The hottest Training Substack posts right now

And their main takeaways
Category
Top Technology Topics

ByteDance's new fine-tuning technique boost LLMs for reasoning tasks

TechTalks • 314 implied HN points • 22 Jan 24
🕹 Technology AI Machine Learning Algorithm Research Training
  1. A new fine-tuning technique called Reinforced Fine-Tuning improves large language models for reasoning tasks.
  2. Reinforced Fine-Tuning combines supervised fine-tuning with reinforcement learning to enhance reasoning capabilities.
  3. ReFT helps models discover new reasoning paths without needing extra training data and outperforms traditional fine-tuning methods on reasoning benchmarks.

MAIL TIME!!!!⏱

The Lap Count • 530 implied HN points • 29 Mar 23
🎾 Sports Running Athletes Events Training Racing
  1. Next Best Run is a coaching service for runners launched by elite athletes.
  2. The Lap Count newsletter features a segment with questions from readers about various running topics.
  3. There is discussion about potential candidates for sponsored contracts in the running world.
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Zanzibar Training Camp

Splattern • 59 implied HN points • 21 Jun 24
🏝 Travel Adventure Culture Charity Training Health
  1. Zanzibar has a dark history as a major slave trading hub in the 1800s, where people of all backgrounds were involved in slavery.
  2. There is a strong sense of community and hospitality in Africa, which can make traveling without a support vehicle safer than expected.
  3. Charity work can have different approaches, and it's fulfilling to support organizations that have a direct impact, like one that operates a children's hospital in East Africa.

Positional optionality

Mets Fix • 235 implied HN points • 08 Feb 24
🎾 Sports Baseball Training
  1. Baseball season is starting, with Mets players already practicing in Port St. Lucie.
  2. Pitchers and catchers are reporting in 4 days.
  3. Access Mets Fix posts with a 7-day free trial subscription.

Is Chess a Game of Luck?

Zwischenzug • 471 implied HN points • 14 May 23
🎾 Sports Chess Luck Results Training
  1. Chess is a game of skill, not luck. Players have full control over their moves.
  2. There is still some luck involved in chess, such as external distractions or unexplained variations in performance.
  3. To improve in chess, focus on the process, consider long-term results, and seek outside perspectives for feedback.

Policymakers in several African countries are on the wrong side of the medical professionals "brain drain" debate

An Africanist Perspective • 415 implied HN points • 21 Apr 23
🌍 World Politics Medical Professionals Training Policy Healthcare
  1. The shortage of medical professionals in several African countries is a real concern, with low physician-to-patient ratios impacting healthcare accessibility.
  2. Banning the emigration of medical professionals may not address the root causes of the shortage. Instead, investing in expanding training, wages, and incentives locally could be a more effective solution.
  3. Emigration of high-skilled professionals, like doctors, can be viewed as exporting high-skilled services and can potentially benefit both the sending and receiving countries through remittances and skill development.

Adventures in Zone 2 Cardio Training | Part 1

Harnessing the Power of Nutrients • 1118 implied HN points • 29 Sep 22
🏥 Health & Wellness Fitness Training Metabolism Endurance Measurement
  1. Zone 2 cardio training is essential for metabolic health and involves moderate intensity fat-burning exercise that can be sustained for an hour.
  2. Training in Zone 2 can improve endurance, fat oxidation, and lactate clearance in slow-twitch muscle fibers, benefiting overall fitness and potentially impacting fasting tolerance.
  3. Measuring lactate levels using a meter provides precise feedback for optimal training intensity in Zone 2, leading to rapid progress and efficient workouts.

MLOps Basics - For Data Engineers.

Data Engineering Central • 393 implied HN points • 15 May 23
🕹 Technology Machine Learning Data Engineering MLOps Training Automation
  1. Working on Machine Learning as a Data Engineer is not as hard as it seems - it falls somewhere in the middle of difficulty.
  2. Machine Learning work for Data Engineers focuses on MLOps like feature stores, model prediction, automation, and metadata storage.
  3. The key aspects of MLOps include automating tasks, using tools like Apache Airflow, and managing metadata for a stable ML environment.

