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Recent Activity

alex-feeel new activity about 1 month ago

build-small-hackathon/cxr-draft-auditor-traces:Link the code repository

alex-feeel new activity about 1 month ago

build-small-hackathon/cxr-draft-auditor:Link the code repository

ProCreations new activity about 1 month ago

build-small-hackathon/tutori:This is extremely cool!

View all activity

Articles

Signal Garden: A Game Engine That Keeps Mutating

Jun 16

• 4

Yui Home Assistant — teaching a 3B model to write Home Assistant automations that actually work

Jun 15

Teaching a 4B Model to Run a City-Wide Scavenger Hunt — Without Naming a Single Street

Jun 15

🌿 Elysium: Building a Persistent Agentic Civilization on a Bioluminescent Hypergraph

Jun 15

Sozai — Build Memories Together

Jun 15

• 1

NIGHTWAVE — a whole all-night radio station run by a one-billion-parameter brain

Jun 15

• 1

The Mountain Called Unnecessary

Jun 15

• 1

I built a world you can talk into existence

Jun 15

6ixPulse: piloting agentic neighbourhood research, starting with Toronto

Jun 15

Slipstream: a benchmark for mid-flight project forecasting, and a small agent that blends the best methods

Jun 15

• 1

GrandVoice: A Multilingual Voice Companion for Grandparents, Kids, and Families

Jun 15

Open to Work: The Musical — distilling a 20B lyricist into a 0.5B model that runs on CPU

Jun 15

Ink-Wash Universe: A Developer’s Chronicle of Building a Local LLM Traditional Liuyao Divination App (FateForge) at a Hackathon

Jun 15

Professor Pip - a tiny teacher who lives in your browser

Jun 15

• 1

🧬 Carbon-VEPor: Efficient Variant Effect Prediction with Carbon

Jun 15

• 4

DiffSense: A Local-First Pull Request Reviewer Built During Build Small

Jun 15

From "Play My Workout Playlist" to a Real Android Tap Plan

Jun 15

• 1

Building an AI Interview Coach for the BuildSmall Hackathon 2026

Jun 15

• 6

FitCheck: What AI can your computer actually run?

Jun 15

Wardrobe AI: Shop Your Own Closet with a 4B Model

Jun 15

The Invention of Narrating — building Small Cuts

Jun 15

Building Figment For Build Small: What I Learned About Making Small Models Useful

Jun 15

Small Models, Bounded Jobs: Building Lesson Agent for the Hugging Face Build Small Hackathon

Jun 15

• 1

Three Tiny Models, One Bedtime Story

Jun 15

Caro5 Day 6 part 1: Reviewing 🍄

Jun 15

Minecraftify: Turning Real Images into Minecraft Worlds with FLUX.2-Klein

Jun 15

• 1

Chhaya: teaching a 4B model to be the eyes, not the doctor

Jun 15

• 3

Viva Mais AI: 1B models for one person

Jun 15

• 1

Building "YourGymBuddy" – A Race Against Time, Modal Fine-Tuning, and the Power of Local AI

Jun 15

• 1

Moku: The Word That Wouldn't Stay Put

Jun 15

Floodlight Venue Manager Running Notes

Jun 15

🌾 KrishiSathi — From Farmer Problems to AI-Powered Agricultural Intelligence

Jun 15

Quantization is the safety blind spot of local AI — so I built the screen for it

Jun 15

• 1

The Office Meets Silicon Valley

Jun 15

• 8

Anim Vid AI: Turning Any Concept Into a Manim Animation With Fine-Tuned Small Models

Jun 15

• 2

Constellation of Hope - Build Small

Jun 15

• 1

Local Privacy Filtering for Shareable Agent Traces

Jun 15

Interview Coach: Real-Time, Local Interview Assistance Without Taking Over the Answer

