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My two different styles of writing code

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⌨️ Advances in private training for production on-device language models

Language models that predict the next word are a key technology for many AI applications. Learn how years of research became the basis for training Google's language models

⌨️ Source

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Ceiling is being raised. cursor's copilot helped us write "superhuman code" for a critical feature. We can read this code, but VERY few engineers out there could write it from scratch.

⌨️ Via Jrysana

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The game engine is working, but there is one nuance 🐕

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Moon dream 2 has been released!

MD2 is a miniature, fast and open source 1.8B parameter vision language model that requires less than 5 GB of memory to run.

▪Project: https://moondream.ai
▪Code: https://github.com/vikhyat/moondream
▪Demo: https://huggingface.co/spaces/vikhyatk/moondream2

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⚡️ Training Neural Networks From Scratch with Parallel Low-Rank Adapters

Pre-learning from scratch with LoRA on multiple GPUs.

Article: https://arxiv.org/abs/2402.16828
Project: https://minyoungg.github.io/LTE/

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⚡️ Streamline Analyst: A Data Analysis AI Agent

Streamline-Analyst AI agent based on LLM, which optimizes the entire data analysis process.

Source

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Lol 😜

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💼 Enhance your linkedIn profile in 2024: A @freelance guide 🌐

Are you leveraging your LinkedIn to its full potential?

Here's how to make your profile stand out in 2024:

1️⃣ Perfect profile picture:
Choose a photo that's professional and approachable.

2️⃣ Impactful background image:
Use a background image that narrates your professional story.

3️⃣ Dynamic headline:
Be more than your job title. Showcase your expertise and passion.

4️⃣ Engaging summary:
Share your journey and mission, beyond just skills and roles.

5️⃣ Buzzword cleanup:
Stand out by showing your skills, not just using trendy words.

6️⃣ Skill showcase & endorsements:
Keep your skillset updated and endorsed.

7️⃣ Power of recommendations:
Seek personal testimonials for credibility.

8️⃣ Learning and development:
Display relevant courses and certificates.

9️⃣ Content engagement:
Share and comment on industry-related insights.

1️⃣0️⃣ Build your network:
Regularly connect with industry peers and mentors.

Your LinkedIn profile is your digital handshake. Make it count! 😉

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📊Tips for Freelancers pt.1

▶️Track your numbers to monitor performance and trends. However, it is really important to maintain an overall view of how well you’re performing.

Even a basic Excel spreadsheet of what you’ve billed each month to each client will help you to spot seasonal trends and notice if certain customer’s workloads are falling.

▶️Take deposits
Over time, you gain a sense of how much you can trust people. But the same doesn’t apply to everyone. Always make sure you protect yourself and your valuable time. If this means negotiating that a client pays some money up-front, please be sure to do it.

▶️Always keep in mind the total cost of delivering your services. Whether you charge per project, by the hour, or by the day, the headline rate you charge never ends up in your pocket in full.

You need to think about how much tax you pay, how much time you lose to related admin tasks, and how many other costs you have to think about – which could include anything from insurance cover to software tools.

▶️Stay in touch with your accountant regularly for financial guidance and updates on tax situations.

▶️Avoid over-discounting and hold out for clients who value your worth. But offering discounts as a matter, of course, or because you’re desperate to get work in, isn’t so wise. It’s usually better to hold out for the clients who are willing to pay what you’re worth.

▶️Stay politically aware, even if you run a mile from all things political, you really needs to stay abreast of what’s going on in the the corridors of power if you’re a freelancer.

🔔Don't forget to use these tips and successfully complete the tasks assigned to you

🔗Source

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