Ex @Streamlit @Snowflake Maestro • I write about AI agents, LLMs and automation • My ❤️ is open source • DM for collabs 📩
London 🇬🇧 ⇆ 🇫🇷 Pyrenees
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🚨 @3BLUE1BROWN DID IT AGAIN
Language compressibility is not just a neat math trick: it is the core engine of modern LLMs.
Grant's latest video boils Shannon's entropy down to a single, powerful idea:
Prediction IS compression.
→ Predict the next word better, use fewer bits to store it
→ Shannon found English is astonishingly compressible (~1 bit per character)
→ This is the exact mechanism GPT models run on
→ Under this framing, intelligence equals compression
FUN FACT: Von Neumann told Shannon to use the term "entropy" because no one really understands it.
Today, it powers the AI revolution.
Deep-dive resources in the 🧵↓
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Hey #ChatGPT, finish this building!
Great idea from impact.be, a Belgian agency specializing in construction jobs!
- via @KMartenon
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By age 40, you should have a big box of random cables which you 'might need someday'
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Just so y'all know, every time you push code, you appear live on @GitHub's real-time events board at their HQ
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#ChatGPT cannot scrape the web and has limited knowledge of the world after 2021.
Introducing `WebChatGPT`, a mighty Chrome extension that augments your prompts with relevant results from the web! 🤯
See my demo video below 👇 and install it here:
🔗 chrome.google.com/webstore/d…
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If you’re still sending raw JSON into your LLMs, you’re burning tokens, latency, and budget!
Try TOON (Token-Oriented Object Notation).
Clear like YAML, compact like CSV:
• 30–60% fewer tokens
• Up to 50% lower costs
• Shines for tabular data.
Free and Open source 🧵↓
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Insane. #GPT4 Vision can even read doctor's notes!
Community note
This post is photoshopped, and is not a real interaction with ChatGPT or GPT-4
nitter.app/wats_updog/sta
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This is crazy.
Nate Herkelman turned @n8n_io into a full marketing team! 🤯
His AI agent:
↳ generates and edits images
↳ fetches assets
↳ creates posts
… and logs everything automatically!
Full demo in 🧵 ↓
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Here are 7 insanely useful Chrome extensions that will take your #ChatGPT experience to new heights! 🚀
A thread 🧵↓
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Microsoft just killed the GPU mafia! 🤯
They've open-sourced bitnet.cpp, a blazing-fast 1-bit LLM inference framework optimized for CPUs.
This is a major step forward for running large models locally, without expensive GPUs or cloud costs.
Demo app + repo + paper in 🧵 ↓
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Everyone is talking about #ChatGPT and #GPT3, but did you know there was a free, #opensource version of GPT-3 called OPT-175B?
No login, no credit card needed! ;)
👉 opt.alpa.ai
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This is moving way too fast!
@OpenAI has just announced a new set of plugins for uploading and processing video clips! 🤯
And just like that, they made so many SaaS obsolete!
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this guy literally put in 1000 hours of prompt engineering to nail down the 6 patterns that actually matter.
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France, Germany, and Ireland are now looking to join Italy in banning #ChatGPT.
CEOs of VPN companies soon be like:
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This is wild.
A real-time webcam demo using SmolVLM from @huggingface and llama.cpp! 🤯
Running fully local on a MacBook M3.
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📢 New #ChatGPT extension!
`ChatGPT Writer` is a Chrome extension for Gmail that uses ChatGPT to generate emails or replies based on your prompt! 🤯
See my demo video below 👇
Get it here:
🔗 chrome.google.com/webstore/d…
🌐 chatgptwriter.ai
@LinkedIn/@Outlook coming soon!
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#GPT4 dropped less than 48 hours ago, and so many people are already doing incredible stuff with it!
Here are 25 GPT-4 examples that will blow your mind! 🤯
🧵 ↓
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Among all the cool things #ChatGPT can do, it is super capable of handling and manipulating data in bulk, making numerous data wrangling, scraping, and lookup tasks obsolete.
