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AI & ML interests

SLMs, training from scratch, LoRA, TTS, Ternary models. AI Interpretability. BCI. Contact at banaxitech@gmail.com

Recent Activity

repliedto loubnabnl's post 42 minutes ago
𝐈𝐧𝐭𝐫𝐨𝐝𝐮𝐜𝐢𝐧𝐠 🧬 𝐅𝐢𝐧𝐞𝐃𝐍𝐀: 𝐭𝐡𝐞 𝐛𝐞𝐬𝐭 𝐝𝐚𝐭𝐚𝐬𝐞𝐭 𝐭𝐨 𝐭𝐞𝐚𝐜𝐡 𝐚𝐧𝐲 𝐥𝐚𝐧𝐠𝐮𝐚𝐠𝐞 𝐦𝐨𝐝𝐞𝐥 𝐃𝐍𝐀. Training Qwen3-14B on it produces Carbon-X, the strongest open model on DNA benchmarks, on par with GPT-6.1 Sol. It contains: - Midtraining: 300B+ tokens of genomic sequences, papers and web pages mixing DNA with text - SFT: 200K samples, from variant effect prediction to sequence question answering - RL: 98K prompts with verifiable rewards Data, models and the full recipe are open. https://huggingface.co/datasets/HuggingFaceBio/FineDNA Enjoy this late Halloween treat! 🎃
repliedto loubnabnl's post about 4 hours ago
𝐈𝐧𝐭𝐫𝐨𝐝𝐮𝐜𝐢𝐧𝐠 🧬 𝐅𝐢𝐧𝐞𝐃𝐍𝐀: 𝐭𝐡𝐞 𝐛𝐞𝐬𝐭 𝐝𝐚𝐭𝐚𝐬𝐞𝐭 𝐭𝐨 𝐭𝐞𝐚𝐜𝐡 𝐚𝐧𝐲 𝐥𝐚𝐧𝐠𝐮𝐚𝐠𝐞 𝐦𝐨𝐝𝐞𝐥 𝐃𝐍𝐀. Training Qwen3-14B on it produces Carbon-X, the strongest open model on DNA benchmarks, on par with GPT-6.1 Sol. It contains: - Midtraining: 300B+ tokens of genomic sequences, papers and web pages mixing DNA with text - SFT: 200K samples, from variant effect prediction to sequence question answering - RL: 98K prompts with verifiable rewards Data, models and the full recipe are open. https://huggingface.co/datasets/HuggingFaceBio/FineDNA Enjoy this late Halloween treat! 🎃
repliedto loubnabnl's post about 4 hours ago
𝐈𝐧𝐭𝐫𝐨𝐝𝐮𝐜𝐢𝐧𝐠 🧬 𝐅𝐢𝐧𝐞𝐃𝐍𝐀: 𝐭𝐡𝐞 𝐛𝐞𝐬𝐭 𝐝𝐚𝐭𝐚𝐬𝐞𝐭 𝐭𝐨 𝐭𝐞𝐚𝐜𝐡 𝐚𝐧𝐲 𝐥𝐚𝐧𝐠𝐮𝐚𝐠𝐞 𝐦𝐨𝐝𝐞𝐥 𝐃𝐍𝐀. Training Qwen3-14B on it produces Carbon-X, the strongest open model on DNA benchmarks, on par with GPT-6.1 Sol. It contains: - Midtraining: 300B+ tokens of genomic sequences, papers and web pages mixing DNA with text - SFT: 200K samples, from variant effect prediction to sequence question answering - RL: 98K prompts with verifiable rewards Data, models and the full recipe are open. https://huggingface.co/datasets/HuggingFaceBio/FineDNA Enjoy this late Halloween treat! 🎃
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