What are the hardware requirements for Densy 330M Chat?

Densy 330M Chat requires approximately 0.7 GB of VRAM. Quantized variants may run on less VRAM; see the Quantized Models section on this page.

Who developed Densy 330M Chat and how large is it?

Densy 330M Chat is developed by Phase-Technologies, a model with 330m 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 Densy 330M Chat?

Densy 330M Chat is hosted on Hugging Face and linked from this page. LLM Explorer also lists quantized variants and similar alternatives if available.

Densy 330M Chat by Phase-Technologies — VRAM 0.7GB

Name: Densy 330M Chat
Author: Phase-Technologies

Densy 330M Chat is an open-source language model by Phase-Technologies. Features: 330m LLM, VRAM: 0.7GB, License: apache-2.0.

Anthropic-style Base model:finetune:phase-tech... Base model:phase-technologies/... Chat Dense-transformer Densy Dpo En Gpt-style H100 Pytorch Region:us Runpod Safetensors Sft

Model Card on HF 🤗: https://huggingface.co/Phase-Technologies/Densy-330M-Chat

Densy 330M Chat Parameters and Internals

LLM Name	Densy 330M Chat
Repository 🤗	https://huggingface.co/Phase-Technologies/Densy-330M-Chat
Base Model(s)	Phase-Technologies/densy-330m-pretrain Phase-Technologies/densy-330m-pretrain
Model Size	330m
Required VRAM	0.7 GB
Updated	2026-10-27
Maintainer	Phase-Technologies
Model Type	densy
Model Files	1.0 GB 0.7 GB
Supported Languages	en
Model Architecture	DensyForCausalLM
License	apache-2.0
Vocabulary Size	206464
Torch Data Type	bfloat16

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Instruction Following and Task Automation
Factuality and Completeness of Knowledge
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Data Analysis and Insight Generation
Text Generation
Text Summarization and Feature Extraction
Code Generation
Multi-Language Support and Translation