What are the hardware requirements for Llama 3 Alpha Ko 8B Instruct?

Llama 3 Alpha Ko 8B Instruct requires approximately 16.1 GB of VRAM and supports a context window of 8K tokens. Quantized variants may run on less VRAM; see the Quantized Models section on this page.

Who developed Llama 3 Alpha Ko 8B Instruct and how large is it?

Llama 3 Alpha Ko 8B Instruct is developed by allganize, 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 Llama 3 Alpha Ko 8B Instruct?

Llama 3 Alpha Ko 8B Instruct is hosted on Hugging Face and linked from this page. LLM Explorer also lists quantized variants and similar alternatives if available.

Llama 3 Alpha Ko 8B Instruct by allganize — VRAM 16.1GB, 8K context

Name: Llama 3 Alpha Ko 8B Instruct
Author: allganize

Llama 3 Alpha Ko 8B Instruct is an open-source language model by allganize. Features: 8b LLM, VRAM: 16.1GB, Context: 8K, License: other, Instruction-Based, LLM Explorer Score: 0.13.

Arxiv:2403.07691 Conversational Deploy:azure Endpoints compatible Instruct Ko Llama Region:us Safetensors Sharded Tensorflow

Model Card on HF 🤗: https://huggingface.co/allganize/Llama-3-Alpha-Ko-8B-Instruct

Llama 3 Alpha Ko 8B Instruct Parameters and Internals

Model Type

text generation, bilingual

Additional Notes

Developed with a community-based approach focusing on healing and human preferences.

Supported Languages

Korean (advanced), English (advanced)

Training Details

Data Sources:

KoBEST, Haerae, Korean-Human-Judgements, Orca-Math, dpo-mix-7k

Methodology:

Evolutionary Model Merging

Input Output

Input Format:

Chat-based prompts

Accepted Modalities:

text

Output Format:

Generated text responses

Performance Tips:

Utilize high-quality datasets and templates to enhance model performance.

LLM Name	Llama 3 Alpha Ko 8B Instruct
Repository 🤗	https://huggingface.co/allganize/Llama-3-Alpha-Ko-8B-Instruct
Model Size	8b
Required VRAM	16.1 GB
Updated	2026-08-02
Maintainer	allganize
Model Type	llama
Instruction-Based	Yes
Model Files	5.0 GB: 1-of-4 5.0 GB: 2-of-4 4.9 GB: 3-of-4 1.2 GB: 4-of-4
Supported Languages	ko
Model Architecture	LlamaForCausalLM
License	other
Context Length	8192
Model Max Length	8192
Transformers Version	4.40.0
Tokenizer Class	PreTrainedTokenizerFast
Padding Token	<\|reserved_special_token_250\|>
Vocabulary Size	128256
Torch Data Type	bfloat16

Rank the Llama 3 Alpha Ko 8B Instruct 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

Quantized Models of the Llama 3 Alpha Ko 8B Instruct

Model	Likes	Downloads	VRAM
...ma 3 Alpha Ko 8B Instruct GPTQ	4	6	5 GB
... 3 Alpha Ko 8B Instruct Marlin	5	8	5 GB

Best Alternatives to Llama 3 Alpha Ko 8B Instruct

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
Zero Llama 3.1 8B Beta6	1048K / 16.1 GB	7	1

Note: green Score (e.g. "73.2") means that the model is better than allganize/Llama-3-Alpha-Ko-8B-Instruct.