Glavin Wiechert👨💻
@GlavinW
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Statuses
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Staff Software Dev. Learning 🧠 AI/Large Language Models, electrical engineering to build 🤖s ( @BehindEng ), 3D w/ #r3f . Built Atom Beautify to 9mil installs
Canada
Joined June 2011
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Pinned Tweet
Built a YouTube to fine-tuned LLM pipeline 🚀
🎯Goal: Startup Mentor AI
🎙️72hrs speech-to-text
@DeepgramAI
: $20
❓550 questions w/ GPT3: $0.12
🧠Train LLaMA 13B w/ Axolotl & LLM Studio on
@runpod_io
📉Quantize/GPTQ: 52->7GB
🚀Deploy
@replicatehq
w/
@LambdaAPI
Questions?😀
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5
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Working on a new Text Splitter for
@LangChainAI
and am delighted with the results so far! 😍
✅ Recursively splits chunks until small enough
✅ Prefers complete sentences
✅ Reduce # of chunks
✅ GPT-4 wrote almost all the new code!
Demo of the new splitter on the right:
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Introducing Alvea!
An adaptive AI assistant creating unique user interfaces personalized to your tasks just in time. Your evolving tool, designed to enhance productivity and user experience 🚀
Won 🥇
@agihouse_org
w/
@sockcymbal
@narphorium
@vhurgenes
15
27
204
Experimenting with complex problem-solving AI & achieving great results!
🤖 LLMs (
@OpenAI
ChatGPT API) for automatic reasoning
🕸️ Flexible & visual (
@mermaidjs_
)
🔎 Query multiple sources (Slack/PDFs/+)
🧮 Aggregate data with tools (Calculate/Summarize/+)
⬇️ More screenshots
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13
128
Developing an improved automated task planner for autonomous (
@Auto_GPT
/
@babyAGI_
style) agents with
@arindambarman
& ChatGPT4.
Using OpenAI's GPT4 API,
@LangChainAI
JS/TS, Next.js, Mermaid.js, and a lot of prompt engineering!
More progress updates coming soon 🚀
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@SergioRocks
Why wouldn’t the manager encourage the rest of their team to start using ChatGPT then? 🤦♂️ Disappointing when ego and status quo get in the way of improving productivity and learning from others. IMO The OP should be looking for a new job at a better place with the right values.
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5
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Automatically add
#physics
collision detection to your complex models in a web browser! 🎉
✅ Supports browser &
@nodejs
➡️ Model (
@glTF3D
, OBJ, etc) ➡️
#threejs
➡️ V-HACD v4 (compiled to
#WebAssembly
using
@emscripten
) ➡️ Physics for Web (
#cannonjs
,
#ammojs
/
#bullet
, etc) ➡️ 🚀
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Automatically add
#Physics
collision detection to
@splinetool
objects in
#r3f
/
#threejs
🤯
Before: Manually created shapes
😍After: Automatically created shapes with V-HACD v4
* Demo uses static JSON export. Library coming soon.
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🧑💻↔️🤖 Bidirectional LLM Prompt Editor
Designed to edit prompts w/ complex formats: ChatML, OpenAgent AgentML,
@jon_durbin
's airoboros
✅ Stores nested JSON
⬅️ GUI: react-jsonschema-form
➡️ Text:
@xenovacom
transformer.js,
@tiptap_editor
, nearley.js parser,
@LangChainAI
.js
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Boost your Semantic Search with Customized Embeddings 📈
1️⃣ Gather similar/dissimilar pairs
2️⃣ Train a matrix to highlight relevant aspects of your embedding
3️⃣ (Original Embedding)×(Custom Matrix)=(Custom Embedding)
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Coming soon: Live Predictions Preview in
@weights_biases
during Axolotl LLM training!
✅ Easily see how your language model is improving
✅ Quickly compare predictions between steps
Super excited for my first substantial Axolotl contribution. To many more! 🍾
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I had a blast at the
@agihouse_org
today! Met a lot of inspirational and incredibly talented people who presented ambitious projects for only a day’s work. Congrats to the prize winners! Can’t wait for the next hackathon together! 🚀
All righty we're at the end of the hackathon, votes are cast, someone is going to win a branded pair of
@weights_biases
AirPods, and a bunch of other prizes from
@togethercompute
(a bunch of credits!)
