What are the hardware requirements for Primal Mini 3B Exp?

Primal Mini 3B Exp requires approximately 6.5 GB of VRAM and supports a context window of 128K tokens. Quantized variants may run on less VRAM; see the Quantized Models section on this page.

Who developed Primal Mini 3B Exp and how large is it?

Primal Mini 3B Exp is developed by prithivMLmods, a model with 3b 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 Primal Mini 3B Exp?

Primal Mini 3B Exp is hosted on Hugging Face and linked from this page. LLM Explorer also lists quantized variants and similar alternatives if available.

Primal Mini 3B Exp by prithivMLmods — VRAM 6.5GB, 128K context

Name: Primal Mini 3B Exp
Author: prithivMLmods

Primal Mini 3B Exp is an open-source language model by prithivMLmods. Features: 3b LLM, VRAM: 6.5GB, Context: 128K, License: llama3.1, LLM Explorer Score: 0.17.

5e-6 Base model:finetune:prithivmlm... Base model:prithivmlmods/bella... Conversational En Endpoints compatible Llama R1 Reasoning Region:us Safetensors Sharded Tensorflow

Model Card on HF 🤗: https://huggingface.co/prithivMLmods/Primal-Mini-3B-Exp

Primal Mini 3B Exp Parameters and Internals

LLM Name	Primal Mini 3B Exp
Repository 🤗	https://huggingface.co/prithivMLmods/Primal-Mini-3B-Exp
Base Model(s)	Bellatrix Tiny 3B R1 prithivMLmods/Bellatrix-Tiny-3B-R1
Model Size	3b
Required VRAM	6.5 GB
Updated	2026-06-08
Maintainer	prithivMLmods
Model Type	llama
Model Files	5.0 GB: 1-of-2 1.5 GB: 2-of-2
Supported Languages	en
Model Architecture	LlamaForCausalLM
License	llama3.1
Context Length	131072
Model Max Length	131072
Transformers Version	4.47.1
Tokenizer Class	PreTrainedTokenizerFast
Padding Token	<\|finetune_right_pad_id\|>
Vocabulary Size	128256
Torch Data Type	float16

Rank the Primal Mini 3B Exp 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

Best Alternatives to Primal Mini 3B Exp

Best Alternatives	Context / RAM	Downloads	Likes
Nanbeige4.1 3B	256K / 7.9 GB	20875	1161
Nanbeige4.1 3B Heretic	256K / 7.9 GB	149	50
Nanbeige4.1 3B Heretic Mxfp4	256K / 7.9 GB	34	2
Nanbeige4.1 3B Bf16	256K / 7.9 GB	47	3
...anbeige4.1 3B Heretic Bfloat16	256K / 7.9 GB	33	1
Nanbeige4.1 3B Heretic	256K / 7.9 GB	14	1
Nanbeige4.1 3B Heretic	256K / 7.9 GB	15	0
ISA 03 Mini 3B Hybrid Preview	256K / 6.5 GB	4	4
ToolMind Web 3B	192K / 7.9 GB	156	28
Llama 3.2 3B Instruct	128K / 6.5 GB	1829572	2368

Note: green Score (e.g. "73.2") means that the model is better than prithivMLmods/Primal-Mini-3B-Exp.