Let me show you a few cool tricks, no coding skills are required!
(A thread) 👇🧵
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New day, new #ChatGPT extension! 🤗
With the `ChatGPT for Search Engines` extension, you can view ChatGPT responses on Google and Bing!
See my demo video below 👇
Install it from the Chrome web store:
🔗 chrome.google.com/webstore/d…
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Introducing `YouTube Summary with ChatGPT` - a free Chrome extension developed by @_Glasp that uses @OpenAI's #ChatGPT to generate text transcripts and summaries of any YouTube video! 🤯
See my demo below 👇 and install it here:
🔗 chrome.google.com/webstore/d…
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This is crazy.
Postman's new AI Agent Builder lets you turn any API (from over 100,000!) into an MCP server in seconds, no code required! 🤯
Your custom MCP server, ready to use in Cursor, Windsurf, Claude Desktop, Docker, and more! 🧵↓
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Here's an awesome list of Generative #AI tools by @aaronsiim! 🤯
These tools could seriously boost your content creation and productivity if you use them right! 🙌
#generativeAI #chatGPT
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#GPT3 in @googlesheets in 3 steps! 🔥
1⃣ Copy this sheet: docs.google.com/spreadsheets…
2⃣ Got to `Extensions` > `Apps Script`
3⃣ Paste your @OpenAI #API Key` > Save script
Now you're all set to use GPT-3 in Sheets! 🚀
👇 Demo video below, script courtesy of @SteveNouri
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OpenAI is getting Deepseek’d again.
@Convergence_ai_, a tiny London startup just built one of the most capable AI agents for the web.
Proxy is outperforming Operator on every benchmark handpicked by @OpenAI.
→ proxy.convergence.ai
Let’s dive in! 🧵↓
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Awesome overview of #ChatGPT from Yogesh Haribhau Kulkarni!🤯👇
🔗 linkedin.com/feed/update/urn…
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From age 3 to 100 — a fascinating AI exploration using #midjourneyv5 & @runwayml by @christianortner!
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ChatGPT is like a superhuman!
But here are 7 Chrome extensions that will take your #ChatGPT experience to new heights! 🚀
Take a look 🧵↓
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#GPT4 created this SwiftUI prototype in minutes with minimal prompt adjustments! 🤯
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The #AI Chatbots war is ON! 🔥
- @Microsoft: ChatGPT
- @Google: LamBDA
- @YouSearchEngine: YouChat
- @Baidu_Inc: ErnieBot
- @Perplexity_ai: Perplexity Chat
- @AnthropicAI: Claude
- @heyjasperai: Jasper Chat
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🚨 Google just dropped an ace 64-page guide on building AI Agents
From ADK to AgentOps, Vertex AI Agent Engine to Agentspace, this guide is the clearest path yet from experimentation to scalable production 🔥
Download link (free!) in 🧵 ↓
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Wild.
Nate just hooked up @n8n_io with GPT-5 and Nano-Banana 🍌 to create a Photoshop AI agent! 🤯
It:
↳ finds and pulls media files
↳ stitches multiple images together
↳ edits photos on the fly
↳ costs just $0.04 per render
17 min tutorial and Free template in 🧵 ↓
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VSCode + AI = Mind blown🤯
(pssst, you too can get this killer setup for free in just 3 simple steps! 🧵↓)
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I built an @n8n_io script that lets you ditch your sales team, your company, your momma, and the rest of humanity.
RT and comment “BYE MOM” if you’re ready to automate your life.
I’ll DM it to you free.
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Here's another mind-blowing moment with #ChatGPT `Browser Alpha`!
You can paste a PDF document and have it summarized or Q&A it in real time! 🤯👇
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Scrapeghost is a new library for scraping websites using #GPT4! 🔥
The library can scrape structured data from HTML without writing page-specific code!