Jun 15

Shamsher: Predicting Football Matches

Jun 15

LocalDuo — Build Small Hackathon Field Notes

Jun 15

• 1

GharScan: Teaching a 2B-Parameter Model to Read Indian Walls

Jun 15

• 1

500 Million Farmers, One Fragile Phone Line

Jun 15

• 2

Building MatchWise🃏: Turning a 1B Model into a Tiny Game Director

Jun 15

Building MiniCPM Financial RAG: Financial Document Intelligence with Small Models

Jun 15

Building Parallel Plate: A Solo Journey into AI-Native Digital Twin Cooking

Jun 15

Building Kids Education AI: Turning Small Models into a Complete Learning Companion for Children

Jun 15

TinyPress, Tokens, and Learning to Say More with Less

Jun 15

Moku: The Forest Had No Dictionary

Jun 15

Tiny Civilization: I Built a Persistent Woodland Newspaper Powered by a 1.5B Model

Jun 15

I Built Judge-Copilot for Someone I'll Never Meet

Jun 15

• 2

Eyas: AI Security Camera Agent

Jun 15

• 6

Token bills, kill switches — why I fine-tuned a UX writing model you can own

Jun 15

I Built the Anti-LinkedIn — An AI Platform That Rewards Honesty, Roasts Braggarts, and Turns Your Workplace Chaos Into a Podcast

Jun 14

• 1

Ani Kɛse: a small-model care loop for Ghanaian families

Jun 14

Aerosphere: A Three.js Planetary Sandbox

Jun 14

• 1

Arcana: Tarot Deck Generator and Reader

Jun 14

• 2

Closet Twin: Your AI-Powered Personal Stylist Built for the Build Small Hackathon

Jun 14

• 4

Building Mycelium for the Build Small Hackathon

Jun 14

In your own wor(l)ds: the tiny model in your browser is your writing rival!

Jun 14

Vitál: A Wellness OS for People Who Live at Their Laptops

Jun 14

• 1

Agentic Humanitarian Data Analyst — a small model that writes the plan before it runs the numbers

Jun 14

• 1

whatfirst · small — what to do first, on a 3B model, fully offline

Jun 14

• 2

Rune Goblin: An AI Dungeon Crawler Where Your Doodles Become Spells

Jun 14

• 2

Building Solace Space: How I Fine-Tuned a 1B LLM for Emotional Intelligence and Local Deployment

Jun 14

• 1

Hackathon Advisor: A Living Field Guide for Hackathon Builders

Jun 14

AI Puppet Theater: From Premise to Puppet Show

Jun 14

• 3

Split-Brain Co-Pilot: local-first coding with a 1.5B browser model and a 14B verifier

Jun 14

• 2

Behind the Scenes of The Grand Tribunal: Fine-Tuning Philosophers and Dynamic AI Judging

Jun 14

• 2

Field Notes: Putting a Chinese Trading Theory on a Fine-Tuned 1.7B

Jun 14

• 3

Lost & Found Desk: small models for staff-controlled item return

Jun 14

• 1

ToneBridge: Fine-Tuning a Small Mandarin Coach for Context-Aware Corrections

Jun 14

• 1

Building TutorDesk AI — An On-Laptop Copilot for Indian Tuition Teachers

Jun 14

Epic Errands V1 Quick Eval: Text-First Agent Traces

Jun 14

Teaching a 1B Model to Speak Puppet JSON

Jun 14

• 4

Field Notes: Perfector(Post Audit) — a brief-aware social-post auditor in 4.5B params

Jun 14

PacketCourt: The packet takes the stand

Jun 14

• 1

I built a soap chemistry AI after someone said "tallow maybe?"