Also
@agihouse_org
is quite the place 👏
Also selfie w/
@nutlope
🤗
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Definitely Solved - 🆕 Access Waitlist
What could you solve with a photographic memory of all open-source packages? Let's find out!
🙋You: Describe your problem
🤖 AI: Plan ➡️ Search updated packages ➡️ Solve with a live & editable preview
Sign up:
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@subby_tech
@_buildspace
@fdotinc
@FarzaTV
It would be great if multiple songs could be selected to produce a more precise/mean embedding. I find similar search on embeddings don't always recognize what part to focus on, in this case what specifically in the song I like/dislike.
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Learn how to train custom language models step-by-step!
🔗 New Repo:
Currently includes my scripts to:
1️⃣ ✅ Bulk download YouTube videos
2️⃣ ✅ Convert audio to text with
@DeepgramAI
3️⃣ 🚧 Convert unstructured text into chat format
More soon 🚀
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@altryne
@AravSrinivas
Agreed. Both cringy but lovely. Loved the sentiment of being held accountable to Mother Nature. For those who finished watching, clearly see Apple holding to their commitments 🎯
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Startup Mentor AI v0.2 is a massive leap forward in quality & helpfulness! 🎉
✅ 100% automated pipeline from raw text/YouTube to "textbook" high-quality synthetic dataset /w
@LangChainAI
📈 Output (right side in screenshot) appears much better to me!
What do you think?
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Update for Edie, the AI Writing Editor 📝
🏎️ Near Real-time Feedback - Thanks to the fast, fine-tuned
@OpenAI
language model
🎯 Inline - Feedback above the relevant paragraph & hover to read in full
📹 Demo - Critiquing a story ChatGPT wrote by copying & pasting paragraphs
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My custom language model now supports streaming! Thanks to
@replicatehq
&
@huggingface
's `transformers.TextIteratorStreamer` 🔥
Here's the code:
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@zachtratar
I primarily use JSON output with GPT3 models. Did take a bit of tweaking to work with ChatGPT. Writing TypeScript also helps to enhance the prompt and enforce the output structure.
Try something like this screenshot. Hope it helps!
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🎉 *Live Demo of V-HACD for Web*
I’m recently back to work on approximate convex decomposition for the web! 🎉
AKA how to quickly add physics collision detection to your 3D models using only your web browser.
Demo & details below. 👇
You can reproduce the Cybertruck example too!
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@LangChainAI
The splitter config used is:
chunk_size = 50
chunk_overlap = 10
with length function set to gpt2 tokenizer from tiktoken.
The original text is a short story written by ChatGPT-3.5
For more info on TextSplitters see:
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Existing AI chat apps boost productivity yet fall short in delivering optimal experiences due to their reliance on text chat UIs
Alvea's solution is integrating AI to develop dynamically rendering user interfaces that are interactive and tailored to the user's current task
1
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Robot Arm interactive
#simulation
on
#web
built with
@BehindEng
's upcoming Sandbox.
I'll post a how-to video once ready 👨🏫.
Need to finish the electrical circuit sim & realistic 3D models!
#buildinpublic
#engineering
#threejs
#r3f
#React
#Reactjs
#webgl
, cannon-es
#physics
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Built
#decentralized
multiplayer
#Physics
for the web! Can be used for
#gamedev
&
#Metaverse
style
#learning
with interactive
#VirtualReality
scenes (eg.
@BehindEng
). Built with &
@webrtc
,
#ammojs
@pmndrs
‘s
#r3f
#threejs
#ReactJS
#React
#webdeveloper
0
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I had a lot of fun building Your Devin with my teammates this weekend! 😃
One of the biggest & most impressive hackathons I’ve participated in and hopefully many more ahead 🚀 Thank you for hosting
@SHACK15sf
, and
@MistralAI
and any many others for sponsoring!
5/ Your Devin
Fine tuning Mistral on your codebase and creating Devin-like features on top
@MatthewHeartful
@vgoklani_ai
@GlavinW
@aertoria
@KyeGomezB
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Let’s get building! 🚀
Want to help fine-tune an open source LLM that naturally formats as a
@LangChainAI
agent chain?
