Hugging Face's logo
Banaxi's picture
🔄 BananaMind 2 Pro is getting trained

Banaxi PRO

Banaxi-Tech
133 11 125
hotdogs's profile picture free-bit's profile picture RightToken's profile picture
·

AI & ML interests

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

Recent Activity

repliedto their post 11 minutes ago
We're excited to release BananaMind 2 SLMoE, an experimental sequence-level mixture-of-experts model. It uses only 8M parameters per message but has 25M total parameters, 13 experts (out of 64) are selected based on the message prefix and reused for the entire response. We're testing with this sequence-level architecture to find out how big the capability loss actually is and how much of it can be fixed. The long-term idea is that this could make very large sparse models usable on machines that can't fit them in RAM by putting the entire model (which is big) on disk and only loading the active parts into VRAM. This architecture is still in research and shouldn't be used for production models. We trained it on 60B tokens (of FineWeb-HQ, FineWeb-Edu, DCLM ,Cosmopedia v2, FineMath and NPSet-2) on 8 RTX Pro 6000s. Check it out at https://huggingface.co/BananaMind/BananaMind-2-SLMoE Follow us for future models: https://huggingface.co/BananaMind @vovaRL @Banaxi-Tech @DedeProGames BananaMind 2 Pro in a few days. You've been waiting 22 days for it.
repliedto LH-Tech-AI's post about 2 hours ago
Hey community and sponsors! We are announcing the Supra3 family with four core SLM models: - Supra3 Flash Lite: 25M parameters, ~60B pretraining tokens - Supra3 Flash: 50M parameters, ~100B pretraining tokens - Supra3 Pro: 75M parameters, ~150B pretraining tokens - Supra3 Ultra: 100M parameters, ~200B pretraining tokens For Supra3 Pro and Ultra, we search for sponsors who give us free access to compute like RTX 5090 32GB or so. We estimate the total cost of the pro and ultra models at around $600. For Supra3 Flash Lite and Flash, we do not need sponsors. If anyone would apply for helping us, we would be really thankful and this person would get early access to new modele, insider information, credit and more! Contact: here or on discord: lh_tech_ai
repliedto LH-Tech-AI's post about 2 hours ago
Hey community and sponsors! We are announcing the Supra3 family with four core SLM models: - Supra3 Flash Lite: 25M parameters, ~60B pretraining tokens - Supra3 Flash: 50M parameters, ~100B pretraining tokens - Supra3 Pro: 75M parameters, ~150B pretraining tokens - Supra3 Ultra: 100M parameters, ~200B pretraining tokens For Supra3 Pro and Ultra, we search for sponsors who give us free access to compute like RTX 5090 32GB or so. We estimate the total cost of the pro and ultra models at around $600. For Supra3 Flash Lite and Flash, we do not need sponsors. If anyone would apply for helping us, we would be really thankful and this person would get early access to new modele, insider information, credit and more! Contact: here or on discord: lh_tech_ai
View all activity

Organizations

Hugging Science's profile picture ML intern explorers's profile picture Unsloth Jobs Explorers's profile picture BananaMind AI's profile picture BananaMind Model Previewers's profile picture North ML Previews's profile picture BananaMind Tetris Challenge's profile picture