What are the hardware requirements for X Instruction 13B Sw?

X Instruction 13B Sw requires approximately 26 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 X Instruction 13B Sw and how large is it?

X Instruction 13B Sw is developed by James-WYang, 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 X Instruction 13B Sw?

X Instruction 13B Sw is hosted on Hugging Face and linked from this page. LLM Explorer also lists quantized variants and similar alternatives if available.

X Instruction 13B Sw by James-WYang — VRAM 26GB, 4K context

Name: X Instruction 13B Sw
Author: James-WYang

X Instruction 13B Sw is an open-source language model by James-WYang. Features: 13b LLM, VRAM: 26GB, Context: 4K, Instruction-Based, LLM Explorer Score: 0.13.

Endpoints compatible Instruct Llama Pytorch Region:us Sharded

Model Card on HF 🤗: https://huggingface.co/James-WYang/X-Instruction-13b-sw

X Instruction 13B Sw Parameters and Internals

LLM Name	X Instruction 13B Sw
Repository 🤗	https://huggingface.co/James-WYang/X-Instruction-13b-sw
Model Size	13b
Required VRAM	26 GB
Updated	2026-08-04
Maintainer	James-WYang
Model Type	llama
Instruction-Based	Yes
Model Files	9.9 GB: 1-of-3 9.9 GB: 2-of-3 6.2 GB: 3-of-3
Model Architecture	LlamaForCausalLM
Context Length	4096
Model Max Length	4096
Transformers Version	4.33.3
Tokenizer Class	LlamaTokenizer
Beginning of Sentence Token	<s>
End of Sentence Token	</s>
Unk Token	<unk>
Vocabulary Size	32000
Torch Data Type	bfloat16

Rank the X Instruction 13B Sw 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 X Instruction 13B Sw

Best Alternatives	Context / RAM	Downloads	Likes
NexusRaven V2 13B	16K / 26 GB	105	472
CodeLlama 13B Instruct Hf	16K / 26 GB	2469	160
CodeLlama 13B MORepair	16K / 26 GB	9	2
CodeLlama 13B Instruct Hf	16K / 26 GB	369	29
TableLLM 13B	16K / 26 GB	98	34
NexusRaven 13B	16K / 26 GB	37	106
Panda Coder 13B	16K / 26 GB	11	14
... Llama 2 13B Instruct Text2sql	16K / 26 GB	8	28
Gen Sim	16K / 0.3 GB	4	3
Llama 3 13B Instruct Ft	8K / 26.1 GB	10	2

Note: green Score (e.g. "73.2") means that the model is better than James-WYang/X-Instruction-13b-sw.