No more wasting tokens on formatting instructions in the prompt, and reliable output parsing baked into the model weights!
We’re building 🛠
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5 shows to get to know me
1️⃣ Modern Family
2️⃣ Fringe
3️⃣ Silicon Valley
4️⃣ Westworld
5️⃣ The Office
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@0xca0a
This can be combined with V-HACD to automatically create the shapes. Examples coming soon. 😃
Automatically add
#physics
collision detection to your complex models in a web browser! 🎉
✅ Supports browser &
@nodejs
➡️ Model (
@glTF3D
, OBJ, etc) ➡️
#threejs
➡️ V-HACD v4 (compiled to
#WebAssembly
using
@emscripten
) ➡️ Physics for Web (
#cannonjs
,
#ammojs
/
#bullet
, etc) ➡️ 🚀
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🤯Fast AI writing feedback for short stories
How? OpenAI's Curie model Fine-Tuned
- Training: ~$1.23 for 400K tokens (200 examples)
- Usage: $0.012 / 1K tokens
Highly recommend anyone interested in Fine-Tuning LLMs check out
@dshap_automator
's playlist:
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@rasbt
Would you be interested in writing an article about reinforcement learning as an alternative to supervised training of language models? It is my next area of study and I’d love to see how
@LightningAI
could be used to help. Thanks for all you’re doing!
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0
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Who would like to learn more about the Mecanum self-driving car my friend & I built? Part selection, circuit design, & more.
#buildinpublic
#opencv
#ComputerVision
#python
#engineering
#RaspberryPi
Check out the
@BehindEng
live streams of how it's made:
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WIP: Automated pipeline from raw YouTube/etc to an AI/language model
🎯 Goal 1: AI Startup Mentor for All
1️⃣✅ Ordered/DAG Learning Objectives Extraction
2️⃣✅ "Textbook-quality" Lessons Generation
3️⃣🚧 Exercises Generation (Q&A, multiple-choice, etc)
4️⃣ Train AI model
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Learn electrical
#engineering
& software development online
1️⃣ Select & connect
#hardware
parts
2️⃣ Program with
#Python
3️⃣ Simulate
#electronic
circuits &
#physics
👉 Join the waitlist:
@BehindEng
#buildinpublic
#threejs
#r3f
#javascript
#React
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Rebuilt our Mecanum car in the browser!
@BehindEng
#buildinpublic
#electronics
#hardware
#engineering
#threejs
#r3f
#javascript
#React
#webgl
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2
9
@GrantSlatton
@ggerganov
@TauriApps
Open-source? I want to contribute! Looks awesome! I want something similar for coding, too
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0
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Automated
#javascript
coding teacher with real-time feedback: a guide to solving the Count Legal Drivers exercise.
Try the demo of my Proof of Concept:
#buildinpublic
#education
#javascript
#web
#automation
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@adamwathan
We’re building an online platform to help anyone learn to engineer and go from an idea to a physical & functional product 🚀🎉 For more details and demos follow
@BehindEng
and check out:
We're building an online platform to help anyone learn to engineer and go from an idea to a physical & functional product!
👉 Learn ➡️ Design quickly ➡️ Experiment in simulations ➡️ Build for real ➡️ 🚀
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@shwnhll
Exactly. Their concern of being perceived as flight risk is valid. Fortunately salvageable. In fact, it could even be framed as a positive signal since the candidate (them) knows what they want, can articulate it, and interviewer can assess if there is a strong mutual fit. 🎯
0
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@jxnlco
I’ve been using to generate UIs from schemas. Works great! GPT-3.5 and 4 know both JSON Schema and UI Schema, so the results are good.
0
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It's ready! 🎉
🔥Startup Mentor AI v0.2 dropping soon🔥
Been working hard over the weekend, refactoring my prototype code to use
@LangChainAI
with
@OpenAI
GPT-3.5 so moving much faster now!
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1
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Part 2: Controlling RGB LED
#hardware
with
#Python
& an
#electronics
circuit
#simulation
on web
Demonstrating a Python loop changing the colour over time.