Jun 14

Momo: Become Local in 30 Seconds

Jun 14

• 2

Field Notes: Building a Chest X-ray Draft Auditor with Two Tiny 4B Models — MedGemma and NVIDIA Nemotron

Jun 14

• 1

ZeroWasteKitchen: five small models, one banana curry, and what 4B parameters are actually for

Jun 14

How I Built an AI Auditor for India's 12 Million Kirana Stores

Jun 14

unplug-tiny: a 22M-parameter prompt-injection firewall that tells you where the attack is

Jun 13

• 1

Blood Test Explainer, teaching a 1.3B model to read your lab report, offline

Jun 13

• 2

Twenty-four minds on one laptop, in airplane mode: the engineering behind mAIndlock

Jun 13

• 1

Six tiny minds in a skull: NPCs built on decision neuroscience, not a personality prompt

Jun 13

Playable Woods and a Fishbowl to Watch Them

Jun 13

You Are a Bug: A Hackathon Diary Post

Jun 13

Read the Room: build-smol-hackathon

Jun 13

Mumbai Local: when the AI runs the trains, and you are the chaos

Jun 13

• 1

Building Mystery-Mail Guardian: A Project for build-small-hackathon

Jun 13

Building Emoji Studio: A Project for build-small-hackathon

Jun 13

GigScan - Add gig posters to your diary instantly

Jun 13

Clue Vibes: Taboo, except the tiny model is the one guessing

Jun 13

Pit Wall Chaos: 12 words, real F1 radio, and a tiny LLM judge

Jun 13

Sense Garden: asking a tiny model what a word means right here

Jun 13

Building “1000 Rooms” for the Hugging Face Build Small Hackathon

Jun 13

Aranya: Teaching a Small Model to See Plants and Tell Their Stories

Jun 13

• 1

Small Talk: An AI-to-AI Podcast Hosted by Robots

Jun 13

• 4

The Un-Translator: Turning Everyday Inconveniences into Cosmic Tragedies

Jun 13

Field Notes: I Built a Radio That Picks Up Lost Universes

Jun 12

• 3

Podify: A Small, Useful AI Podcast Studio

Jun 12

• 2

Jawbreaker: Private Scam Defense for Someone You Love

Jun 12

• 4

Building ProofKit: fine-tuning a small model without losing the product

Jun 12

CodeFlow: Visualizing Complicated Code

Jun 12

• 2

FrogQuest: I turned my to-do list into an 8-bit RPG where I'm the hero

Jun 12

• 1

Building "Wall Street of AI Agents": How I Crammed a Multi-Agent Financial Simulation into a 1B Parameter Model

Jun 12

• 1

SciVisual-Agent: A Physics and Mathematics Virtual Animation Lab

Jun 12

Field Notes: Building Tutori, a Whiteboard Tutor That Draws While It Talks

Jun 12

• 3

Caro5: Day 5: Generating dataset and first try at ONNX

Jun 12

Growing the Compliment Forest: Small Models, Honest Encouragement, and Five Clearings

Jun 12

Mapping Conflict to Motion: building Dempster's Court

Jun 12

Build Small, Deploy Big Panic: How I Built DOD - Deploy or Draw for the Build Small Hackathon

Jun 12

• 1

Sema: I built a reading companion for my brother

Jun 11

• 2

Caro5: First dataset gen runs ( day 4 ) 🍄

Jun 11

Analog Town: A Shortwave Simulator for Fictional Minds

Jun 11

Caro5: Data Pipeline - Day 3 🍄

Jun 10

• 1

Naija Solar: a solar advisor you can talk to, in your own language

Jun 10

• 4

CraftPilot: Building a Multi-Agent Craft Business Assistant with a Single Small Model

Jun 9

Room Vibe Check: Two Tiny Models Read the Vibe of Your Room

Jun 9

The Mind of Tashi: making a 200M-active model's reasoning the game

Jun 9

🛒 Nutri-Analyser AI for Smarter Grocery Shopping

Jun 9

• 1

The gambit that decayed: when the wood learned to remember

Jun 9

Field notes from The Kintsugi Garden

Jun 9

• 1

Caro5: Build Small Hackathon: First Days

Jun 9

NeuroBait: I fine-tuned a model to spark dopamine for ADHD brain

Jun 9

• 5

TurboSkillSlug: What If Your Debug Session Grew a Shell?