Import AI 330: Palantir's AI-War future; BLOOMChat; and more money for distributed AI training

Import AI • 399 implied HN points • 22 May 23
🕹 Technology AI Models Funding Regulation Training
  1. Palantir is making a big bet on AI for defense and intelligence, integrating it with large language models to enhance capabilities for conflict-based scenarios.
  2. SambaNova introduces BLOOMChat as a competitor to chatGPT, showcasing the ongoing race between open source models and proprietary ones in the field of AI development.
  3. Startup Together.xyz secures $20m in funding to promote open source and decentralized AI development, aiming to make AI training more accessible and widespread.

✍️ Journalism Awards, Events, Fellowships and Trainings ✍️ — January 12

Inside The Newsroom • 216 implied HN points • 12 Jan 24
🚌 Education Awards Fellowships Events Training Webinar
  1. The post highlights various journalism awards, events, fellowships, and trainings available, including details on the programs, deadlines, and organizations offering them.
  2. There is a focus on opportunities for journalists to improve their skills, such as through leadership training, investigative reporting fellowships, and workshops on topics like newsroom safety and campaign finance reporting.
  3. Employers and recruiters can access promotion opportunities for job openings, while journalists can earn free paid subscriptions through a referral program.

Jobs and Opps at The Stage, ITV, Hyphen, Tes, DEVELOP3D, and Many, Many More ❄️

Journo Resources - The Opportunities • 238 implied HN points • 09 Jan 24
💼 Business Jobs Opportunities Events Media Training
  1. There are many journalism jobs and opportunities available at various organizations.
  2. Consider pre-ordering a copy of the Journo Resources magazine to support the creation of new resources for journalists.
  3. Attend online events and workshops to enhance your journalism career and skills.

Democratizing AI: MosaicML's Impact on the Open-Source LLM Movement

Deep (Learning) Focus • 255 implied HN points • 03 Jul 23
🕹 Technology AI Open Source Software Models Training
  1. Creating a more powerful base model is crucial for improving downstream applications of Large Language Models (LLMs).
  2. MosaicML's release of MPT-7B and MPT-30B has revolutionized the open-source LLM community by offering high-performing, commercially-usable models for practitioners in AI.
  3. MPT-7B and MPT-30B showcase innovations like ALiBi, FlashAttention, and low precision layer norm, leading to faster training, better performance, and support for longer context lengths.

Guess who’s running a marathon?

Running Probably • 139 implied HN points • 09 Feb 24
🎾 Sports Running Marathon Training Fitness Injury
  1. The author's coach focuses on speed workouts during the offseason, emphasizing long tempos and shorter threshold work for marathon training without big volume.
  2. Focusing on speed in running can be enjoyable as it leads to improved fitness and faster pace if done properly.
  3. Despite a negative experience in the past, the author's perspective on running a marathon has changed, showing that people's views and goals can evolve over time.

Ohio is buying mobile shoot houses to train armed teachers

School Shooting Data Analysis and Reports • 39 implied HN points • 29 May 24
🇺🇸 U.S. Politics School Safety Education Training Policy
  1. Ohio is purchasing mobile shoot houses to train armed teachers. These structures don't align with real-world school shooting scenarios.
  2. The mobile shoot houses may not effectively train teachers for school shooting situations. The cost and logistics of training teachers to use these facilities can add up to millions of dollars.
  3. The purchase of shoot houses raises questions about budget priorities and effectiveness in enhancing school safety. Prioritizing such equipment over addressing budget deficits may be considered 'security theater.'

How to train ChatGPT on your own text (train a text AI to generate content about your docs, book, website, etc)

Mythical AI • 235 implied HN points • 19 Feb 23
🕹 Technology AI Chatbots Models Training Applications
  1. Large language models like ChatGPT can summarize articles, write stories, and engage in conversations.
  2. To train ChatGPT on your own text, you can use methods like giving the AI data in the prompt, fine-tuning a GPT3 model, using a paid service, or using an embedding database.
  3. Interesting use cases for training GPT3 on your own data include personalized email generators, chatting in the style of famous authors, creating blog posts, chatting with an author or book, and customer service applications.

The GPT-4 Generation: Why Are the Best AI Models Equally Intelligent?