@BehindEng
#buildinpublic
#engineering
#threejs
#r3f
#javascript
#React
#webgl
@pyodide
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2
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@AlexReibman
Absolutely agree! My favourite to learn from the cookbooks so far has been customizing embeddings — I posted my lessons learned in the link below, if you’re interested. Which OpenAI recipe has been the most informative or useful for you?
Boost your Semantic Search with Customized Embeddings 📈
1️⃣ Gather similar/dissimilar pairs
2️⃣ Train a matrix to highlight relevant aspects of your embedding
3️⃣ (Original Embedding)×(Custom Matrix)=(Custom Embedding)
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0
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@jerryjliu0
@gpt_index
Fantastic addition! Great minds think alike 😜 I’ve been developing a similar solution for problems decomposition, which also extracts parameters for tools:
Experimenting with complex problem-solving AI & achieving great results!
🤖 LLMs (
@OpenAI
ChatGPT API) for automatic reasoning
🕸️ Flexible & visual (
@mermaidjs_
)
🔎 Query multiple sources (Slack/PDFs/+)
🧮 Aggregate data with tools (Calculate/Summarize/+)
⬇️ More screenshots
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🆕 Data2AITextbook 📈
Automatically convert unstructured data into a high-quality 'textbook' format, optimized for fine-tuning Large Language Models (LLMs) 🚀
Inspired by Textbooks Are All You Need paper.
Just getting started. Contributions welcome!
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🚀 Meet Edie: Your AI Writing Editor📝
After my private 24-hour hackathon & 380+ training examples, I now have a fine-tuned Curie model which is:
📈 Higher-Quality
🤑 Inexpensive
🏎️ FAST!
I had a lot of fun learning to fine-tune language models! What should I learn next? 🤔
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2
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Any recommendations for cloud inference of custom Llama-2 fine-tuned models?
- GPT3.5 Turbo is an incredible price per 1K tokens
- Serverless GPUs ($/second) are still quite expensive even for 7B LLM with GPTQ+ExLlama
- 🤩 Hourly GPUs+7B+ExLlama can potentially match GPT3.5
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Spot-like robot doing the worm
🐕+🤖=🐛
Testing
#physics
simulations with joints/constraints in the browser.
#buildinpublic
#engineering
#threejs
#r3f
#javascript
#React
#webgl
#robotics
#robots
Cannon-ES
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ExLlama is FAST! 🤯
⬅️ Left: AutoGPTQ
➡️ Right: ExLlama
Model: TheBloke/vicuna-13b-v1.3.0-GPTQ
GUI: oobabooga/text-generation-webui
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@vaibhavgarg1982
@OpenAI
@GoogleAI
@pinecone
Use a datastore which supports efficient similarity search.
@LangChainAI
supports many Vector Stores/Databases:
My favourites are
@pinecone
for cloud service,
@weaviate_io
for an open-source alternative, and for local development.
1
0
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Experimenting with gears in a simulated
#physics
environment (Cannon-ES) on the web.
I'd love to build something with gears and pulleys which runs in an educational web app.
#buildinpublic
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I’ve been learning Python again solely to use packages like this. Finally I can fully utilize my TypeScript experience for building machine learning applications! 😍🚀🎉
Just released a new open source machine learning library for TypeScript 🔥
Node.js devs can now take full advantage of Python's powerful scikit-learn package – without needing to know any Python! 🤯
PCA, KMeans, TSNE, ... 257 classes in all!
→
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@jacklangerman
@tanmay2099
@fchollet
@CVPR
@CVPRConf
💯. First to release code >> first to publish & post paper. Both ideas are great but without the code to the rest of the world they are just ideas. Biggest impact is other people leveraging these incredibly innovative solutions.
0
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Requiring an OpenAI API Key for your app? Worried about user onboarding?
🚀 Share or embed my guide:
✅ High-Res Annotated Screenshots
✅ Comments enabled for questions: Open for logged-in Notion users
✅ Maintained: I'll be reusing this page, too!
2
1
7
@an_chomsky
@abacaj
Yep!