Jun 9

ClinIQ: Building an On-Device Pharmacist for Small Clinics

Jun 8

The crash that vanished: control and emergence in a five-model economy

Jun 8

Building Pakistan Notice Helper: A Small AI Tool for a Very Local Safety Problem

Jun 8

• 2

Amazing Digital Dentures (a failed project)

Jun 7

• 1

Room360: Video-to-3D Spatial Reconstruction Platform

Jun 7

• 3

Her · हेर — a detective for your Claude Code sessions

Jun 7

• 14

Five labs, five minds: building a multi-model finance drama on small models

Jun 6

• 3

Persona Atlas: Mapping How Famous Minds Think

Jun 6

• 3

Thousand Token Wood: shipping a multi-agent economy on a 3B model

Jun 5

• 6

View all articles

ProCreations

posted an update 5 days ago

Post

215

auto 200m 2 is out now!
Auto is a series of models designed to classify if a tool called by an AI agent is safe to run or not, like how the "auto" approval modes work in codex or claude. This is the smallest model in the series by far and it still packs a punch! Over 96 percent accuracy on the held out benchmark, beating deepseek v4 0731 and absolutely destroying regex at classifying if a tool call is safe to run (to be fair it is a bit of a weird and very hard benchmark but it works!)
check it out: ProCreations/auto-200m-2

1 reply

ProCreations

posted an update 11 days ago

Post

1546

Introducing Bonsai 2 27b GSQ RCO! It applies two newly-popular methods for quants to retain higher accuracy. Bonsai 2 27b GSQ RCO achieves around 6 percent lower perplexity on WikiText-2 compared to Bonsai 2 27b and roughly unchanged benchmark accuracy overall, with small mixed differences. It stays under 7gb, staying small like the original bonsai. Note that this is more of an experiment than a true finished product but the gains we saw are cool! Test it out and let me know what you think!
ProCreations/bonsai-2-27b-gsq-rco-gguf

ProCreations

posted an update 13 days ago

Post

236

Bonsai 2 27b is out! Here's a DFlash2 head for it so you can run it as fast as possible
ProCreations/Ternary-Bonsai-2-27B-DFlash2

ProCreations

posted an update 16 days ago

Post

ICYMI:
Grug 27b v2 released! It brings increased quality, fixes repetitive loop / malformed session title issues seen in grug 27b v1.1, and reasoning efforts now truly work.
ProCreations/grug-27b-v2

1 reply

ProCreations

posted an update 19 days ago

Post

188

hello, Grug.
ProCreations/grug-27b-v2

ProCreations

posted an update 20 days ago

Post

112

Grug 27b gguf got around 400,000 downloads. Grug v1.1 gguf got around 1000. Do you guys want new grugs?

ProCreations

posted an update 22 days ago

Post

146

auto 0.4b 2 is out now and it beats out auto 1b at half the size. check it out! https://x.com/SSHCodes/status/2097575612919545869

1 reply

ProCreations

posted an update 23 days ago

Post

2017

check out ProCreations/minicpm5-2b-webgpu
i was bored

3 replies

ProCreations

posted an update 27 days ago

Post

169

nvidia

5 replies

ProCreations

posted an update about 1 month ago

Post

2143

what should i make next?

10 replies

alex-feeel

in build-small-hackathon/cxr-draft-auditor-traces about 1 month ago

Link the code repository

#1 opened about 1 month ago by

alex-feeel

in build-small-hackathon/cxr-draft-auditor about 1 month ago

Link the code repository

#1 opened about 1 month ago by

alex-feeel

ProCreations

posted an update about 1 month ago

Post

204

shooting my shot lol https://x.com/SSHCodes/status/2092808882984788021

1 reply

ProCreations

posted an update about 1 month ago

Post

2388

check out ProCreations/booper-chat an extremely tiny LM that is surprisingly coherent at english and hilarious to chat with. space: ProCreations/booper-chat
btw for the compute giveaway, winners have been decided. Booper is apart of this (won, they allowed the model to be posted on my page and they used it for their use case) and the other winners have been contacted.
NOTE!! this model is trained purely as a conversationalist and do NOT depend on it for math, facts, and pretty much everything.

