What are the hardware requirements for Mamba 130M Hf?

Mamba 130M Hf requires approximately 0.5 GB of VRAM. Quantized variants may run on less VRAM; see the Quantized Models section on this page.

Who developed Mamba 130M Hf and how large is it?

Mamba 130M Hf is developed by state-spaces, a model with 130m 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 Mamba 130M Hf?

Mamba 130M Hf is hosted on Hugging Face and linked from this page. LLM Explorer also lists quantized variants and similar alternatives if available.

Mamba 130M Hf by state-spaces — VRAM 0.5GB

Name: Mamba 130M Hf
Author: state-spaces

Mamba 130M Hf is an open-source language model by state-spaces. Features: 130m LLM, VRAM: 0.5GB, LLM Explorer Score: 0.21.

Deploy:azure Endpoints compatible Mamba Region:us Safetensors

Model Card on HF 🤗: https://huggingface.co/state-spaces/mamba-130m-hf

Mamba 130M Hf Benchmarks

LLME Score: 0.21229

^nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").

What is the LLM Explorer Rank (Score)

Mamba 130M Hf (state-spaces/mamba-130m-hf)

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Mamba 130M Hf Parameters and Internals

Model Type

causal language model, transformer

Additional Notes

The Mamba model is compatible with the 'transformers' library and uses a specialized configuration and tokenizer. The 'peft' library can be used for finetuning.

Input Output

Input Format:

Text input encoded as token IDs

Accepted Modalities:

text

Output Format:

Text output

Performance Tips:

Use 'causal_conv_1d' and 'mamba-ssm' for optimized CUDA kernel performance.

LLM Name	Mamba 130M Hf
Repository 🤗	https://huggingface.co/state-spaces/mamba-130m-hf
Model Size	130m
Required VRAM	0.5 GB
Updated	2026-05-17
Maintainer	state-spaces
Model Type	mamba
Model Files	0.5 GB
Model Architecture	MambaForCausalLM
Transformers Version	4.39.0.dev0
Tokenizer Class	GPTNeoXTokenizer
Padding Token	<\|endoftext\|>
Vocabulary Size	50280
Torch Data Type	float32

Best Alternatives to Mamba 130M Hf

Best Alternatives	Context / RAM	Downloads	Likes
PULI HuBA Mamba 130M	0K / 0.5 GB	804	3
...amba 130M Hf Finetuned Epitope	0K / 0.5 GB	8	0
Mamba 130M	0K / 0.5 GB	894	3
Mamba 130M	0K / 0.5 GB	321	12

Rank the Mamba 130M Hf Capabilities

🆘 Have you tried this model? Rate its performance. This feedback would greatly assist ML community in identifying the most suitable model for their needs. Your contribution really does make a difference! 🌟

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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Release v20260328a

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Mamba 130M Hf by state-spaces

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Mamba 130M Hf Benchmarks

Mamba 130M Hf Parameters and Internals

Best Alternatives to Mamba 130M Hf

Rank the Mamba 130M Hf Capabilities

What open-source LLMs or SLMs are you in search of? 53999 in total.