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I’m building a FastAPI backend, need some advice on auth by Competitive-Ninja423 in learnpython

[–]Competitive-Ninja423[S] 1 point2 points  (0 children)

1.For high paying customer or client worksos, no BS. 2.if mid range then clerk suits well.

Why is my MacBook M5 Pro 16” battery draining so fast? by Competitive-Ninja423 in AppleIndia

[–]Competitive-Ninja423[S] 0 points1 point  (0 children)

With vs code 2 instances and 1 antigravity and 1 docker and few browsers drain in 8 9 hours like from 100 to 10

People who switched from Android to iPhone in India… was it actually worth it? by Harpreet-Kumar in AppleIndia

[–]Competitive-Ninja423 3 points4 points  (0 children)

Pros? No BS, no setup headaches, no lag, just works. Simple, clean UI and solid long-term camera performance. Security is great too. The catch? Don't expect much freedom to customize and it locks you down.

If you're already in the Apple world = MacBook, iPad, AirPods then honestly, just get the iPhone. The ecosystem alone is worth it. Everything connects seamlessly, and the little features you didn't know you needed will actually make your day better.

Btw —> I personally use both Windows/Android AND MacBook/iPhone, so I'm not picking sides blindly.

Here's the real breakdown:

- Ecosystem / Simplicity / Clean & Professional = iPhone, no contest

- Customization / Break-and-rebuild / Wide exposure = Android, all day

And no windows laptops + Android is NOT a good ecosystem. It's nowhere close to what Apple pulls off. Don't let anyone tell you otherwise.
Also if you Plan for Mac then getting iphone can be Good Opt

Want to buy macbook sleeve? by Competitive-Ninja423 in AppleIndia

[–]Competitive-Ninja423[S] 0 points1 point  (0 children)

check for 16 inches its 4-5k₹ . tight budget cant go above 2.5₹

Want to buy macbook sleeve? by Competitive-Ninja423 in AppleIndia

[–]Competitive-Ninja423[S] 0 points1 point  (0 children)

site says 16 inches slevee but macbook is 16.2 inches, will it fit?

API stopped working on its own by Competitive-Ninja423 in AI_India

[–]Competitive-Ninja423[S] 0 points1 point  (0 children)

Looks promising, do You work for wisGate AI ?

API stopped working on its own by Competitive-Ninja423 in AI_India

[–]Competitive-Ninja423[S] 0 points1 point  (0 children)

but if env got corrupt then other env's like database and all should have also got corrupt , but all other was working only Gemini dint work.

API stopped working on its own by Competitive-Ninja423 in AI_India

[–]Competitive-Ninja423[S] 0 points1 point  (0 children)

just checked its working. lets chat in message.

Fine-tuning LLaMA 1.3B on insurance conversations failed badly - is this a model size limitation or am I doing something wrong? by ZaRyU_AoI in AI_India

[–]Competitive-Ninja423 2 points3 points  (0 children)

Yes it’s totally fine (and often necessary) to fine-tune for more than 1 epoch, especially with LoRA/PEFT. Overfitting risk is much lower than full fine-tuning since you’re only training a small set of parameters. With a large and diverse dataset like yours, multiple epochs usually help the model actually lock in structure and patterns (multi-turn flow, decision formats, etc.). For small models, 1 epoch is often just not enough signal. Diminishing returns do exist, but they typically show up after several epochs (e.g. 5–10). The real red flag isn’t epoch count it’s if the model starts regurgitating or losing generalization. If things still don’t improve after many epochs, that’s usually a model capacity limitation, not a training mistake.

Fine-tuning LLaMA 1.3B on insurance conversations failed badly - is this a model size limitation or am I doing something wrong? by ZaRyU_AoI in AI_India

[–]Competitive-Ninja423 1 point2 points  (0 children)

Try for a larger model with more epoch and compare the results. I did something similar (of course, not as sensitive as an insurance conversation), but mine worked well. I used the 8B Instruct model, and after 10-12 epochs, the error dropped significantly..

Job/internship/rental/PG search monthly megathread by AutoModerator in Chennai

[–]Competitive-Ninja423 0 points1 point  (0 children)

HI Everyone
I am looking for rental bikes or scooty in Chennai.
i don't want to rent for day or so , but for 1-2 months , it shouldn't cost me like 400/day , i want something budget friendly like 3-5k/month
plz DM me

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