🔗 jamesturk.github.io/scrapegh…
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Crazy.
Vector databases for AI memory just got replaced by... MP4 files!
You can now store millions of text chunks inside an MP4 file with Memvid, and still get lightning-fast semantic search! 🤯
No database needed. 100% Opensource!
repo below ↓
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Cool #ChatGPT trick!
Use it to turn anything (text, tables etc.) into HTML code markup! 🤯👇
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Great idea from Rotterdam! 🇳🇱
Citizens are using drones to monitor and push back against drug dealers & crime in their neighborhoods.
Anonymously and remotely! 👏👏👏
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Wild.
With OpenAI’s new Image API, we’ve entered a new era where AI writes *and* designs your posts! 🤯
Nate Herkelman used it to turn @n8n_io into a full content + design studio:
↳ reads your post
↳ builds aligned visuals
↳ designs charts + graphics!
Full demo in 🧵 ↓
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Auto-GPT, the world's first #AGI?
@SigGravitas' Auto-GPT is now able to write its own code using #GPT4 and execute Python scripts! This allows it to recursively debug, develop, and self-improve! 🤯
The best part? It's free and open-source!
More below ↓🧵
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#ChatGPT for slides! 🤯
Check out gptforslides.app, an app that integrates @OpenAI #GPT tech into @Google Slides to build entire presentations! 🔥
- Try it here → gptforslides.app
- App creator → @IndianAppGuy
- Demo video → @AiBreakfast
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Insane.
Nate Herkelman built a faceless Shorts machine for $0.75/video using AI tools in @n8n_io! 🤯
End-to-end automation that:
↳ generates close-ups + scenes
↳ selects best images
↳ auto-renders video
↳ posts to TikTok, IG, YT
↳ logs steps to GSheets
Full demo in 🧵 ↓
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The new 𝚝𝚛𝚊𝚗𝚜𝚏𝚘𝚛𝚖𝚎𝚛𝚜.𝚝𝚘𝚘𝚕𝚜 library from @huggingface is insane!
E.g. you can summarize and chat with a PDF in just 6 lines of code, including import statements! 🤯
The best part?
It's all open-source, from start to finish! 🤗
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New day, new #ChatGPT app! 🔥
Use ChatGPT on any website (search engines, Gmail, @googlesheets, or just anywhere!) with @FoyerWork's new Merlin extension! 🤯
Install the extensions here 👇
🔗 Chrome: chrome.google.com/webstore/d…
🔗 Firefox: addons.mozilla.org/en-CA/fir…
cc @pratyush_r8
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#ChatGPT is incredible.
But give these free #AI tools a go!
1/ ChatGPT + Web
writesonic.com/chat
2/ Spelling, grammar & paraphraser
deepl.com/write
3/ AI writing assistant
rytr.me
4/ AI-powered content generation platform
wordkraft.ai/
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This week in AI:
- Google releases Bard.
- Adobe announces its AI image creator Firefly.
- Microsoft unveils Bing Image Creator.
- NVIDIA launches cloud tools for Generative AI.
- Opera releases its LLM-based browser.
- GitHub unveils CopilotX.
And it's only Wednesday, Captain!
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[JUST IN]
Google has just revealed Project "Magi," their new #AI search engine to rival #ChatGPT, Bing Chat, and the likes! 🤯
- It will have a chat-like interface, similar to ChatGPT.
- There are rumours that Google may be replacing their 10-result SERPs with Magi to provide instant answers.
- The public release is expected next month for 1 million U.S. citizens, gradually increasing to 30 million by the end of the year.
More info in the thread below ↓
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The new 𝚝𝚛𝚊𝚗𝚜𝚏𝚘𝚛𝚖𝚎𝚛𝚜.𝚝𝚘𝚘𝚕𝚜 library from @huggingface is insane!
E.g. you can summarize and chat with a PDF in just 6 lines of code, including import statements! 🤯
The best part?
