What are the hardware requirements for Zero Llama 3.1 8B Beta6?

Zero Llama 3.1 8B Beta6 requires approximately 16.1 GB of VRAM and supports a context window of 1048K tokens. Quantized variants may run on less VRAM; see the Quantized Models section on this page.

Who developed Zero Llama 3.1 8B Beta6 and how large is it?

Zero Llama 3.1 8B Beta6 is developed by ZeroAgency, 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 Zero Llama 3.1 8B Beta6?

Zero Llama 3.1 8B Beta6 is hosted on Hugging Face and linked from this page. LLM Explorer also lists quantized variants and similar alternatives if available.

Zero Llama 3.1 8B Beta6 by ZeroAgency — VRAM 16.1GB, 1048K context

Name: Zero Llama 3.1 8B Beta6
Author: ZeroAgency

Zero Llama 3.1 8B Beta6 is an open-source language model by ZeroAgency. Features: 8b LLM, VRAM: 16.1GB, Context: 1048K, License: cc-by-nc-4.0, Instruction-Based, LLM Explorer Score: 0.18.

Base model:finetune:nvidia/lla... Base model:nvidia/llama-3.1-ne... Conversational Dataset:bethrezen/shkolkovo-2 Dataset:bethrezen/thinking-sum... Dataset:zeroagency/ru-big-russ... Endpoints compatible Generated from trainer Instruct Llama Region:us Safetensors Sharded Tensorflow

Model Card on HF 🤗: https://huggingface.co/ZeroAgency/zero-llama-3.1-8b-beta6

Zero Llama 3.1 8B Beta6 Parameters and Internals

LLM Name	Zero Llama 3.1 8B Beta6
Repository 🤗	https://huggingface.co/ZeroAgency/zero-llama-3.1-8b-beta6
Base Model(s)	nvidia/Llama-3.1-Nemotron-8B-UltraLong-1M-Instruct nvidia/Llama-3.1-Nemotron-8B-UltraLong-1M-Instruct
Model Size	8b
Required VRAM	16.1 GB
Updated	2026-07-10
Maintainer	ZeroAgency
Model Type	llama
Instruction-Based	Yes
Model Files	16.1 GB: 1-of-2 0.0 GB: 2-of-2
Model Architecture	LlamaForCausalLM
License	cc-by-nc-4.0
Context Length	1073152
Model Max Length	1073152
Transformers Version	4.51.3
Tokenizer Class	PreTrainedTokenizer
Padding Token	<\|finetune_right_pad_id\|>
Vocabulary Size	129024
Torch Data Type	bfloat16

Rank the Zero Llama 3.1 8B Beta6 capabilities

Have you tried this model? Rate its performance — this feedback helps the ML community find the right model for their needs.

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 Zero Llama 3.1 8B Beta6

Best Alternatives	Context / RAM	Downloads	Likes
...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
...dger Nu Llama 3.1 8B UltraLong	1048K / 16.2 GB	15	3

Note: green Score (e.g. "73.2") means that the model is better than ZeroAgency/zero-llama-3.1-8b-beta6.