What are the hardware requirements for WizardCoder 15B 1.0 GPTQ?

WizardCoder 15B 1.0 GPTQ requires approximately 9.2 GB of VRAM. Quantized variants may run on less VRAM; see the Quantized Models section on this page.

Who developed WizardCoder 15B 1.0 GPTQ and how large is it?

WizardCoder 15B 1.0 GPTQ is developed by TheBloke, a model with 15b 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 WizardCoder 15B 1.0 GPTQ?

WizardCoder 15B 1.0 GPTQ is hosted on Hugging Face and linked from this page. LLM Explorer also lists quantized variants and similar alternatives if available.

WizardCoder 15B 1.0 GPTQ by TheBloke — VRAM 9.2GB

Name: WizardCoder 15B 1.0 GPTQ
Author: TheBloke

WizardCoder 15B 1.0 GPTQ is an open-source language model by TheBloke. Features: 15b LLM, VRAM: 9.2GB, License: bigcode-openrail-m, Quantized, Code Generating, LLM Explorer Score: 0.08.

4-bit Codegen Gpt bigcode Gptq Quantized Region:us Safetensors

Model Card on HF 🤗: https://huggingface.co/TheBloke/WizardCoder-15B-1.0-GPTQ

WizardCoder 15B 1.0 GPTQ Parameters and Internals

Model Type

code generation

Use Cases

Areas:

code-related tasks, research purposes

Primary Use Cases:

code generation for tasks specified in instructions

Training Details

Data Sources:

code instruction data

Data Volume:

78k evolved code instructions

Methodology:

Evol-Instruct and fine-tuning StarCoder model

Context Length:

2048

Input Output

Input Format:

Instruction based prompt

Accepted Modalities:

text

Output Format:

text

Performance Tips:

Use hardware with sufficient VRAM for optimal performance.

LLM Name	WizardCoder 15B 1.0 GPTQ
Repository 🤗	https://huggingface.co/TheBloke/WizardCoder-15B-1.0-GPTQ
Base Model(s)	...ider Natsql Wizard Coder Qlora richardr1126/spider-natsql-wizard-coder-qlora
Model Size	15b
Required VRAM	9.2 GB
Updated	2026-05-31
Maintainer	TheBloke
Model Type	gpt_bigcode
Model Files	9.2 GB
GPTQ Quantization	Yes
Quantization Type	gptq
Generates Code	Yes
Model Architecture	GPTBigCodeForCausalLM
License	bigcode-openrail-m
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 15B 1.0 GPTQ 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 WizardCoder 15B 1.0 GPTQ

Best Alternatives	Context / RAM	Downloads	Likes
...ardCoder Guanaco 15B V1.1 GPTQ	0K / 9.2 GB	50	12
...ardCoder Guanaco 15B V1.0 GPTQ	0K / 9.2 GB	57	16
...lus Guanaco GPT4 15B V1.0 GPTQ	0K / 9.2 GB	9	9
Minotaur 15B GPTQ	0K / 9.2 GB	6	8
Minotaur 15B 8bit	0K / 16.5 GB	8	0
WizardCoder 15B V1.0 8bit	0K / 16.5 GB	3	1
Starcoder 15b 8bit	0K / GB	17	4
Starcoder 15b 8bit	0K / GB	11	4
Starcoder 15b 4bit	0K / GB	12	2
Starcoder 15b 4bit	0K / GB	10	2

Note: green Score (e.g. "73.2") means that the model is better than TheBloke/WizardCoder-15B-1.0-GPTQ.