It's all open-source, from start to finish! 🤗
🧵↓
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Wild.
By far the most complete Claude Skills repo yet 🤯
@Composio’s Awesome-Claude-Skills packs 100`s of ready-to-use workflows:
↳ PDF tools, changelog generation
↳ Playwright automation
↳ AWS/CDK tools, MCP builders
... and much more!
Free and open-source.
Repo in 🧵↓
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Another crazy build from Nate.
He just turned @n8n_io into the ultimate Media Agent Army! 🤯
↳ AI visuals with 🍌 NanoBanana + Video gen
↳ Research IG, YT, TikTok → Docs
↳ Autopost across socials
↳ Organize files in Drive
29-min walkthrough + Free template in 🧵↓
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Here's an awesome #ChatGPT trick to get text summaries for any Youtube video! 🔥
1⃣ Get the `YouTube transcript w/ ChatGPT` Chrome extension (see below tweet 👇)
2⃣ Copy the transcript
3⃣ Use ChatGPT to generate a summary for you! 🤯
4⃣ Voilà!
Check out my 30 seconds demo 👇
Introducing `YouTube Summary with ChatGPT` - a free Chrome extension developed by @_Glasp that uses @OpenAI's #ChatGPT to generate text transcripts and summaries of any YouTube video! 🤯
See my demo below 👇 and install it here:
🔗 chrome.google.com/webstore/d…
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When #ChatGPT is down, here are other mighty #AI chatbots you can use:
- @OpenAI's Playground
- @Bing Chat
- @AnthropicAI's Claude
- @Neeva's NeevaAI
- @YouSearchEngine's YouChat
- @Perplexity_ai's Perplexity Chat
- @CohereAI's Chat
- @Quora's Poe
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#AI copywriting tools to check out:
1 #ChatGPT → Everything
2 @ChatSonicAI → Everything + web
3 @StoryLabIRL→ Hooks/outlines
4 @Grammarly → Grammar/spelling
5 @Languagetoolorg → Multilingual
6 @PowerThesaurus → Thesaurus
7 @TheQuillBot/@DeepLcom → Paraphrasing
What else?
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This is next level.
Nate Herkelman uses @n8n_io to bring full observability to AI agents! 🤯
His setup:
↳ logs all agents’ actions
↳ tracks models + token usage
↳ monitors costs
↳ records I/O + errors
Full 9-minute walkthrough in 🧵 ↓
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Cut your LLM costs by 50% 🤯
Stop using JSON → switch to TOON (Token-Oriented Object Notation).
It blends YAML’s readability with CSV’s compactness:
↳ 30–60% less tokens
↳ Built-in field validation
↳ GPT-5, Claude, Gemini.
Ace for tabular data.
Free and open-source 🧵↓
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.@Google recently dropped a free #ML add-on for @googlesheets and it's whoa! 🧠
In @CyrusShepard's e.g. 👇, it's used on Search Console data to identify over/under-achieving URLs based on Impressions & Position data!
No coding skills required! 🔥
🔗workspace.google.com/marketp… #SEO
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Most people don’t realize ChatGPT has hidden operators that can totally change its answers.
Here's the ultimate 32-shortcut cheatsheet for sharper prompting! 🤯
Add one to the start.
Example: /ELI5: [topic] → explain this topic like I’m five
Full list + sheet in 🧵 ↓
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Google for your entire codebase in seconds with @AlistairPullen's new `Buildt` VS @Code extension! 🔥
An #AI-powered search that allows you to find code by searching for what it does, not just what it is.
#JS/#TS only, 15 more languages coming soon!
🔗 marketplace.visualstudio.com…
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A must-bookmark for vibe-coders.
@YCombinator’s guide to making the most of vibe coding:
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.@McKinsey just released a deep, 11-page POV on AI agents.
Agents are set to shake up business operations in a big way.
