AI & ML interests

Uncensored AI that's actually Uncensored

Bc-AIย 
posted an update 5 days ago
view post
Post
114
Hello Everyone! Bc-AI here from Smilyai-labs! Today we have done our latest update for CodVa-1-Small. It is very powerful for coding, and benchmark results will come soon. However, it is NOT good for other tasks, with high hallucination rates. We will perform RLHF and DPO very soon!
Bc-AIย 
posted an update 9 days ago
view post
Post
132
Hello everyone! Today we announce our latest coding model, CodVa-1-Small! It is our most capable model to date for coding, which has completed pretraining and support multi-turn conversation! We will Instruction Tune it very soon! its at: Smilyai-labs/CodVa-1-Small
Bc-AIย 
posted an update 12 days ago
view post
Post
110
I have begun training a new LLM on a Single RTX 6000 Pro Blackwell GPU on MoLab free notebooks. This model is a 10B parameter model designed for coding tasks named CodVa-Large. Please expect a launch in a few months! Meanwhile, our CodVa-Small model is wrapping up pretraining and will launch in the coming weeks. Nova-1-Standard is complete as is and we will launch Large very soon.
Bc-AIย 
posted an update 24 days ago
view post
Post
498
we are going to release our latest NOVEL model next! it's called Nova-1-EXP and will be launched as private preview in the smilyai Laboratories BETA TESTERS organisation.
  • 3 replies
ยท
Bc-AIย 
posted an update about 1 month ago
view post
Post
159
New Update on Nova-1 series status!!! So, after 3 days of fixing our dataset script, we finally have nova-1-standard in its final phases of instruction tuning hopefully. I genuinely do not know ha-ha. We are also doing a novel model named Nova-1-EXP with 5 novel components in the model, which we will announce when the time comes.
Bc-AIย 
posted an update about 1 month ago
Bc-AIย 
posted an update about 1 month ago
view post
Post
104
Today, we have released our latest somewhat instruction tuned model! We have also resolved a major issue in our modeling_nova1.py custom code file! We made a zerogpu space to test our model so pleases check it out! its decent at coding, terrible at maths and not good at haiku's. We will continue to improve the model as time passes and the UI will use the latest model by default! https://huggingface.co/spaces/hugging-science/Nova-1-official-chat
  • 1 reply
ยท
Shrijanagainย 
posted an update about 1 month ago
view post
Post
209
Welcome Researcher and Developers!

SKT AI Labs, we are pushing the boundaries of AI architecture and researchโ€”and today, we are thrilled to open our doors to the global research community!

โ€‹We warmly welcome researchers, developers, and AI enthusiasts to join us and contribute to our R&D efforts.

โ€‹๐Ÿงช What You Can Explore:

We invite you to experiment with our WMF (Weight Manifold Fusion) technology. You can test this high-dimensional fusion technique on smaller models to gain a deeper understanding of its behavior and token convergence.

---------- CHECK OUT:

SPACE : SKT-NRS/RD
EXPERIMENT : https://huggingface.co/sKT-Ai-Labs/SKT-SURYA-H
DIRECT TO MAIN DISCUSSION : SKT-NRS/RD#1

โ€‹๐Ÿค Your Feedback Shapes the Future :

โ€‹If it works: Fantastic! Share your results with us and contribute directly to the core vision of SKT AI Labs.

โ€‹If it doesn't work: No problem at all! Your critical feedback is just as valuable to us. Every experiment and anomaly helps us refine this architecture to make it more stable and robust.

โ€‹We firmly believe that true innovation stems from community collaboration and transparent testing. Let's build the future of advanced AI together. Your ideas, test results, and feedback are always welcome!

You Can Still Research and Development On WMF Only SKT-SURYA-H Model is Dismissed.

โ€‹Let's innovate and build together! ๐Ÿ’ก
Bc-AIย 
posted an update about 1 month ago
view post
Post
104
Hello everyone! Today we have resolved the transformers incompatibility for Nova-1-Standard-Preview! It is currently loadable, with trust_remote_code as true. If you don't know what Nova-1-Standard is, we suggest you check out our intro video on the model card! https://huggingface.co/Smilyai-labs/Nova-1-Standard-Preview
Bc-AIย 
posted an update about 1 month ago
view post
Post
132
Hello everyone! We are Smilyai-labs, a small team of 4 high school students who love AI and find it very interesting! We are super excited to launch our first preview edition of our Nova-Standard model! Nova-1 is a small family of LLM's which we built from scratch! We designed a custom efficient architecture, featuring MoD layers and much more! We have added RoPE, making it perfect to use YaRN for context extrapolation! From internal tests, we have found that it can support 8K reasonably well and 16K with some performance decreases! Please note, that this is only a Beta version for testing, and we are actively working to fix it! We are only a small group of 4 students, so our progress might be a bit slow! Thank you for your patience! Thank you for checking out our work and a small follow would be appreciated! We are constantly updating, and we will roll out a gradio demo ASAP! Our hugging face org is at:
Smilyai-labs
. Our model is at: https://huggingface.co/Smilyai-labs/Nova-1-standard-pretrained-preview . The Beta testers org is at:
Smilyai-labs-beta-testers
.
Shrijanagainย 
posted an update about 1 month ago
view post
Post
218
๐Ÿš€ Big News for the AI Community! ๐Ÿ”ฅ

Weโ€™re excited to release NRS_QWEN_MYTHOS_1M โ€” a powerful reasoning model built on Qwen 3.5 9B!
At SKT AI LABS, weโ€™ve supercharged this 9B model with our proprietary Neural Reasoning System (NRS) to deliver next-level performance.