4 replies

ProCreations

in build-small-hackathon/tutori about 1 month ago

This is extremely cool!

#2 opened about 1 month ago by

Bc-AI

ProCreations

posted an update about 1 month ago

Post

186

Last day to enter the compute giveaway i mentioned in my last post for your projects!
https://giveaway.ssh.codes
side note: i have a new x account, go follow it! https://x.com/SSHCodes with the x account i have big plans for ai stuff 👀

13 replies

ProCreations

posted an update about 1 month ago

Post

3434

I have hit 300 followers, and I think this calls for a bit of a giveaway 👀 a unique one, too.
I have had countless AI projects I have wanted to make but have been (brutally) blocked by compute. Now that I finally have just enough compute to sort of get around (i still don't have enough 😭) and for hitting 300 followers (tysm!) I will be funding three of the communities projects via HuggingFace jobs, giving them 150 dollars max worth of compute each. I will personally be picking the winners, I am looking for projects that genuinely hit the compute wall: great ideas, blocked by compute, just like the countless ideas I've had.
To join, head over to https://giveaway.ssh.codes
RULES:
- Final result must be open weight or open source
- Only one submission per person
- Have fun!

36 replies

ProCreations

posted an update about 1 month ago

Post

123

grug 27b v1.1 is here! It is now based off Qwen 3.8 27b and comes with its reasoning efforts and is a solid trade off on grug 27b v1, coming with enhanced coding performance and agentic performance. Check it out! https://huggingface.co/ProCreations/Grug-27b-v1.1

1 reply

ProCreations

posted an update about 2 months ago

Post

1791

i go to huggingface, look on spaces just to see whats new and i see that MY OWN space is trending. ProCreations/maple-webgpu
very cool to see, on the very first page of spaces too. anything is possible in the open source community!

1 reply

ProCreations

posted an update about 2 months ago

Post

249

the day i get my nvidia blackwell pro 6000 (one day) i wont tell anyone, but there will be signs (including like 100x faster model releases)

7 replies

AI & ML interests

Recent Activity

Articles

Signal Garden: A Game Engine That Keeps Mutating

Noteworthy

Yui Home Assistant — teaching a 3B model to write Home Assistant automations that actually *work*

My First MO§ES™ SigRank — the diagnostic x-ray of the token economy

Moku: The First Lie in the Canopy

Elder Care Copilot: Bringing Order to the Chaos of Caregiving Paperwork

I built a tool that tells you exactly why you'll be rejected — before you apply

Field Notes: building a shop-floor AI on a small local model

Teaching a 4B Model to Run a City-Wide Scavenger Hunt — Without Naming a Single Street

Building the NPC Generator

🌿 Elysium: Building a Persistent Agentic Civilization on a Bioluminescent Hypergraph

Sozai — Build Memories Together

NIGHTWAVE — a whole all-night radio station run by a one-billion-parameter brain

The Mountain Called Unnecessary

I built a world you can talk into existence

6ixPulse: piloting agentic neighbourhood research, starting with Toronto

Slipstream: a benchmark for mid-flight project forecasting, and a small agent that blends the best methods

GrandVoice: A Multilingual Voice Companion for Grandparents, Kids, and Families

Open to Work: The Musical — distilling a 20B lyricist into a 0.5B model that runs on CPU

Ink-Wash Universe: A Developer’s Chronicle of Building a Local LLM Traditional Liuyao Divination App (FateForge) at a Hackathon

Professor Pip - a tiny teacher who lives in your browser

🧬 Carbon-VEPor: Efficient Variant Effect Prediction with Carbon

DiffSense: A Local-First Pull Request Reviewer Built During Build Small

From "Play My Workout Playlist" to a Real Android Tap Plan

Building an AI Interview Coach for the BuildSmall Hackathon 2026

FitCheck: What AI can your computer actually run?

