What are the hardware requirements for WizardCoder Guanaco 15B V1.1?

WizardCoder Guanaco 15B V1.1 requires approximately 31 GB of VRAM. Quantized variants may run on less VRAM; see the Quantized Models section on this page.

Who developed WizardCoder Guanaco 15B V1.1 and how large is it?

WizardCoder Guanaco 15B V1.1 is developed by LoupGarou, a model with 15b parameters. The model is published as open weights on Hugging Face and indexed on LLM Explorer with full benchmark history.

How does WizardCoder Guanaco 15B V1.1 perform on standard benchmarks?

WizardCoder Guanaco 15B V1.1 has the following published scores: MMLU 25.88. Compare against reference models on this page or on the LLM Explorer leaderboards.

WizardCoder Guanaco 15B V1.1 by LoupGarou — VRAM 31GB

Name: WizardCoder Guanaco 15B V1.1
Author: LoupGarou

WizardCoder Guanaco 15B V1.1 is an open-source language model by LoupGarou. Features: 15b LLM, VRAM: 31GB, License: apache-2.0, Code Generating, LLM Explorer Score: 0.12, Arc: 32.6, HellaSwag: 45.4, MMLU: 25.9, GSM8K: 2.9.

Codegen Dataset:guanaco En Endpoints compatible Gpt bigcode Pytorch Region:us

Model Card on HF 🤗: https://huggingface.co/LoupGarou/WizardCoder-Guanaco-15B-V1.1

WizardCoder Guanaco 15B V1.1 Parameters and Internals

Model Type

text generation

Use Cases

Areas:

text generation tasks

Applications:

question answering, summarizing text, translation (limited)

Primary Use Cases:

English language question-answering systems

Limitations:

Primarily effective for English text, potentially limited translation capabilities

Considerations:

Generated content is to be used as an assistance tool.

Supported Languages

English (proficient)

Training Details

Data Sources:

openassistant-guanaco dataset, refined version of openassistant-guanaco dataset

Data Volume:

50% expansion with GPT-4 and GPT-3.5-Turbo

Methodology:

Revised answers with GPT-4, augmented dataset focusing on algebra

Training Time:

12 epochs

LLM Name	WizardCoder Guanaco 15B V1.1
Repository 🤗	https://huggingface.co/LoupGarou/WizardCoder-Guanaco-15B-V1.1
Model Size	15b
Required VRAM	31 GB
Updated	2026-08-04
Maintainer	LoupGarou
Model Type	gpt_bigcode
Model Files	31.0 GB
Supported Languages	en
Generates Code	Yes
Model Architecture	GPTBigCodeForCausalLM
License	apache-2.0
Model Max Length	2048
Transformers Version	4.30.0.dev0
Tokenizer Class	GPT2Tokenizer
Vocabulary Size	49153
Torch Data Type	float16
Activation Function	gelu

Rank the WizardCoder Guanaco 15B V1.1 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 WizardCoder Guanaco 15B V1.1

Model	Likes	Downloads	VRAM
...ardCoder Guanaco 15B V1.1 GPTQ	12	50	9 GB
...ardCoder Guanaco 15B V1.0 GPTQ	16	57	9 GB

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...zardCoder 15B V1.0 Sharded 8gb	0K / 62.2 GB	18	0