What are the hardware requirements for Keys GLM 5.3 Speculator.dspark Ft2?

Keys GLM 5.3 Speculator.dspark Ft2 requires approximately 2.5 GB of VRAM. Quantized variants may run on less VRAM; see the Quantized Models section on this page.

Who developed Keys GLM 5.3 Speculator.dspark Ft2 and how large is it?

Keys GLM 5.3 Speculator.dspark Ft2 is developed by drowzeys, a model with 1.2b 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 Keys GLM 5.3 Speculator.dspark Ft2?

Keys GLM 5.3 Speculator.dspark Ft2 is hosted on Hugging Face and linked from this page. LLM Explorer also lists quantized variants and similar alternatives if available.

Keys GLM 5.3 Speculator.dspark Ft2 by drowzeys — VRAM 2.5GB

Name: Keys GLM 5.3 Speculator.dspark Ft2
Author: drowzeys

Keys GLM 5.3 Speculator.dspark Ft2 is an open-source language model by drowzeys. Features: 1.2b LLM, VRAM: 2.5GB, License: other, LLM Explorer Score: 0.32.

Base model:finetune:redhatai/g... Base model:redhatai/glm-5.3-sp... Custom code Dgx-spark Draft-model Dspark Glm-5.3 Region:us Safetensors Speculative-decoding Speculators Tensorfold

Model Card on HF 🤗: https://huggingface.co/drowzeys/keys-GLM-5.3-speculator.dspark-ft2

Keys GLM 5.3 Speculator.dspark Ft2 Parameters and Internals

LLM Name	Keys GLM 5.3 Speculator.dspark Ft2
Repository 🤗	https://huggingface.co/drowzeys/keys-GLM-5.3-speculator.dspark-ft2
Base Model(s)	RedHatAI/GLM-5.3-speculator.dspark zai-org/GLM-5.3 RedHatAI/GLM-5.3-speculator.dspark zai-org/GLM-5.3
Model Size	1.2b
Required VRAM	2.5 GB
Updated	2026-10-11
Maintainer	drowzeys
Model Files	2.5 GB
Model Architecture	DSparkDraftModel
License	other
Transformers Version	5.15.1

Rank the Keys GLM 5.3 Speculator.dspark Ft2 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

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GLM 5.3 Speculator.dspark	0K / 2.5 GB	1130	10