What are the hardware requirements for Kullm Polyglot 12.8B V3?

Kullm Polyglot 12.8B V3 requires approximately 25.9 GB of VRAM and supports a context window of 2K tokens. Quantized variants may run on less VRAM; see the Quantized Models section on this page.

Who developed Kullm Polyglot 12.8B V3 and how large is it?

Kullm Polyglot 12.8B V3 is developed by nlpai-lab, a model with 12.8b 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 Kullm Polyglot 12.8B V3?

Kullm Polyglot 12.8B V3 is hosted on Hugging Face and linked from this page. LLM Explorer also lists quantized variants and similar alternatives if available.

Kullm Polyglot 12.8B V3 by nlpai-lab — VRAM 25.9GB, 2K context

Name: Kullm Polyglot 12.8B V3
Author: nlpai-lab

Kullm Polyglot 12.8B V3 is an open-source language model by nlpai-lab. Features: 12.8b LLM, VRAM: 25.9GB, Context: 2K, License: apache-2.0, LLM Explorer Score: 0.1.

Endpoints compatible Gpt neox Region:us Safetensors Sharded Tensorflow

Model Card on HF 🤗: https://huggingface.co/nlpai-lab/kullm-polyglot-12.8b-v3

Kullm Polyglot 12.8B V3 Parameters and Internals

LLM Name	Kullm Polyglot 12.8B V3
Repository 🤗	https://huggingface.co/nlpai-lab/kullm-polyglot-12.8b-v3
Model Size	12.8b
Required VRAM	25.9 GB
Updated	2026-06-09
Maintainer	nlpai-lab
Model Type	gpt_neox
Model Files	10.0 GB: 1-of-3 9.9 GB: 2-of-3 6.0 GB: 3-of-3
Model Architecture	GPTNeoXForCausalLM
License	apache-2.0
Context Length	2048
Model Max Length	2048
Transformers Version	4.35.2
Vocabulary Size	30080
Torch Data Type	float16

Rank the Kullm Polyglot 12.8B V3 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 Kullm Polyglot 12.8B V3

Best Alternatives	Context / RAM	Downloads	Likes
...therAI Polyglot Ko 12.8B 4bits	2K / 7.7 GB	3	1
...pen Platypus Polyglot Ko 12.8B	2K / 51.4 GB	7	0
Polyglot Ko 12.8B Instruct	2K / 25.9 GB	3187	3
KoRnDAlpaca RAG Polyglot 12.8B	2K / 51.4 GB	6	0
KoRnDAlpaca RAG Polyglot 12.8B	2K / 51.4 GB	5	0
Polyglot Ko 12.8B Inst All	2K / 51.4 GB	1	1
Koquality Polyglot 12.8B	2K / 51.4 GB	12	0
Gollm 12.8B Instruct V2.3	2K / 25.9 GB	6	0
Polyglot Ko 12.8B Inst	2K / 51.4 GB	4	1
Gollm 12.8B Instruct V2.1	2K / 25.9 GB	8	0

Note: green Score (e.g. "73.2") means that the model is better than nlpai-lab/kullm-polyglot-12.8b-v3.