558576 "2024-01-29T16:42:57Z")
RAGs are a combination of LLMs and Retrieval models. They give capabilities to LLMs to fetch the newest data and produce contextual results. That is being integrated into Microsoft’s Search Engine Bing. --- ## [PDF Based Chatbot using OpenAI](https://community.deeplearning.ai/t/pdf-based-chatbot-using-openai/558077)
**Author:** [@Venkat\_VK](https://community.deeplearning.ai/u/Venkat_VK)\ **Replies:** 0\ **Last updated:** [January 29, 2024, 3:37pm UTC](https://community.deeplearning.ai/t/pdf-based-chatbot-using-openai/558077 "2024-01-29T15:37:42Z")
PDF based ChatBot using OpenAI,LangChain (Streamlit) OBJECTIVE: The project’s goal is to create a chatbot that can quickly summarise your books’ contents. Project Diagram STEPS TO FOLLOW IN THIS PROJECT: 1. Git c… --- ## [How to perform Model Parallel in Tensorflow?](https://community.deeplearning.ai/t/how-to-perform-model-parallel-in-tensorflow/557226)
**Author:** [@Stav28](https://community.deeplearning.ai/u/Stav28)\ **Replies:** 2\ **Last updated:** [January 28, 2024, 5:56pm UTC](https://community.deeplearning.ai/t/how-to-perform-model-parallel-in-tensorflow/557226 "2024-01-28T17:56:46Z")
We have Mirror Strategy which uses Data Parallel. Is Model parallel available in TF? What about ZeRO Parallel technique?