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smirkiΒ 
posted an update 4 months ago
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Introducing OmniCoder-9B

We trained a 9B coding agent on 425K real agentic trajectories from Claude Opus 4.6, GPT-5.4, GPT-5.3-Codex, and Gemini 3.1 Pro across Claude Code, OpenCode, Codex, and Droid scaffolding.

Results:
- GPQA Diamond: 83.8 pass@1 (166/198), 86.4 pass@3 β€” above GPT-OSS-120B (80.1), Qwen3.5-9B (81.7), and Claude Haiku 4.5 (73)
- AIME 2025: 90 pass@5 (27/30)
- Terminal-Bench 2.0: 28.1 (25/89) β€” +8.1 points over base model

The key insight: We trained on what frontier agents actually do, real tool calls, real error recovery, real edit diffs. The model learns read-before-write patterns, responds to LSP diagnostic, and applies minimal diffs instead of full rewrites.

Base: Qwen3.5-9B. LoRA SFT, 4x H200, Axolotl, 99.35% packing efficiency.

Weights:
Tesslate
huggingface.co/Tesslate/OmniCoder-9B
GGUF: huggingface.co/Tesslate/OmniCoder-9B-GGUF
Apache 2.0. Run it locally.
bzmhkΒ 
published a Space 10 months ago
smirkiΒ 
posted an update 11 months ago
smirkiΒ 
posted an update 12 months ago
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Just dropped! Tesslate/UIGEN-X-32B-0727 Runs Locally and Crushes It. Reasoning for UI, Mobile, Software and Frontend design.

Specifically trained for modern web and mobile development across frameworks like React (Next.js, Remix, Gatsby, Vite), Vue (Nuxt, Quasar), Angular (Angular CLI, Ionic), and SvelteKit, along with Solid.js, Qwik, Astro, and static site tools like 11ty and Hugo. Styling options include Tailwind CSS, CSS-in-JS (Styled Components, Emotion), and full design systems like Carbon and Material UI. We cover UI libraries for every framework React (shadcn/ui, Chakra, Ant Design), Vue (Vuetify, PrimeVue), Angular, and Svelte plus headless solutions like Radix UI. State management spans Redux, Zustand, Pinia, Vuex, NgRx, and universal tools like MobX and XState. For animation, we support Framer Motion, GSAP, and Lottie, with icons from Lucide, Heroicons, and more. Beyond web, we enable React Native, Flutter, and Ionic for mobile, and Electron, Tauri, and Flutter Desktop for desktop apps. Python integration includes Streamlit, Gradio, Flask, and FastAPI. All backed by modern build tools, testing frameworks, and support for 26+ languages and UI approaches, including JavaScript, TypeScript, Dart, HTML5, CSS3, and component-driven architectures.
smirkiΒ 
posted an update about 1 year ago
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✨ We’re live! Introducing TFrameX, the agentic framework for AI builders.

After nights of development, we’re finally open-sourcing TFrameX, a powerful AI agent communication and coordination library.
TFrameX lets you:

πŸ€– Run agents in dynamic flows
πŸ” Compose reusable patterns like Sequential, Parallel, Router, and more
🧠 Enable agent-to-agent collaboration and delegation
⚑ Build modular, complex multi-agent systems that just work

πŸ‘‰ GitHub: TFrameX
https://github.com/TesslateAI/TFrameX

But we didn’t stop there.

We also built a sleek visual builder to design, deploy, and debug your agent patterns without writing boilerplate!

🧩 Visual Studio for TFrameX: https://github.com/TesslateAI/Studio

If you’re building agent frameworks, LLM tools, or agentic apps, TFrameX gives you the tools to move fast and reason deeply.
smirkiΒ 
posted an update over 1 year ago
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I was able to make a demo dashboard application with my react model through prompting. You can play with it here: Tesslate/Tessa-T1-14B

http://playcode.io/2309196

What my react model made (prompted each file individually)
Ex.
Create a React component named Header that accepts the following props:

logo (string): the URL to the logo image

title (string): the title text to display

menuItems (array of objects): each object should contain a label (string) and href (string)
The Header should render a logo (an <img>), the title (e.g., in an <h1>), and a navigation menu with links. The component should be responsive with a mobile menu option. Export it as the default export.

It should be one of the coolest things I've ever seen. Have it have a search and profile login and almost every feature that is really nice in a header. It should be framer level quality.