Built a YouTube to fine-tuned LLM pipeline 🚀
🎯Goal: Startup Mentor AI
🎙️72hrs speech-to-text
@DeepgramAI
: $20
❓550 questions w/ GPT3: $0.12
🧠Train LLaMA 13B w/ Axolotl & LLM Studio on
@runpod_io
📉Quantize/GPTQ: 52->7GB
🚀Deploy
@replicatehq
w/
@LambdaAPI
Questions?😀
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Had a lot of fun building these incredible improvements with
@arindambarman
! I was a little surprised to see just how much better search could be by adding these features 🤯. Excited to see how others use
@clamy_ai
now & push it to the limit of what AI can do! More coming soon!
0
1
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@dannypostmaa
How soon before someone can upload ~20 photos and play their favourite actor in a movie? I think you're close! 😉
1
0
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Increasing the speed of the Mecanum self-driving car.
PID control loops are incredibly powerful. Just as powerful as these 4x 12V DC motors!
@BehindEng
#buildinpublic
#opencv
#ComputerVision
#python
#engineering
#RaspberryPi
1
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Controlling virtual LED
#hardware
with an
#electronics
circuit
#simulation
on
#web
@BehindEng
#buildinpublic
#engineering
#threejs
#r3f
#javascript
#React
#webgl
0
2
5
@jxnlco
Great solution! Ive been learning about coreferences lately to solve the same problem, instead of relying on GPT4. Maybe use GPT4 to create a dataset for training a new model?
1
0
7
@jasonleowsg
@ajones55555
@dvassallo
@PHPIsntThatBad
@tdinh_me
🎯 This is the important detail. The idea + execution matter. Followers amplify, but are not some magical secret ingredient which solves all product problems.
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🚀 Preview: Definitely Solved 🚀
Quickly find functions & packages to solve your problems.
✅ Updated: not 2 years old as ChatGPT
✅ Smaller & Faster: reduce code, don't reinvent the wheel
✅ Safer: popular packages already battle-tested
#buildinpublic
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*Updates to V-HACD for web*
👉 Try it now:
✅ Button to export JSON for approximated convex hulls, so you can use with Cannon and
#Rapier
#physics
.
I'll provide docs to help you use this JSON data soon.
✅ Improved UX, control labels, etc.
#buildinpublic
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@jxnlco
Excited to see your approach to answer questions like that!
I worked on some problem decomposition + RAG system a while back and learned a lot. Impressive the reasoning LLMs can do without domain or task fine tuning.
Experimenting with complex problem-solving AI & achieving great results!
🤖 LLMs (
@OpenAI
ChatGPT API) for automatic reasoning
🕸️ Flexible & visual (
@mermaidjs_
)
🔎 Query multiple sources (Slack/PDFs/+)
🧮 Aggregate data with tools (Calculate/Summarize/+)
⬇️ More screenshots
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0
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@davewanders13
@Jauwnio
> “People don’t have access to the same jobs you do.”
Isn’t it actually the opposite?
Ability to work remotely *enables* those people in small towns to have access to the same jobs 🎯
2
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More info on what we built during the hackathon:
Introducing Alvea!
An adaptive AI assistant creating unique user interfaces personalized to your tasks just in time. Your evolving tool, designed to enhance productivity and user experience 🚀
Won 🥇
@agihouse_org
w/
@sockcymbal
@narphorium
@vhurgenes
15
27
204
0
1
7
@OpenAI
@mermaidjs_
@arindambarman
@clamy_ai
If you want to see more of this kind of research then follow, like, and retreat. There's a lot more I've learned and would be willing to share if there is interest.🙂
Experimenting with complex problem-solving AI & achieving great results!
🤖 LLMs (
@OpenAI
ChatGPT API) for automatic reasoning
🕸️ Flexible & visual (
@mermaidjs_
)
🔎 Query multiple sources (Slack/PDFs/+)
🧮 Aggregate data with tools (Calculate/Summarize/+)
⬇️ More screenshots
9
13
128
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Quickly wire up LED
#electronics
circuit
#simulation
on
#web
@BehindEng
#buildinpublic
#hardware
#engineering
#threejs
#r3f
#javascript
#React
#webgl
0
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@SPHuff
@levelsio
+1
@CorridorDigital
used Ebsynth with Stable Diffusion to produce their video and it looked much better:
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I’ve experienced the same, glad to know I’m not alone. Hope they fix soon. I now keep a Google Doc with GPT prompt versions. Btw you can paste multiple prompts into chat and explicitly tell it to merge into prompt, being careful to capture all details of both. Works well for me
PSA: careful with the GPT builder when editing. It tends to wipe all previous instructions and start over. We've lost quite a few good prompts out there...