The edge will go to companies that act early, with the right data, smart governance, and strong human / AI collaboration.
links to the POV are below ↓
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Wow! Google is building a coding agent called Jules.
Looks more user-friendly than @OpenAI’s Codex.
It can do a lot!
↳connect to GitHub and open PRs
↳run or write tests
↳verify code in a cloud VM
↳share its plan, reasoning, and diffs 🔥
link to website + waitlist in 🧵↓
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Someone built a frontend to @Reddit that looks like Outlook so you can browse it all day at work without worrying about who is looking over your shoulder.
Simply genius.
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#ChatGPT + 3D printer = next-level homework cheat!🤯
- via @TheRundownAI
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Wild.
Nate Herkelman built an AI agent in @n8n_io that auto-selects the best LLM for any task... and logs why! 🤯
Full demo in 🧵↓
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#CustomGPT lets you "build your own chatbot" with your own data! 🤯
It uses @OpenAI's large language models and lets you write blog posts, answer customer service questions, etc... there are 100+ use cases! 🙌
🔗 customgpt.ai/
🔗 producthunt.com/posts/custom…
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By far the best n8n guide I’ve seen.
Nate’s worked with 1,000s of users and just wrapped everything he’s learned into this 36-page guide! 🔥
→ Clear lessons on JSON, nodes and debugging
→ Cloud vs self-host setup
→ AI integrations & LLM chains
Totally free. Link in 🧵 ↓
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#GPT4: Make me a website that converts videos into ASCII.
Copy.
Paste.
Done! 🙌
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DeepSeek has just unveiled an OCR monster 🤯
DeepSeek-OCR is a 3B-parameter model that redefines document intelligence. It reaches 97% character-level accuracy with 10× input compression, preserving every detail.
Most OCR systems require over 6,000 tokens per page.
DeepSeek-OCR achieves the same with about 100 tokens.
No fidelity loss.
Adaptive modes:
✓ Tiny – simple layouts (≈64 tokens)
✓ Small – standard reports (≈100 tokens)
✓ Database – structured or multi-column docs (≈256 tokens)
✓ Gundam – high-complexity pages (n×100 + 256 tokens)
It scales effortlessly: 200K pages/day on a single NVIDIA A100 GPU.
Its dual-stage design combines a vision encoder for optical compression with a Mixture-of-Experts decoder for structured reconstruction. The outcome is near-perfect precision and zero information loss.
In practice:
➤ 10× lower token costs
➤ Runs on standard hardware
➤ Outputs clean HTML, SMILES, or JSON
While traditional OCRs focus on raw pixel-to-text conversion, DeepSeek-OCR just introduces intelligent semantic parsing 🔥
Open source and free to use.
Repo in 🧵↓
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New day, new #ChatGPT extension! 🤗
Turn ChatGPT into @Grammarly with `editGPT`! 🔥
🕹️ Install it from the Chrome web store: chrome.google.com/webstore/d…
🌐 Website: editgpt.app/
👤 Creator: @shuafeiwang h/t @aiwithvibes
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Sam Altman returning to the @OpenAI office on Monday -- V2
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Everyone's talking about #ChatGPT, but did you know there was a free, #opensource equivalent of #GPT3 called Bloom?
It's better than OPT175B, and you can easily use it in Transformers or @huggingface's API inference! 🤯
Code in the screenshot's alt.
🔗 huggingface.co/bigscience/bl…
ALT # API inference import requests API_URL = "https://api-inference.huggingface.co/models/bigscience/bloom" headers = {"Authorization": "Bearer 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"} def query(payload): response = requests.post(API_URL, headers=headers, json=payload) return response.json() output = query({ "inputs": "Can you please let us know more details about your ", }) # Transformers from transformers import AutoTokenizer, AutoModel tokenizer = AutoTokenizer.from_pretrained("bigscience/bloom") model = AutoModel.from_pretrained("bigscience/bloom")
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