And a final prompt:
Construct a React component named Dashboard that integrates the Header, Sidebar, MainContent, and Footer components. (These should all be imports) This component should:

State Management: Maintain a state variable activeTab (string) using React’s useState hook, defaulting to an initial value (e.g., 'dashboard').

State Propagation: Pass activeTab and a state update function (e.g., setActiveTab) to the Sidebar component via the onTabChange prop. Also pass activeTab to MainContent so that it knows which content to render.

Layout: Arrange the components using a responsive layout. Place the Header at the top, a flex container for the body with the Sidebar on the left and MainContent on the right, and the Footer at the bottom.

Styling: Use inline styles or CSS classes for basic layout structure (e.g., flexbox, grid). Export Dashboard as the default export.


smirkiΒ 
posted an update over 1 year ago
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Introducing a SMALL Reasoning React Model with State!
We did this by introducing a new form of reasoning that aligns with UI principles to do a layer of testing. For example:
"Looking back at all these pieces, we've considered state management, data structures, core functionalities etc"
And it comes in all sizes. Great for agents!
Tesslate/tessa-t1-react-reasoning-model-67e0fb72ca23e04473885c0e
Tesslate/Tessa-T1-14B
https://huggingface.co/smirki/Tessa-T1-14B-Q8_0-GGUF
smirkiΒ 
posted an update over 1 year ago
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Hey! What kind of models do you guys want to see?
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smirkiΒ 
posted an update over 1 year ago
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Please join my discord! I can answer any questions, talk about news and updates, or even just talk about ai, and take your feedback!
https://discord.gg/DkzMzwBTaw
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smirkiΒ 
posted an update over 1 year ago
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UIGEN for Tailwind v4 is coming soon!
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TonicΒ 
posted an update over 1 year ago
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πŸ™‹πŸ»β€β™‚οΈhey there folks ,

Goedel's Theorem Prover is now being demo'ed on huggingface : Tonic/Math

give it a try !
TonicΒ 
posted an update over 1 year ago
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πŸ™‹πŸ»β€β™‚οΈ Hey there folks ,

our team made a game during the @mistral-game-jam and we're trying to win the community award !

try our game out and drop us a ❀️ like basically to vote for us !

Mistral-AI-Game-Jam/TextToSurvive

hope you like it !
TonicΒ 
posted an update over 1 year ago
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πŸ™‹πŸ»β€β™‚οΈ Hey there folks ,

Facebook AI just released JASCO models that make music stems .

you can try it out here : Tonic/audiocraft

hope you like it
TonicΒ 
posted an update over 1 year ago
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πŸ™‹πŸ»β€β™‚οΈHey there folks , Open LLM Europe just released Lucie 7B-Instruct model , a billingual instruct model trained on open data ! You can check out my unofficial demo here while we wait for the official inference api from the group : Tonic/Lucie-7B hope you like it πŸš€
TonicΒ 
posted an update over 1 year ago
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microsoft just released Phi-4 , check it out here : Tonic/Phi-4

hope you like it :-)
TonicΒ 
posted an update over 1 year ago
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πŸ™‹πŸ»β€β™‚οΈhey there folks,

periodic reminder : if you are experiencing ⚠️500 errors ⚠️ or ⚠️ abnormal spaces behavior on load or launch ⚠️

we have a thread πŸ‘‰πŸ» https://discord.com/channels/879548962464493619/1295847667515129877

if you can record the problem and share it there , or on the forums in your own post , please dont be shy because i'm not sure but i do think it helps πŸ€—πŸ€—πŸ€—
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TonicΒ 
posted an update over 1 year ago
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boomers still pick zenodo.org instead of huggingface ??? absolutely clownish nonsense , my random datasets have 30x more downloads and views than front page zenodos ... gonna write a comparison blog , but yeah... cringe.
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TonicΒ 
posted an update over 1 year ago
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πŸ™‹πŸ»β€β™‚οΈ hey there folks ,

really enjoying sharing cool genomics and protein datasets on the hub these days , check out our cool new org :
seq-to-pheno


scroll down for the datasets, still figuring out how to optimize for discoverability , i do think on that part it will be better than zenodo[dot}org , it would be nice to write a tutorial about that and compare : we already have more downloads than most zenodo datasets from famous researchers !
TonicΒ 
posted an update over 1 year ago
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hey there folks,

twitter is aweful isnt it ? just getting into the habbit of using hf/posts for shares πŸ¦™πŸ¦™

Tonic/on-device-granite-3.0-1b-a400m-instruct

new granite on device instruct model demo , hope you like it πŸš€πŸš€