What are the hardware requirements for InkubaLM 0.4B Kumshe English Chinese Hausa Dataset Test Size 0.002?

InkubaLM 0.4B Kumshe English Chinese Hausa Dataset Test Size 0.002 requires approximately 2.7 GB of VRAM and supports a context window of 2K tokens. Quantized variants may run on less VRAM; see the Quantized Models section on this page.

Where can I download or evaluate InkubaLM 0.4B Kumshe English Chinese Hausa Dataset Test Size 0.002?

InkubaLM 0.4B Kumshe English Chinese Hausa Dataset Test Size 0.002 is hosted on Hugging Face and linked from this page. LLM Explorer also lists quantized variants and similar alternatives if available.

InkubaLM 0.4B Kumshe English Chinese Hausa Dataset Test Size 0.002 by danielbyiringiro — VRAM 2.7GB, 2K context

Name: InkubaLM 0.4B Kumshe English Chinese Hausa Dataset Test Size 0.002
Author: danielbyiringiro

InkubaLM 0.4B Kumshe English Chinese Hausa Dataset Test Size 0.002 is an open-source language model by danielbyiringiro. Features: 0.4b LLM, VRAM: 2.7GB, Context: 2K, License: cc-by-nc-4.0, LLM Explorer Score: 0.17.

Base model:finetune:lelapa/ink... Base model:lelapa/inkubalm-0.4... Custom code Endpoints compatible Generated from trainer Llama Region:us Safetensors

Model Card on HF 🤗: https://huggingface.co/danielbyiringiro/InkubaLM-0.4B_Kumshe_English-Chinese-Hausa_Dataset_test_size_0.002

InkubaLM 0.4B Kumshe English Chinese Hausa Dataset Test Size 0.002 Parameters and Internals

LLM Name	InkubaLM 0.4B Kumshe English Chinese Hausa Dataset Test Size 0.002
Repository 🤗	https://huggingface.co/danielbyiringiro/InkubaLM-0.4B_Kumshe_English-Chinese-Hausa_Dataset_test_size_0.002
Base Model(s)	lelapa/InkubaLM-0.4B lelapa/InkubaLM-0.4B
Model Size	0.4b
Required VRAM	2.7 GB
Updated	2026-08-03
Maintainer	danielbyiringiro
Model Type	llama
Model Files	2.7 GB 0.0 GB
Model Architecture	LlamaForCausalLM
License	cc-by-nc-4.0
Context Length	2048
Model Max Length	2048
Transformers Version	4.48.3
Vocabulary Size	61789
Torch Data Type	float32

Rank the InkubaLM 0.4B Kumshe English Chinese Hausa Dataset Test Size 0.002 capabilities

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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

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Note: green Score (e.g. "73.2") means that the model is better than danielbyiringiro/InkubaLM-0.4B_Kumshe_English-Chinese-Hausa_Dataset_test_size_0.002.