What are the hardware requirements for Nemo Math Science Philosophy 12B?

Nemo Math Science Philosophy 12B requires approximately 24.5 GB of VRAM and supports a context window of 1000K tokens. Quantized variants may run on less VRAM; see the Quantized Models section on this page.

Who developed Nemo Math Science Philosophy 12B and how large is it?

Nemo Math Science Philosophy 12B is developed by benhaotang, a model with 12b 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 Nemo Math Science Philosophy 12B?

Nemo Math Science Philosophy 12B is hosted on Hugging Face and linked from this page. LLM Explorer also lists quantized variants and similar alternatives if available.

Nemo Math Science Philosophy 12B by benhaotang — VRAM 24.5GB, 1000K context

Name: Nemo Math Science Philosophy 12B
Author: benhaotang

Nemo Math Science Philosophy 12B is an open-source language model by benhaotang. Features: 12b LLM, VRAM: 24.5GB, Context: 1000K, Instruction-Based, Merged, LLM Explorer Score: 0.15.

Merged Model Arxiv:2306.01708 Base model:anthracite-org/magn... Base model:epistemeai/mistral-... Base model:nbeerbower/mistral-... Conversational Endpoints compatible Instruct Mistral Region:us Safetensors Sharded Tensorflow

Model Card on HF 🤗: https://huggingface.co/benhaotang/nemo-math-science-philosophy-12B

Nemo Math Science Philosophy 12B Parameters and Internals

LLM Name	Nemo Math Science Philosophy 12B
Repository 🤗	https://huggingface.co/benhaotang/nemo-math-science-philosophy-12B
Base Model(s)	anthracite-org/magnum-v2.5-12b-kto Mistral Nemo Wissenschaft 12B ...o Instruct 12B Philosophy Math anthracite-org/magnum-v2.5-12b-kto nbeerbower/mistral-nemo-wissenschaft-12B EpistemeAI/Mistral-Nemo-Instruct-12B-Philosophy-Math
Merged Model	Yes
Model Size	12b
Required VRAM	24.5 GB
Updated	2026-06-28
Maintainer	benhaotang
Model Type	mistral
Instruction-Based	Yes
Model Files	4.9 GB: 1-of-5 4.9 GB: 2-of-5 4.9 GB: 3-of-5 4.9 GB: 4-of-5 4.9 GB: 5-of-5
Model Architecture	MistralForCausalLM
Context Length	1024000
Model Max Length	1024000
Transformers Version	4.45.1
Tokenizer Class	PreTrainedTokenizerFast
Padding Token	<pad>
Vocabulary Size	131072
Torch Data Type	float16

Rank the Nemo Math Science Philosophy 12B 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 Nemo Math Science Philosophy 12B

Best Alternatives	Context / RAM	Downloads	Likes
...r Nemo 12B Instruct R 21 09 24	1000K / 24.5 GB	396277	141
Qliphoth 12B V1.1	1000K / 24.5 GB	22	3
Qliphoth 12B V1	1000K / 24.5 GB	26	2
SauerkrautLM Nemo 12B Instruct	1000K / 24.5 GB	1473	22
Magnum V4 12B	1000K / 24.5 GB	1116	54
MN Slush	1000K / 24.5 GB	181	32
...g M Claude Opus High Reasoning	1000K / 24.5 GB	82	3
ChatWaifu V1.4	1000K / 24.5 GB	335	20
ChatWaifu 12B V2.0	1000K / 24.5 GB	175	22
Mistral Nemo Bophades 12B	1000K / 24.5 GB	18	9

Note: green Score (e.g. "73.2") means that the model is better than benhaotang/nemo-math-science-philosophy-12B.