AI & ML interests

We research Diffusions, LLMs and other ML.

AtAndDevΒ 
posted an update about 1 month ago
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SPECK 2 IS ALREADY OUT: specklabs/Speck2-140M

Pretrained on 4x more tokens than the previous releases (20b vs 5b).
Instruct tuned versions are coming soon.
Very interesting models are coming soon too (hint: super long context).

Thanks for everyone supporting!
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AtAndDevΒ 
posted an update about 1 month ago
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SPECK1.5 IS COMING SOON!
Same 5B token budget but much better corpus quality.

Also getting a ton of downloads, thanks for everyone downloading and liking <3

specklabs
AtAndDevΒ 
posted an update about 1 month ago
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NEW SPECK UPDATES:

Just hit #14 and #15 with out FIRST models on Open SLM Leaderboard. The models were trained on 5B tokens, while competing with similarly sized models trained on more than 6-20x the data.

A new base model Speck1.5-140M being trained right now on a higher quality corpus and will be released soon.
SpeckChat3 is coming very soon with 1 million samples, specifically designed to post train small base models.

Also, just to clarify stuff, we will NOT release anything that is NOT MIT licensed EVER. Openness is needed in small language research.

Thanks to everyone supporting the project, and stay tuned for new releases!
AtAndDevΒ 
posted an update about 1 month ago
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SPECK UPDATES:
1 New instruct model tuned on top of Speck1-140M: specklabs/Speck1-140M-Instruct
2 Instruction tuning datasets
2 GGUFs

Much more coming soon:
Speck1.1-140M-Instruct that is post trained on SpeckChat2 will be coming very soon
New base model Speck1.5-140M is coming with a much higher quality corpus

Thanks to everyone who is already supporting the project, and stay tuned for new releases!
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AtAndDevΒ 
posted an update about 1 month ago
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FIRST SPECK MODEL RELEASED:
specklabs/Speck1-140M

new models coming very soon (both instruct and much better models), with much much higher training scale as i am getting marenostrum5 access soon!
we will be looking at 100b-2t token budgets :)
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eienmojikiΒ 
posted an update 3 months ago
ehristoforuΒ 
posted an update about 1 year ago
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πŸš€Hello from the Project Fluently team!

✨ We are happy to share with you our new universal LLM models based on Qwen3 1.7B and 4B β€” powerful, multilingual and ready to solve a wide range of problems!

πŸ› οΈ We have conducted additional training and carefully merged them to achieve even better results and maximize the potential of the models.

πŸ†“ And most importantly β€” the models are completely open and free under the Apache-2.0 license!

πŸ”— Links to repositories:
- FluentlyQwen3-4B: fluently/FluentlyQwen3-4B
- FluentlyQwen3-1.7B: fluently/FluentlyQwen3-1.7B

😍 We will be very glad to hear your feedback and impressions! Your opinion is very important to us!
AtAndDevΒ 
posted an update about 1 year ago
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Qwen 3 Coder is a personal attack to k2, and I love it.
It achieves near SOTA on LCB while not having reasoning.
Finally people are understanding that reasoning isnt necessary for high benches...

Qwen ftw!

DECENTRALIZE DECENTRALIZE DECENTRALIZE
zamalΒ 
posted an update over 1 year ago
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Hey all
Finally it's happening. DeepGit lite is back now, running on cpu only devices. Just smartly search across Github and spin up conversational agents in the background and have grounded conversation with repositories
Try it out now!!!! zamal/DeepGit
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zamalΒ 
posted an update over 1 year ago
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Say hallo to GermaNER πŸ’ͺ– a lightweight, high-accuracy NER model for German texts, powered by XLM-RoBERTa + LoRA adapters!
⚑ Fast, efficient, and open-source – perfect for tagging names, places & orgs in real-world German data.
Try it now on Hugging Face πŸ‘‰ fau/GermaNER
zamalΒ 
posted an update over 1 year ago
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πŸš€ Videoxity is live on Hugging Face! 🎞️
A powerful, modular toolkit for intelligent video manipulation and scene editing.

With Videoxity, you can:

πŸ–ΌοΈ Auto-caption keyframes with BLIP

🧠 Filter scenes using natural language (e.g. β€œremove dog scenes”)

βœ‚οΈ Seamlessly trim videos with FFmpeg

πŸ“Š Generate frame-based summaries

Powered by Groq LLM + LangChain, OpenCV, BLIP, and SentenceTransformers, Videoxity bridges vision and language to give developers full control over video content.
πŸ”§ Built for developers. Feedback welcome!


πŸ‘‰ Try it out here fau/videoxity
AtAndDevΒ 
posted an update over 1 year ago
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deepseek-ai/DeepSeek-R1-0528

This is the end
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AtAndDevΒ 
posted an update over 1 year ago
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Llama 4 is out...
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zamalΒ 
posted an update over 1 year ago
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πŸš€ DeepGit Lite is live! πŸ”βœ¨

Hey folks!
Just launched DeepGit Lite β€” a lighter version of DeepGit with fewer components under the hood.
It won’t perform quite like the full powerhouse, but it’s great for a quick peek and first-hand feel! βš™οΈπŸ‘€

Give it a spin and tell us what you think!
πŸ‘‰ Try it here https://huggingface.co/spaces/zamal/DeepGit-lite
#opensource #DeepGit #gradio #githubresearch
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