DevRico003

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DevRico003

DevRico003

@DevRico003

AI, DevOps & Fullstack Engineer | Automating the chaos. Hacking the future. ⚡ Tap in for daily drops ⬇️

가입일 Haziran 2020
133 팔로잉12 팔로워
Gamingtronium
Gamingtronium@Gamingtronium·
Hey devs, which processor is actually the best?
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Roni
Roni@ronisarkar_exe·
Developers, you have $20. Which one are you buying? – Claude – Codex – Cursor
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Mohit
Mohit@codewith55·
Just bought a new Windows laptop, What's the first app should i install?
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DevRico003
DevRico003@DevRico003·
@tunahorse21 I tested both the NVIDIA and ASUS versions. I ended up returning the NVIDIA Spark and buying the ASUS instead. If 1TB of storage is enough for you, the ASUS is a great choice for the price, especially compared to the more expensive NVIDIA option.
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tuna🍣
tuna🍣@tunahorse21·
is there a big difference dgx spark vs asus ascent gx10? 5k vs 3.5k for what seems like the same hardware basically?
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DevRico003
DevRico003@DevRico003·
The most important part of my SIBO / IBS fine-tuning project is not the training run. It is the eval repair loop. Every bad answer becomes: 1. a failure category 2. a better training row 3. a regression eval 4. another SFT run Fine-tuning is closer to debugging than magic.
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DevRico003
DevRico003@DevRico003·
I turned 100h+ of gut-health content into a Qwen 3.5 SFT pipeline. 200 videos. 1,891 chunks. 19,304 source claims. 33,705 train rows. 0 train/val overlap. Stack: - DGX Spark - Qwen 3.5 9B - DeepSeek synthetic Q&A - SFT + eval repair loop Goal: a source-grounded IBS & SIBO research assistant.
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DevRico003
DevRico003@DevRico003·
@MiaAI_lab @TheGoldenAnvil can you do some real coding work with DS4F on 2x sparks? I'm considering to buy a second spark but I'm not sure yet.
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JΞNSΞN
JΞNSΞN@jensenloke·
Embarked on a similar journey today. @FireworksAI_HQ killed off my firepass v2 sub; and I didn’t want to run all my bots on gpt. Thanks to @sgcodecampus, I have my hands on a dgx spark, and I run huggingface.co/sjug/Qwen3.5-1… on it. With this my claws can function with tool calling with high fidelity and with multi modal support! @Alibaba_Qwen
Tech2Wild@Tech2Wild

Made a decision today, and I am going 80% local. Moving ALL my agents to DSv4 Flash & Qwen 3.6 27B. Running my orchestrator, ONE Agent on Opus 4.8 to lead the charge. We will build automations & Skills that will help teach and shape the team. Workflows = Success. Wish Me Luck !

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DevRico003
DevRico003@DevRico003·
@cjzafir waitlist form doesn't work. fetch error
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CJ Zafir
CJ Zafir@cjzafir·
Introducing Mac-1-6.6B Benchmarks. Mac-1 is fine-tuned on the Qwen 3.5 (4B + 2B) series dense models. ✅ fine-tuning dataset 670M (handcrafted) ✅ total training rows 113,000+ ✅ prefill + KV cache optimized ✅ achieved 99% accuracy on Q4_K_M quant. ✅ 7GB RAM Required (12GB ideal) ✅ mac battery optimized (runs fast on low power mode) We ran 2500 MacOS scenarios across 487 macOS native tools. Mac-1 beaten all 3 models in all 6 internal benchmarks. Mac-1 is a coworker sitting inside your Mac that retrieves files (better than Finder/Spotlight), sends emails, searches the web, books events, sets reminders, writes notes, and so much more. To get early access, join the waitlist at: macatron.ai (Launching after Apple's WWDC26)
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CJ Zafir@cjzafir

Here's a teaser of our Mac-1 model. > 6.6B model > runs locally (on any Mac) > requires 7GB RAM (12GB ideal) > can use 487 MacOS native tools > perform multi-tool chained tasks > reasoning: ON > output: ~65 tok/s We built a robust application layer around the model to make UI/UX MacOS native. The "model-focused" SaaS era is here. Stay tuned for more.

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Cale
Cale@paycale·
i made over $25,000 building whop apps in last 6 weeks everyone is asking me: "what app do i build?" "what do i charge" "what do creators need?" im put together a 100% free guide with the 25 best whop app ideas RIGHT NOW rt + comment "GUIDES" and i'll send it over whop apps are becoming hot, this is the time to start building...
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Zephyr
Zephyr@Zephyr_hg·
I never run out of content to post anymore. Built an automation that monitors 50+ news sources, scores articles for relevance, and writes social posts automatically. It finds trending topics in my niche before they explode everywhere else. Saves me 15-20 hours monthly and keeps me ahead of every trend. Comment "NEWS" and I'll DM it to you (must be following)
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MONTE
MONTE@fromzerotomill·
there are 'influencers' in every niche who have 1M+ followers but haven't even touched their first $1M while you can grow to 10k NICHED followers and print $1M in months and yes, you can do it with/without showing your face - doesn't matter i made a doc showing how you can do that on ANY major social platform & close your first milly then use that to get some btc, retire your mum or buy your dream urus idc follow, rt & reply "INFLU" and i'll send it to ur dm
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Julian Goldie SEO
Julian Goldie SEO@JulianGoldieSEO·
FREE: Replace Your 9-5 Job With Automated Video Profits! Get FREE instant access to the automation that posts directly to TikTok, Instagram, and YouTube - generating views, followers, and sales on autopilot. What's Included: • Complete N8N workflow template ready to import and use immediately • Google Sheets tracking system for managing all your video outputs • Auto-posting setup for TikTok, Instagram, YouTube, and more platforms • Proven prompts that generate viral-worthy content ideas automatically • Step-by-step video tutorial showing exactly how to set everything up This helps your business by eliminating the need for expensive video teams or showing your face on camera. You can build multiple content channels generating passive income streams, all running automatically while you focus on scaling. Want it? 1. Like + RT this post 2. Comment "YES" below!
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