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whitebill

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reacted to mlabonne's post with 👍 13 days ago

🆕 LLM Course 2025 edition! I updated the LLM Scientist roadmap and added a ton of new information and references. It covers training, datasets, evaluation, quantization, and new trends like test-time compute scaling. The LLM Course has been incredibly popular (41.3k stars!) and I've been touched to receive many, many messages about how it helped people in their careers. I know how difficult this stuff can be, so I'm super proud of the impact it had. I want to keep updating it in 2025, especially with the LLM Engineer roadmap. Thanks everyone, hope you'll enjoy it! 💻 LLM Course: https://huggingface.co/blog/mlabonne/llm-course

upvoted an article 13 days ago

The Large Language Model Course

reacted to as-cle-bert's post with 🔥 27 days ago

🎉𝐄𝐚𝐫𝐥𝐲 𝐍𝐞𝐰 𝐘𝐞𝐚𝐫 𝐫𝐞𝐥𝐞𝐚𝐬𝐞𝐬🎉 Hi HuggingFacers🤗, I decided to ship early this year, and here's what I came up with: 𝐏𝐝𝐟𝐈𝐭𝐃𝐨𝐰𝐧 (https://github.com/AstraBert/PdfItDown) - If you're like me, and you have all your RAG pipeline optimized for PDFs, but not for other data formats, here is your solution! With PdfItDown, you can convert Word documents, presentations, HTML pages, markdown sheets and (why not?) CSVs and XMLs in PDF format, for seamless integration with your RAG pipelines. Built upon MarkItDown by Microsoft GitHub Repo 👉 https://github.com/AstraBert/PdfItDown PyPi Package 👉 https://pypi.org/project/pdfitdown/ 𝐒𝐞𝐧𝐓𝐫𝐄𝐯 𝐯𝟏.𝟎.𝟎 (https://github.com/AstraBert/SenTrEv/tree/v1.0.0) - If you need to evaluate the 𝗿𝗲𝘁𝗿𝗶𝗲𝘃𝗮𝗹 performance of your 𝘁𝗲𝘅𝘁 𝗲𝗺𝗯𝗲𝗱𝗱𝗶𝗻𝗴 models, I have good news for you🥳🥳 The new release for 𝐒𝐞𝐧𝐓𝐫𝐄𝐯 now supports 𝗱𝗲𝗻𝘀𝗲 and 𝘀𝗽𝗮𝗿𝘀𝗲 retrieval (thanks to FastEmbed by Qdrant) with 𝘁𝗲𝘅𝘁-𝗯𝗮𝘀𝗲𝗱 𝗳𝗶𝗹𝗲 𝗳𝗼𝗿𝗺𝗮𝘁𝘀 (.docx, .pptx, .csv, .html, .xml, .md, .pdf) and new 𝗿𝗲𝗹𝗲𝘃𝗮𝗻𝗰𝗲 𝗺𝗲𝘁𝗿𝗶𝗰𝘀! GitHub repo 👉 https://github.com/AstraBert/SenTrEv Release Notes 👉 https://github.com/AstraBert/SenTrEv/releases/tag/v1.0.0 PyPi Package 👉 https://pypi.org/project/sentrev/ Happy New Year and have fun!🥂

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upvoted an article 13 days ago

Article

The Large Language Model Course

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14 days ago

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upvoted an article about 2 months ago

Article

Use Models from the Hugging Face Hub in LM Studio

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Nov 28, 2024

• 134

upvoted 2 collections 8 months ago

Inference

21 items • Updated Jun 4, 2024 • 5

Multilingual

128 items • Updated Jul 24, 2024 • 11

upvoted a paper 12 months ago

Efficiently Programming Large Language Models using SGLang

Paper • 2312.07104 • Published Dec 12, 2023 • 7