ai-learning

bbycroft.net

LLM Visualization

A 3D animated visualization of an LLM with a walkthrough.

商益

【快訊】Google閃電發表最新AI模型！看得見、能交談的多模態生成式 AI「Gemini」 - 商益

Google 稍早（美國時間 6 日）閃電推出最新生成式 AI 模型 Gemini。 Gemini 的特別之處在於，它從零開始時、就被設計為一個多模態學習的模型。以影片為例，一名女子一邊準備蔬菜煎蛋捲的材料，一邊與 Gemini 口語對話討論食譜，依照 Gemini 的指示一步步完成料理。

arXiv.org

Magicoder: Source Code Is All You Need

We introduce Magicoder, a series of fully open-source (code, weights, and data) Large Language Models (LLMs) for code that significantly closes the gap with top code models while having no more than 7B parameters. Magicoder models are trained on 75K synthetic instruction data using OSS-Instruct, a novel approach to enlightening LLMs with open-source code snippets to generate high-quality instruction data for code. Our main motivation is to mitigate the inherent bias of the synthetic data generated by LLMs by empowering them with a wealth of open-source references for the production of more diverse, realistic, and controllable data. The orthogonality of OSS-Instruct and other data generation methods like Evol-Instruct further enables us to build an enhanced MagicoderS. Both Magicoder and MagicoderS substantially outperform state-of-the-art code models with similar or even larger sizes on a wide range of coding benchmarks, including Python text-to-code generation, multilingual coding, and data-science program completion. Notably, MagicoderS-CL-7B based on CodeLlama even surpasses the prominent ChatGPT on HumanEval+ (66.5 vs. 65.9 in pass@1). Overall, OSS-Instruct opens a new direction for low-bias and high-quality instruction tuning using abundant open-source references.

ise-uiuc/magicoder

Magicoder: Source Code Is All You Need

hackmd.io

HackMD - Collaborative Markdown Knowledge Base

YouTube

正體中文開源資料集 社群課程：大語言模型的民主化

#正體中文開源資料集社群課程【大語言模型的民主化】線上直播時間：2023年12月12日，晚上8:00-8:30課程簡報 <https://www.canva.com/design/DAFzN3te2_Y/lQS9_mNO5nRzY83JCXFImA/viewg0v> tw hackath56n — 中場短講 — 從 ...

YouTube

實證臨床決策支援系統中的生成式AI

CNBC

OpenAI and Axel Springer strike unprecedented deal to offer news in ChatGPT

OpenAI and Axel Springer, the global news publisher, have struck an unprecedented deal allowing ChatGPT to summarize news stories.

Mozilla Innovations

llamafile: bringing LLMs to the people, and to your own computer

accupass.com

《時代》百大AI影響力人物－李飛飛博士　唯一新書演講｜Accupass 活動通

李飛飛博士，是全球極具影響力的AI領域學者，被李開復譽為「AI領域的良心和先驅者」。天下文化特別邀請到李飛飛本人，以及台大資工系副教授陳縕儂，一起在線上和大家談談新書《AI科學家李飛飛的視界之旅》。邀請各階段的家長、教育者，或關心AI如何影響未來的讀者，把握機會，加入李飛飛博士唯一新書線上演講。

g0v.hackmd.io

司改會xSMC 20231217 講座紀錄 - HackMD

YouTube

AI and Clinical Practice—Can AI Accelerate Medical Education?

民視有透過 ChatGPT 去摘要三個候選人的發言內容 <https://www.facebook.com/FTVNews53/posts/pfbid0F6pp3sTZuQKv8Cz9B3bKhJgpQvfUigZQAc2x5qdghacTQBAeKMLf9Xb6bSGp4zCyl>