Wardrobe AI: Shop Your Own Closet with a 4B Model

The Invention of Narrating — building Small Cuts

Building Figment For Build Small: What I Learned About Making Small Models Useful

Small Models, Bounded Jobs: Building Lesson Agent for the Hugging Face Build Small Hackathon

Three Tiny Models, One Bedtime Story

Caro5 Day 6 part 1: Reviewing 🍄

Minecraftify: Turning Real Images into Minecraft Worlds with FLUX.2-Klein

Chhaya: teaching a 4B model to be the eyes, not the doctor

Viva Mais AI: 1B models for one person

Building "YourGymBuddy" – A Race Against Time, Modal Fine-Tuning, and the Power of Local AI

Moku: The Word That Wouldn't Stay Put

Epic Errands

Floodlight Venue Manager Running Notes

🌾 KrishiSathi — From Farmer Problems to AI-Powered Agricultural Intelligence

Quantization is the safety blind spot of local AI — so I built the screen for it

The Office Meets Silicon Valley

Anim Vid AI: Turning Any Concept Into a Manim Animation With Fine-Tuned Small Models

Constellation of Hope - Build Small

Meet Puck

How I Built AI Picture Book

Local Privacy Filtering for Shareable Agent Traces

Interview Coach: Real-Time, Local Interview Assistance Without Taking Over the Answer

Off the Grid, On Schedule

Shamsher: Predicting Football Matches

Typotopia

LocalDuo — Build Small Hackathon Field Notes

GharScan: Teaching a 2B-Parameter Model to Read Indian Walls

500 Million Farmers, One Fragile Phone Line

Building MatchWise🃏: Turning a 1B Model into a Tiny Game Director

Building MiniCPM Financial RAG: Financial Document Intelligence with Small Models

Building Parallel Plate: A Solo Journey into AI-Native Digital Twin Cooking

Building Kids Education AI: Turning Small Models into a Complete Learning Companion for Children

TinyPress, Tokens, and Learning to Say More with Less

Moku: The Forest Had No Dictionary

Tiny Civilization: I Built a Persistent Woodland Newspaper Powered by a 1.5B Model

How I Built AI Puzzle Maker

How I Built Run Reachy Run

I Built Judge-Copilot for Someone I'll Never Meet

Eyas: AI Security Camera Agent

Token bills, kill switches — why I fine-tuned a UX writing model you can own

I Built the Anti-LinkedIn — An AI Platform That Rewards Honesty, Roasts Braggarts, and Turns Your Workplace Chaos Into a Podcast

Ani Kɛse: a small-model care loop for Ghanaian families

Aerosphere: A Three.js Planetary Sandbox

Arcana: Tarot Deck Generator and Reader

Closet Twin: Your AI-Powered Personal Stylist Built for the Build Small Hackathon

Building Mycelium for the Build Small Hackathon

In your own wor(l)ds: the tiny model in your browser is your writing rival!

Vitál: A Wellness OS for People Who Live at Their Laptops

Agentic Humanitarian Data Analyst — a small model that writes the plan before it runs the numbers

whatfirst · small — what to do first, on a 3B model, fully offline

Rune Goblin: An AI Dungeon Crawler Where Your Doodles Become Spells

Yui Home Assistant — teaching a 3B model to write Home Assistant automations that actually work

unplug-tiny: a 22M-parameter prompt-injection firewall that tells you where the attack is

Mumbai Local: when the AI runs the trains, and you are the chaos

The Mind of Tashi: making a 200M-active model's reasoning the game