What are the hardware requirements for Product Taxonomy Llava V1.6 13B?

Product Taxonomy Llava V1.6 13B requires approximately 26.7 GB of VRAM and supports a context window of 4K tokens. Quantized variants may run on less VRAM; see the Quantized Models section on this page.

Who developed Product Taxonomy Llava V1.6 13B and how large is it?

Product Taxonomy Llava V1.6 13B is developed by actuaryzhang, a model with 13b 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 Product Taxonomy Llava V1.6 13B?

Product Taxonomy Llava V1.6 13B is hosted on Hugging Face and linked from this page. LLM Explorer also lists quantized variants and similar alternatives if available.

Product Taxonomy Llava V1.6 13B by actuaryzhang — VRAM 26.7GB, 4K context

Name: Product Taxonomy Llava V1.6 13B
Author: actuaryzhang

Product Taxonomy Llava V1.6 13B is an open-source language model by actuaryzhang. Features: 13b LLM, VRAM: 26.7GB, Context: 4K, LLM Explorer Score: 0.12.

Arxiv:1910.09700 Endpoints compatible Llava llama Region:us Safetensors Sharded Tensorflow

Model Card on HF 🤗: https://huggingface.co/actuaryzhang/product-taxonomy-llava-v1.6-13b

Product Taxonomy Llava V1.6 13B Parameters and Internals

LLM Name	Product Taxonomy Llava V1.6 13B
Repository 🤗	https://huggingface.co/actuaryzhang/product-taxonomy-llava-v1.6-13b
Model Size	13b
Required VRAM	26.7 GB
Updated	2026-07-08
Maintainer	actuaryzhang
Model Type	llava_llama
Model Files	5.0 GB: 1-of-6 5.0 GB: 2-of-6 5.0 GB: 3-of-6 4.9 GB: 4-of-6 4.9 GB: 5-of-6 1.9 GB: 6-of-6
Model Architecture	LlavaLlamaForCausalLM
Context Length	4096
Model Max Length	4096
Transformers Version	4.37.2
Tokenizer Class	LlamaTokenizer
Padding Token	<unk>
Vocabulary Size	32000
Torch Data Type	float16

Rank the Product Taxonomy Llava V1.6 13B 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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Llava V1.6 Vicuna 13B	4K / 26.7 GB	70586	61
Llava V1.5 13B	4K / 26 GB	16330	528
Evalalign V1.0 13B	4K / 26.7 GB	3	1
Table Llava V1.5 13B	4K / 26.6 GB	2	1
Posterllava V0	4K / 26.6 GB	1298	7
Peenoblanc 52 Llava	4K / 26.7 GB	6	0
Otterchecker	4K / 26.7 GB	1	2
Llava 13B Custom	4K / 26.7 GB	5	0
V Mllm 13B	4K / 26.6 GB	7	1
Som Llava V1.5 13B	4K / 26.7 GB	12	5

Note: green Score (e.g. "73.2") means that the model is better than actuaryzhang/product-taxonomy-llava-v1.6-13b.