What are the hardware requirements for Fastino Nemotron 3.5 Lightning Healthcare?

Fastino Nemotron 3.5 Lightning Healthcare requires approximately 65.9 GB of VRAM and supports a context window of 256K tokens. Quantized variants may run on less VRAM; see the Quantized Models section on this page.

Who developed Fastino Nemotron 3.5 Lightning Healthcare and how large is it?

Fastino Nemotron 3.5 Lightning Healthcare is developed by fastino, a model with 31.6b 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 Fastino Nemotron 3.5 Lightning Healthcare?

Fastino Nemotron 3.5 Lightning Healthcare is hosted on Hugging Face and linked from this page. LLM Explorer also lists quantized variants and similar alternatives if available.

Fastino Nemotron 3.5 Lightning Healthcare by fastino — VRAM 65.9GB, 256K context

Name: Fastino Nemotron 3.5 Lightning Healthcare
Author: fastino

Fastino Nemotron 3.5 Lightning Healthcare is an open-source language model by fastino. Features: 31.6b LLM, VRAM: 65.9GB, Context: 256K, License: apache-2.0, LLM Explorer Score: 0.34.

Arxiv:2604.09791 Clinical Conversational Custom code En Endpoints compatible Finetuned Healthcare Information-extraction Lightning Medical-reasoning Mixture-of-experts Nemotron Nemotron h Region:us Safetensors Sharded Tensorflow

Model Card on HF 🤗: https://huggingface.co/fastino/Fastino-Nemotron-3.5-Lightning-Healthcare

Fastino Nemotron 3.5 Lightning Healthcare Parameters and Internals

LLM Name	Fastino Nemotron 3.5 Lightning Healthcare
Repository 🤗	https://huggingface.co/fastino/Fastino-Nemotron-3.5-Lightning-Healthcare
Base Model(s)	nvidia/Nemotron-3.5-Lightning nvidia/Nemotron-3.5-Lightning
Model Size	31.6b
Required VRAM	65.9 GB
Updated	2026-08-13
Maintainer	fastino
Model Type	nemotron_h
Model Files	5.0 GB: 1-of-14 5.0 GB: 2-of-14 5.0 GB: 3-of-14 5.0 GB: 4-of-14 5.0 GB: 5-of-14 5.0 GB: 6-of-14 5.0 GB: 7-of-14 5.0 GB: 8-of-14 5.0 GB: 9-of-14 5.0 GB: 10-of-14 5.0 GB: 11-of-14 5.0 GB: 12-of-14 3.2 GB: 13-of-14 2.7 GB: 14-of-14
Supported Languages	en
Model Architecture	NemotronHForCausalLM
License	apache-2.0
Context Length	262144
Model Max Length	262144
Transformers Version	4.57.6
Tokenizer Class	PreTrainedTokenizerFast
Padding Token	<\|im_end\|>
Vocabulary Size	131072

Rank the Fastino Nemotron 3.5 Lightning Healthcare 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 Fastino Nemotron 3.5 Lightning Healthcare

Best Alternatives	Context / RAM	Downloads	Likes
...Nemotron 3.5 Lightning Finance	256K / 65.9 GB	234	16

Note: green Score (e.g. "73.2") means that the model is better than fastino/Fastino-Nemotron-3.5-Lightning-Healthcare.