What are the hardware requirements for DeepHermes ToolCalling Specialist Atropos?

DeepHermes ToolCalling Specialist Atropos requires approximately 16.1 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 DeepHermes ToolCalling Specialist Atropos and how large is it?

DeepHermes ToolCalling Specialist Atropos is developed by NousResearch, a model with 8b 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 DeepHermes ToolCalling Specialist Atropos?

DeepHermes ToolCalling Specialist Atropos is hosted on Hugging Face and linked from this page. LLM Explorer also lists quantized variants and similar alternatives if available.

DeepHermes ToolCalling Specialist Atropos by NousResearch — VRAM 16.1GB, 128K context

Name: DeepHermes ToolCalling Specialist Atropos
Author: NousResearch

DeepHermes ToolCalling Specialist Atropos is an open-source language model by NousResearch. Features: 8b LLM, VRAM: 16.1GB, Context: 128K, License: llama3, LLM Explorer Score: 0.18.

Atropos Base model:finetune:meta-llama... Base model:meta-llama/llama-3.... Chatml En Endpoints compatible Finetuned Function calling Instruct Json mode Llama Llama-3 Nous research Reasoning Region:us Rl Safetensors Sharded Tensorflow Tool calling

Model Card on HF 🤗: https://huggingface.co/NousResearch/DeepHermes-ToolCalling-Specialist-Atropos

DeepHermes ToolCalling Specialist Atropos Parameters and Internals

LLM Name	DeepHermes ToolCalling Specialist Atropos
Repository 🤗	https://huggingface.co/NousResearch/DeepHermes-ToolCalling-Specialist-Atropos
Base Model(s)	meta-llama/Meta-Llama-3.1-8B meta-llama/Meta-Llama-3.1-8B
Model Size	8b
Required VRAM	16.1 GB
Updated	2026-07-02
Maintainer	NousResearch
Model Type	llama
Model Files	5.0 GB: 1-of-4 5.0 GB: 2-of-4 4.9 GB: 3-of-4 1.2 GB: 4-of-4
Supported Languages	en
Model Architecture	LlamaForCausalLM
License	llama3
Context Length	131072
Model Max Length	131072
Transformers Version	4.48.3
Tokenizer Class	PreTrainedTokenizerFast
Padding Token	<\|end_of_text\|>
Vocabulary Size	128256
Torch Data Type	bfloat16

Rank the DeepHermes ToolCalling Specialist Atropos 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 DeepHermes ToolCalling Specialist Atropos

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...otron 8B UltraLong 4M Instruct	4192K / 32.1 GB	1135	125
UltraLong Thinking	4192K / 16.1 GB	2	3
...a 3.1 8B UltraLong 4M Instruct	4192K / 32.1 GB	176	24
...a 3.1 8B UltraLong 2M Instruct	2096K / 32.1 GB	875	9
...otron 8B UltraLong 2M Instruct	2096K / 32.1 GB	124	18
Cthulhu 8B V1.4	1048K / 16.1 GB	10	10
...raLong 1M Instruct Abliterated	1048K / 32.1 GB	4	9
...a 3.1 8B UltraLong 1M Instruct	1048K / 32.1 GB	1387	29
...otron 8B UltraLong 1M Instruct	1048K / 32.1 GB	702	59
...xis Bookwriter Llama3.1 8B Sft	1048K / 16.1 GB	25	4

Note: green Score (e.g. "73.2") means that the model is better than NousResearch/DeepHermes-ToolCalling-Specialist-Atropos.