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arthu1  updated a Space 3 days ago
north-previews/README
arthu1  published a Space 3 days ago
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Banaxi-Tech 
posted an update about 4 hours ago
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36
We're exited to announce BananaMind OS, our OS specically for running BananaMind models!
Its able to run BananaMind 2 Nano at 4 bit on only 7-8MB of ram, the 2 bit on 6MB of ram and the 8 bit version on 14MB of RAM!
It runs on a 486 or newer!
Check out this video and image running BananaMind 2 Nano 4 Bit on 9
MB of RAM and a emulated 486 in QEMU at ~1TPS!
We asked it: "What is the first letter of the alphabet?"
The response is:
"The first letter of the alphabet is:
- A.
"
Comment and like this post for a GitHub link and comment for adding other models!
Banaxi-Tech 
posted an update 1 day ago
arthu1 
updated a Space 3 days ago
arthu1 
published a Space 3 days ago
Banaxi-Tech 
posted an update 3 days ago
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149
u guys want bananamind 2 ultra?
reply for bananamind 2 ultra want
Banaxi-Tech 
posted an update 4 days ago
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3224
We did an experiment, we wanted to see if AI is good enough to train models.
We used GPT 5.6 Sol Max for this because its one of the most powerful ones right now.
Our instructions were, it should write the training code, and start the training process and monitor it by itself.
We also gave it a link to BananaMind 2 Mini to get our architecture right.
The result: It worked, it made the working BananaMind 2 Nano, and even beat our previous MiniBananaMind v4 9M.
Its getting way easier to develop your own models now!
  • 8 replies
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LH-Tech-AI 
posted an update 5 days ago
Banaxi-Tech 
posted an update 5 days ago
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2311
We're excited to release BananaMind 2 Pro Preview, our best model yet.
Trained on ~52B tokens it performs extremely good for its token and size class.
We trained it on a single 5070 Ti in about 11 days.
Check it out at BananaMind/BananaMind-2-Pro-Preview.
Sadly we need to delay BananaMind 2 Micro until the launch of the final BananaMind 2 Pro.
We will release the final checkpoint with 100B tokens in ~11 days.
Go and fine-tune it!
We've also released BananaMind 2 Pro Preview Chat which is the instruct version of it!
BananaMind/BananaMind-2-Pro-Preview-Chat

Follow us to know when the final releases and support us at
BananaMind
@Banaxi-Tech
  • 5 replies
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AxionLab-official 
posted an update 6 days ago
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3426
Tommorow we are releasing Supra2-Pro(100M params), our flagship, get ready!

(follow SupraLabs to get tuned in!)
SupraLabs
  • 9 replies
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Banaxi-Tech 
posted an update 6 days ago
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2677
BananaMind 2 pro Has BEEN RELEASED! BananaMind/BananaMind-2-Pro-Preview


Previous content:


BananaMind 2 Pro Preview will launch tomorrow.
Give us a follow:
BananaMind
Lets get 70 or 75 followers before it releases.
It takes 5 seconds.
August 3, 1PM in Austria time
  • 21 replies
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Banaxi-Tech 
posted an update 8 days ago
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1807
BananaMind 2 Pro Preview will release when we hit 75 followers on BananaMind!
Follow us for the release.
We only need 13 more
BananaMind
@Banaxi-Tech
On August 3 (preview date) we will be at 90k-100k
Early Access at
BananaMind-Model-Previewers if your known in the community
The benchmarks for 80k are very good
  • 1 reply
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LH-Tech-AI 
posted an update 8 days ago
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2376
Announcing The Supra2 Family And Supra2-100M

Today, we are announcing a brand-new series of SupraLabs models: Supra2
This series will feature various models, including such as:
- 🐜 Supra2-Nano (0.4M) → The smallest Supra2 model.
- 🤏 Supra2-Small (1.4M) → The tiny model that runs everywhere.
- 💪 Supra2-Medium (25M) → Our medium class model in the Supra2 family. The powerful midsizer.
- 🔥 Supra2-Pro (100M): base, instruct, reasoning, code, math and more! → The most capable model yet! A real allrounder for all your everyday tasks.
- 🎨 Supra2-IMG → our generative text-to-image model
...and many more...

Current progress:
- Nano (0.4M) and Small (1.4M): in training; almost done. Baseline set.
- Medium (25M): coming soon...
- Pro (100M): in training; finishes in 66 hours - Monday, 3rd August 2026, 12:00AM
- IMG: coming soon...