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@SaikiK66287209
@Teknium1
Same! Realized a couple weeks ago I spend more time talking to ChatGPT-4 than any other human. Told someone that and they pointed out I had personified GPT-4 by saying “any other human” 😮
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Mecanum Car +
#physics
+
#Python
to drive it along a box-shaped path, all within the browser
@BehindEng
#buildinpublic
#electronics
#hardware
#engineering
#threejs
#r3f
#javascript
#React
#webgl
@pyodide
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@diego_gallovich
@marc_louvion
In this analogy for businesses: Painkiller products are essentials solving critical, immediate needs, while vitamins offer beneficial enhancements, more nice-to-have than essential.
0
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How to build our Mecanum car in the browser using
@BehindEng
's Sandbox
#buildinpublic
#electronics
#hardware
#engineering
#threejs
#r3f
#javascript
#React
#webgl
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@abacaj
@filipe_almeida
Could you elaborate on why starcoderbase? I’m not as familiar with <7B model options and their trade-offs. Recently heard of TinyLlama, have you tried it?
1
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@rasbt
Thank you so much for sharing! Especially the hardware and configuration options used so we can reproduce. I’ve been learning fine-tuning OSS LLMs and struggle with tweaking those appropriately to maximize utilization of hardware and minimize training duration. Exciting work! 🚀
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🎨
@vhurgenes
is shaping the future of user interaction, refining our vision in Alvea's Figma designs. Unveiling soon!
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@steventey
@vercel
Any examples with Python on Vercel? Would love to combine Python + Next.js for the best of both worlds. Some AI libraries are only in Python, for now.
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Love building AI/LLM based products. Curious to see what other ideas are on this list!
Start making $10k+ / month using ChatGPT4 to its best potential.
Spent this week curating a list of 80+ use cases of ChatGPT that you can build right now
Will DM it if you
1. Follow Me
2. Retweet this tweet
3. Reply "ChatGPT4"
2K
2K
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Controlling RGB LED virtual
#hardware
with
#Python
& an
#electronics
circuit
#simulation
on web
@BehindEng
#buildinpublic
#engineering
#threejs
#r3f
#javascript
#React
#webgl
@pyodide
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Wiring up a programmable & battery powered motor circuit
Want to learn how?
👉 Join the waitlist:
@BehindEng
#buildinpublic
#electronics
#hardware
#engineering
#threejs
#r3f
#javascript
#React
#webgl
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@onirenaud
@CosyStudios
Is there an engineering blog we could read about how you’ve achieved this? Maybe there’s an opportunity for a new library which makes this easier for other
#webgl
projects to do the same.
@pmndrs
has so many great
#r3f
libraries already, this would be an excellent addition!
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@amasad
Love this! What other industries do you think still need this advancement? With
@Replit
making software development much more accessible to newcomers and providing superpowers to existing coding experts. My friend and I are trying to help people become engineers with
@BehindEng
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@upster
@agihouse_org
@sockcymbal
@narphorium
@vhurgenes
Agreed, latency is a big concern for me in the UX of a generative UI app like this.
@joshpxyne
@sockcymbal
and I were actually talking about this briefly the other day.
A few thoughts on improving UX/performance and what we've integrated into Alvea already (✅):
1. ✅JSON Schema
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Speedrun: Wiring up a virtual programmable LED circuit in 60 seconds 🚀
Want to learn how?
👉 Join the waitlist:
@BehindEng
#buildinpublic
#electronics
#hardware
#engineering
#threejs
#r3f
#javascript
#React
#webgl
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Custom LLM streaming at 61-72 tokens/sec on Replicate! 🔥
Building my go-to LLM deploy repo 🚀
1️⃣ repo to max code reusability and:
✅ deploy to
@runpod_io
&
@replicatehq
easily
✅ support AutoGPT, ExLlama, & future fast libs
✅ streaming
Try now:
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