spyder

[spyder @iizspyder]

@dewyashtwts @getcontextdev @firecrawl @ExaAILabs @p0 @tavilyai https://t.co/hvhrqLKtiP is pretty cool u can check out this one also

[spyder @iizspyder]

@ManasBhasi3651 @DrJimFan @ylecun @karpathy

[Manny @ManasBhasi3651]

Llama-3.2 3B + Keiro research API hit ~85% on SimpleQA ($0.005/query)

we ran Llama 3.2 3B locally. unmodified. no fine-tuning. no fancy framework. just the raw model + Keiro research API.

~85% on SimpleQA. 4,326 questions.

PPLX Sonar Pro: 85.8%. ROMA: 93.9% — a 357B model.

OpenDeepSearch: 88.3% — DeepSeek-R1 671B.

SGR: 86.1% — GPT-4.1-mini with Tavily ( SGR also skipped questions)

we're sitting right next to all of them. with a 3B model. running on your laptop.

DeepSeek-R1 671B with no search? 30.1%. Qwen-2.5 72B? 9.1%.

no LangChain. no research framework. just a small script, a small model, and a web search API.

cost per query: $0.005.

Anyone with a decent laptop can run a 3B model, write a small script, plug in Keiro research api , and get results that compete with systems backed by hundreds of billions of parameters and serious infrastructure spend.

Benchmark script link + results --> https://t.co/S4wqnjRVcw

Keiro research -- https://t.co/D7BDWoPIcn

#LLMs

[Manny @ManasBhasi3651]

cc: @rowancheung @DrJimFan @ylecun

[ℏεsam @Hesamation]

holy shit... Hugging Face cooked again! 🔥

they just dropped a free blog (BOOK) that covers the no-bs reality of building SOTA models. i haven't seen any lab/researcher go into the real decisions behind the LLM research and its nuances. this is literally a gem.

Syllabus:
→ Training compass: why → what → how
→ Every big model starts with a small ablation
→ Designing the model architecture
→ The art of data curation
→ The training marathon
→ Beyond base models — post-training in 2025
→ Infrastructure - the unsung hero

skimming through the blog, this is incredibly detailed just like their ultrascale playbook. i'm gonna read this and share more about it in the coming days.

Read here: https://t.co/4dqfa9f8TQ

[spyder @iizspyder]

@saurav_devrani 2014 ka Twitter lg rha

[Eyisha Zyer @eyishazyer]

If you're looking for a remote job, OPEN this:

[Rowan Cheung @rowancheung]

AI-generated QR codes are the next big thing in marketing.

And it's completely free.

Here's my full tutorial on how to do it in 5 simple steps:

(Try scanning the image below)

[Alvaro Cintas @dr_cintas]

Artistic QR codes are the new viral trend.

And you can now create them for FREE in less than a minute.

Here is how:

[FATAI @Fatai_001]

Here are LIST of renowned WEBSITES to get your FREE CERTIFICATION in Salesforce, Blockchain, SWL, ML, DL, Python, AI, Java and so on.

/Short Thread

[Hasan Toor @hasantoxr]

Try these AI tools to save 100+ hours:

📂 Durable - Website generator
📂 Simplified - Content Creator
📂 Soundraw - Music generator
📂 Beautiful AI - Presentations
📂 Wallet AI - Finance research
📂 Tweetmonk - Tweet Writer
📂 Leiainc - 3D animations
📂 Flowcv - Build Resume

[Easlo @heyeaslo]

Every entrepreneur should know these websites:

jasper .ai
notion .so
loom .com
pitch .com
make .com
typedream .com
landingpage .fyi
producthunt .com
answerthepublic .com
marketingexamples .com

Retweet to share it.

[John Vianny @johnvianny]

Best AI Tools You Need To Know
#chatgpt #chatgpt3 #ArtificialIntelligence #ai

[spyder @iizspyder]

@LearnWeb3DAO Hi

[Aaron Levie @levie]

AI for interface design. This is getting wild.

[Eddy Quan @waronweakness]

Seth Godin is one of the greatest marketers of this era.

He once said:

“Marketing is no longer about the stuff you make, but about the stories you tell.”

Sadly, most weren't taught how to tell a good story.

So here are 10 dead simple tips to make you a better storyteller:

[spyder @iizspyder]

@thePhilRivers Send

[spyder @iizspyder]

@vaibhavgupta512 send

[Security Trybe @SecurityTrybe]

Platforms to Learn Cybersecurity in 2023 (FREE)

[Santhosh Kumar @SanthoshKumarS_]

If you want to Learn Data Science / ML in 2023, follow this roadmap :