You can support us with a like and follow if you want!
Don't miss our next release! Stay tuned...
  • 30 replies
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AxionLab-official 
posted an update 8 days ago
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Thanks for 300 followers in SupraLabs!!! That means alot to SupraLabs!



@lesageethan
@LH-Tech-AI
  • 3 replies
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Banaxi-Tech 
posted an update 9 days ago
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2843
We're announcing BananaMind 2 Micro, our smallest model in the BananaMind 2 model family.
This model is not released yet, training has not started yet.
It uses only 2.9M parameters, while being overtrained on 75B tokens to get the maximum intelligence per parameter.
The key changes are:
No more AdamW, the model will use the Muon optimizer offering up to 2x faster convergence and higher lr.
LR goes to 2.2e-2.
We're adding the XSA refresh gate from the TX4 architecture into our own.
Training will start on August 3, release date is estimated to be August 4-6.
On August 3 we will also release our Public Preview of BananaMind 2 Pro.
Follow us to know when our models release
BananaMind
@Banaxi-Tech
  • 35 replies
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Banaxi-Tech 
posted an update 10 days ago
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3258
Our preview of BananaMind 2 Pro will release on August 3.
Before we do that we want to hit a goal
Lets get 150 followers on my account and 75 on BananaMind!
Me: @Banaxi-Tech
BananaMind:
BananaMind
Full Release on August 10-14
Would really appreciate it!
  • 2 replies
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Banaxi-Tech 
posted an update 12 days ago
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7905
BananaMind 2 Pro is training!
The current checkpoint (ONLY 20% DONE) GETS #6 On the entire Open SLM Leaderboard.
We are going to release the first public preview on August 2-4 (estimated from speed)

Give us a follow to know when it releases!
  • 4 replies
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Banaxi-Tech 
posted an update 14 days ago
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We're excited to release BananaMindBench Leaderboard, our leaderboard for BananaMind Base Bench 1.1.
It measures model performance on a variety of different tasks:
Language Completion
Common sense too
World Knowledge
Context Tracking
Quantitative
Logical Reasoning
Code Completion
Each has a different score and 1 overall score.
Submit your own model:
BananaMind/BananaMindBench-Leaderboard
Check it out:
BananaMind/BananaMindBench-Leaderboard
  • 15 replies
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Banaxi-Tech 
posted an update 15 days ago
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We're excited to release BananaMind Base Bench 1.1 A new benchmark for base language models with 350 text-completion examples across seven categories. Models are scored using continuation likelihood and receive an Overall Elo score.
Initial results:
BananaMind-2-Medium: 1034
BananaMind-2-Mini: 974
Supra-50M-Base: 973
Supra-1.5-50M-Base-exp: 948
BananaMind-2-Nano: 910
The official script downloads the gated dataset directly from Hugging Face. The dataset is for benchmarking only and may not be used for model training.
BananaMind/BananaMind-Base-Bench-1.1
  • 12 replies
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Banaxi-Tech 
posted an update 16 days ago
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We're excited to announce BananaMind 2V, our small vision model series!
These models are NOT released yet.
We will release them in mid-august!
BananaMind 2V will include:
BananaMind 2V 256M, the flagship based on BananaMind 2 Pro (BananaMind 2 Pro is not released yet).
BananaMind 2V 100M, our mid model, based on BananaMind 2 Medium.
BananaMind 2V 50M, our smallest vision model, based on BananaMind 2 Mini.
These are currently unreleased and will release in mid-august.
Our training will start after BananaMind 2 Pro has finished training.
Banaxi-Tech 
posted an update 18 days ago
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We're excited to release BananaMind 2 Medium and BananaMind 2 Medium Chat!

They’re both 50M parameter models trained on 50B tokens from FineWeb-Edu, DCLM, Cosmopedia v2, FineMath-4+ and NPSet-2 Python-Edu.

The base model reached 61.86% on PIQA, 43.81% on ARC Easy and 32.43% on HellaSwag. The Chat version was fine-tuned on Smol-SmolTalk and scored 38% overall on our internal instruction benchmark, with 56% on multi-turn, 60% on context recall and 80% on code.

The full details are in the model repos.

Check it out at
BananaMind/BananaMind-2-Medium
BananaMind/BananaMind-2-Medium-Chat
  • 17 replies
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