๐Ÿ”ฅ Why This Model is a Game-Changer:
โœ… 100x Reasoning Capacity โ€” Exceptional deep logical thinking and complex problem-solving
โœ… 1 Million Token Context โ€” Perfect for massive codebases, long documents, and multi-turn agentic workflows
โœ… Advanced Thinking Mode โ€” Native <think> tags for true step-by-step Chain-of-Thought reasoning
โœ… Tool-Use Ready โ€” Optimized for Python execution, Web Search, and self-correction
โœ… Blazing Fast โ€” Runs smoothly on consumer GPUs like RTX 3090/4090

Technical Highlights:

Base: Qwen 3.5 9B
Tuning: NRS-specific high-quality reasoning data
Context: 1M Tokens (YaRN Scaling)
License: NRS DOCS

Whether youโ€™re a developer building coding agents, a researcher working with long-context data, or someone who loves powerful reasoning โ€” this model is built for you.

๐Ÿ‘‰ Try it now on Hugging Face:
SKT-NRS/NRS_QWEN_MYTHOS_1M

Drop a comment: What will you build with it first? ๐Ÿ‘‡
#AI #OpenSource #LLM #Qwen #ReasoningModel #HuggingFace #NewModel #AICommunity
Bc-AIย 
posted an update about 1 month ago
view post
Post
227
# ๐Ÿ”ฅ Nova-1 Beta: Test Our New LLMs!

**Smilyai Labs** is building **Nova-1** โ€” open-source LLMs with novel architectures. Join our beta program!

## ๐ŸŽฏ Available Now:

**Nova-1-Standard (1.2B)** โ€” Phase 2 of pretraining in progress
- PPL 13.5 (beats GPT-2 Large!)
- 48K tok/s on consumer GPUs
- Great for code, reasoning, edge deployment

**Nova-1-Large (3.5B)** โ€” Training live RIGHT NOW
- Current: 30.9 PPL, improving fast, loss at 3.5 right now
- Will finish with ~1.7B tokens today
- Better reasoning & longer context

**Nova-1-XL (10B MoE)** โ€” Coming soon (We dont know yet! haha)
- Final Specs not decided yet


## What Makes Nova Special?

โœจ **Mixture of Depths (MoD)** โ€” Routes tokens dynamically, 30% faster
โœจ **Grouped Query Attention** โ€” Efficient like LLaMA 2/3
โœจ **Phased Training** โ€” Fresh 1B tokens each phase (no overfitting!)
โœจ **RoPE** โ€” Context extendable to 8K+

## ๐Ÿค Join Beta Testing:

๐Ÿ‘‰ **[Smilyai-labs-beta-testers](
Smilyai-labs-beta-testers


Get early access, shape the roadmap, and help build transparent open-source AI!

  • 1 reply
ยท
Abhaykoulย 
posted an update about 2 months ago
view post
Post
327
Shipped v0.1.2 of vtx โ€” a minimalist coding agent for the terminal.

Most agentic CLIs ship 10k+ token system prompts. Vtx is ~2,200. Less prompt overhead means more room for your code in the model's context window.

Vtx is a from-scratch Python implementation of the design philosophy behind pi-mono โ€” same principles, pure Python, no transpiled runtime.

What ships out of the box:

โ†’ Textual TUI + headless CLI (vtx -p "fix the failing test")
โ†’ 49 LLM provider gateways, all declared in a single provider.yaml
โ†’ 5 core tools (read / edit / write / bash / find) plus web search and fetch
โ†’ Session tree with compaction, handoff, and resume
โ†’ AGENTS.md / CLAUDE.md auto-discovery
โ†’ Skills system โ€” drop SKILL.md files in .agents/skills/ and they become slash commands
โ†’ Two OAuth flows (GitHub Copilot device flow, OpenAI Codex PKCE)
โ†’ Two-mode permissions: prompt (default) or auto, with a safe-command allowlist

This release adds a proper extension system. Register new LLM-callable tools, intercept tool calls, hook lifecycle events, and add slash commands from a single register(api) function in a Python file under ~/.vtx/agent/extensions/. Extensions can override built-in tools by name and chain handler logic across subscribers.

Apache 2.0. uv tool install vtx-coding-agent and you're running.

GitHub: https://github.com/OEvortex/vtx-coding-agent
PyPI: https://pypi.org/project/vtx-coding-agent

Built in the open. Feedback, extensions, and PRs welcome.
Shrijanagainย 
posted an update 3 months ago
view post
Post
2629
We are pleased to announce that the W-IMG Vision Dataset infrastructure is officially live.

The complete asset infrastructure is now accessible on Hugging Face for internal validation and architecture scaling targets.

Dataset Endpoint - sKT-Ai-Labs/W-IMG

#SovereignAI #ComputerVision #MachineLearning #OpenSource
darkc0deย 
posted an update 4 months ago
view post
Post
4169
For the 1 year anniversary of the public release of darkc0de/XortronCriminalComputingConfig I present "XortronOS"

Something I've been tinkering with on and off for a while. It's a simi-functional desktop environment in your browser. You can chat with Xortron, view Xortron's personal bookmarks, view the Xortron Model Spec.

Still very much a work-in-progress, just a fun toy I thought I'd share...

Open to ideas for improvement

You can visit directly, quickly, and full screen at www.xortron.tech
Or via HF at darkc0de/XortronOS

  • 4 replies
ยท
Shrijanagainย 
posted an update 4 months ago
view post
Post
4321
sKT-Ai-Labs


Join fast we will soon published tokens and all join and get started because we will soon off join request button if you want you can join fast guys
  • 1 reply
ยท