The Algorithmic Bridge • 233 implied HN points • 06 Mar 24
🕹 Technology AI Models Intelligence Behavior Training
  1. Top AI models like GPT-4, Gemini Ultra, and Claude 3 Opus are at a similar level of intelligence, despite differences in personality and behavior.
  2. Different AI models can display unique behaviors due to factors like prompts, prompting techniques, and system prompts set by AI companies.
  3. Deeper layers of AI models, such as variations in training, architecture, and data, contribute to the differences in behavior and performance among models.

My First Ironman 70.3

Venture Prose • 219 implied HN points • 21 May 23
🎾 Sports Athletics Training Mindset Endurance
  1. The struggle in a challenge helps you grow and reach new levels of achievement.
  2. Facing constraints can actually push you to achieve more than you thought possible.
  3. It's important for entrepreneurs to spend wisely and maintain a high rhythm, even when they have a large budget.

Learning from KC Chiefs Parade: Free virtual exercise for shootings at school events

School Shooting Data Analysis and Reports • 99 implied HN points • 16 Feb 24
🏥 Health & Wellness School Safety Emergency Management Training Risk Assessment Crisis response
  1. Emergency management exercises help test preparedness for various emergencies, like shootings at school events.
  2. Most school shootings stem from escalated disputes, not deliberate attacks targeting students.
  3. School officials need comprehensive planning beyond 'active shooter' strategies to effectively respond to emergencies.

Volume control

Beck of the Pack • 117 implied HN points • 23 Jan 24
🏥 Health & Wellness Running Training Recovery Time management
  1. Training volume needs to be tailored to individual runners, even with similar abilities and goals.
  2. Training volume can increase over time as the body adapts, but recovery is key to avoid overtraining.
  3. Be cautious of running high mileage just for the sake of it, balance volume with quality workouts for optimal performance.

Town Square #2: Kipchoge training partner caught blood doping

Honest Sport • 39 implied HN points • 18 May 24
🎾 Sports Athletics Doping Coaching Training Regulations
  1. Rodgers Kwemoi received a six-year ban for blood doping, marking him as the first Kenyan athlete to be disqualified from the Olympics due to doping.
  2. He was coached by Patrick Sang, who has had multiple athletes caught doping, raising questions about coaches' awareness of their athletes' actions.
  3. Doping continues to be a serious issue in athletics, damaging the sport's credibility and the reputation of Kenyan athletes.

Developer security education products are pointless

Frankly Speaking • 254 implied HN points • 19 Dec 23
🕹 Technology Security Training Developers Education
  1. Developer security education products are seen as features, not platforms or products.
  2. There is a growing importance on in-depth security education for developers, especially in regulated industries.
  3. Developer security education focuses on teaching developers how to identify vulnerabilities and adopt secure development practices, often following the OWASP Top 10 guidelines.

Week #2: Intuition Behind Conformal Prediction

Mindful Modeler • 379 implied HN points • 27 Dec 22
🔬 Science Data science Machine Learning Statistics Training Model Evaluation
  1. Conformal prediction for classification works by ordering predictions from certain to uncertain, dividing them based on a user-defined confidence level.
  2. Conformal prediction consists of three main steps: training, calibration, and prediction, following a similar recipe across different algorithms.
  3. Different resampling strategies like k-fold cross-splitting and jackknife are used in conformal prediction, offering a balance between computation cost and prediction accuracy.

Getting Started with LoRAs + Vodka Photorealism

followfox.ai’s Newsletter • 176 implied HN points • 15 Jun 23
🕹 Technology AI Training Modeling
  1. The post discusses getting started with LoRAs and creating a photorealistic LoRA for Vodka models.
  2. It includes steps like downloading and using a LoRA, training the first LoRA, and finally fine-tuning a custom LoRA for photorealistic results.
  3. The process involves using specific tools, datasets, and parameters to train LoRAs, and explores possibilities for creating high-quality, realistic images.

All the Microsoft Ninja Training I Know About

Rod’s Blog • 218 implied HN points • 05 Jan 23
🕹 Technology Microsoft Training Security
  1. There's a significant interest in Microsoft security certifications, and there are excellent 'Ninja' training resources by Microsoft product teams available for those seeking certifications.
  2. The 'Ninja' trainings cover a range of Microsoft Defender products, Sentinel, compliance tools, and more, providing valuable knowledge and skills for professionals in the security domain.
  3. The term 'Ninja' in the trainings comes from the creator's daughter's cat, not necessarily the traditional ninja-samurai symbolism.