What are the hardware requirements for BananaMind 2.1 Lite AdamW?

BananaMind 2.1 Lite AdamW requires approximately 0.1 GB of VRAM and supports a context window of 4K tokens. Quantized variants may run on less VRAM; see the Quantized Models section on this page.

Who developed BananaMind 2.1 Lite AdamW and how large is it?

BananaMind 2.1 Lite AdamW is developed by Banaxi-Tech, a model with 25m parameters. The model is published as open weights on Hugging Face and indexed on LLM Explorer with full benchmark history.

Where can I download or evaluate BananaMind 2.1 Lite AdamW?

BananaMind 2.1 Lite AdamW is hosted on Hugging Face and linked from this page. LLM Explorer also lists quantized variants and similar alternatives if available.

BananaMind 2.1 Lite AdamW by Banaxi-Tech — VRAM 0.1GB, 4K context

Name: BananaMind 2.1 Lite AdamW
Author: Banaxi-Tech

BananaMind 2.1 Lite AdamW is an open-source language model by Banaxi-Tech. Features: 25m LLM, VRAM: 0.1GB, Context: 4K, License: apache-2.0, LLM Explorer Score: 0.34.

Bananamind21 lite 25m Custom-code Custom code En N-gram Partially-looped Region:us Safetensors

Model Card on HF 🤗: https://huggingface.co/Banaxi-Tech/BananaMind-2.1-Lite-AdamW

BananaMind 2.1 Lite AdamW Parameters and Internals

LLM Name	BananaMind 2.1 Lite AdamW
Repository 🤗	https://huggingface.co/Banaxi-Tech/BananaMind-2.1-Lite-AdamW
Model Size	25m
Required VRAM	0.1 GB
Updated	2026-09-05
Maintainer	Banaxi-Tech
Model Type	bananamind21_lite_25m
Model Files	0.1 GB 0.3 GB
Supported Languages	en
Model Architecture	BananaMind21Lite25MForCausalLM
License	apache-2.0
Context Length	4096
Model Max Length	4096
Transformers Version	5.16.1
Tokenizer Class	PreTrainedTokenizerFast
Padding Token	<\|pad\|>
Vocabulary Size	8192
Torch Data Type	float32

Rank the BananaMind 2.1 Lite AdamW capabilities

Have you tried this model? Rate its performance — this feedback helps the ML community find the right model for their needs.

Instruction Following and Task Automation
Factuality and Completeness of Knowledge
Censorship and Alignment
Data Analysis and Insight Generation
Text Generation
Text Summarization and Feature Extraction
Code Generation
Multi-Language Support and Translation

Best Alternatives to BananaMind 2.1 Lite AdamW

Best Alternatives	Context / RAM	Downloads	Likes
...Mind 2.1 Lite All Looped AdamW	4K / 0.1 GB	1740	1
BananaMind 2.1 Lite	4K / 0.1 GB	730	1

Note: green Score (e.g. "73.2") means that the model is better than Banaxi-Tech/BananaMind-2.1-Lite-AdamW.