What are the hardware requirements for CodeLlama 34B GPTQ?

CodeLlama 34B GPTQ requires approximately 18.3 GB of VRAM and supports a context window of 16K tokens. Quantized variants may run on less VRAM; see the Quantized Models section on this page.

Who developed CodeLlama 34B GPTQ and how large is it?

CodeLlama 34B GPTQ is developed by TheBloke, a model with 34b 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 CodeLlama 34B GPTQ?

CodeLlama 34B GPTQ is hosted on Hugging Face and linked from this page. LLM Explorer also lists quantized variants and similar alternatives if available.

CodeLlama 34B GPTQ by TheBloke — VRAM 18.3GB, 16K context

Name: CodeLlama 34B GPTQ
Author: TheBloke

CodeLlama 34B GPTQ is an open-source language model by TheBloke. Features: 34b LLM, VRAM: 18.3GB, Context: 16K, License: llama2, Quantized, Code Generating, LLM Explorer Score: 0.08.

Arxiv:2308.12950 4-bit Base model:codellama/codellama... Base model:quantized:codellama... Code Codegen Custom code Gptq Llama Llama2 Quantized Region:us Safetensors

Model Card on HF 🤗: https://huggingface.co/TheBloke/CodeLlama-34B-GPTQ

CodeLlama 34B GPTQ Parameters and Internals

Model Type

text-generation

Use Cases

Areas:

commercial, research

Considerations:

Additional Notes

The model is designed for general code synthesis and understanding, especially in English.

Training Details

Hardware Used:

A100-80GB

Model Architecture:

Auto-regressive transformer

LLM Name	CodeLlama 34B GPTQ
Repository 🤗	https://huggingface.co/TheBloke/CodeLlama-34B-GPTQ
Model Name	CodeLlama 34B
Model Creator	Meta
Base Model(s)	CodeLlama 34B Hf codellama/CodeLlama-34b-hf
Model Size	34b
Required VRAM	18.3 GB
Updated	2026-07-17
Maintainer	TheBloke
Model Type	llama
Model Files	18.3 GB
Supported Languages	code
GPTQ Quantization	Yes
Quantization Type	gptq
Generates Code	Yes
Model Architecture	LlamaForCausalLM
License	llama2
Context Length	16384
Model Max Length	16384
Transformers Version	4.32.0
Tokenizer Class	LlamaTokenizer
Beginning of Sentence Token	<s>
End of Sentence Token	</s>
Unk Token	<unk>
Vocabulary Size	32000
Torch Data Type	float16

Rank the CodeLlama 34B 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 CodeLlama 34B GPTQ

Best Alternatives	Context / RAM	Downloads	Likes
...chless Codellama 34B V2.0 GPTQ	16K / 17.7 GB	6	4
CodeFuse CodeLlama 34B 4bits	16K / 19 GB	26	26
Phind CodeLlama 34B V2 GPTQ	16K / 17.7 GB	64	90
...nbuddy Coder 34B V11 Bf16 GPTQ	16K / 17.9 GB	9	0
CodeLlama 34B Instruct GPTQ	16K / 18.3 GB	150	74
MAmmoTH Coder 34B GPTQ	16K / 17.7 GB	10	2
Synthia 34B V1.2 GPTQ	16K / 17.7 GB	9	7
CodeFuse CodeLlama 34B GPTQ	16K / 17.7 GB	4	9
...zardCoder Python 34B V1.0 GPTQ	16K / 17.7 GB	55	62
CodeLlama 34B Guanaco Gptq	16K / 18.3 GB	65	5

Note: green Score (e.g. "73.2") means that the model is better than TheBloke/CodeLlama-34B-GPTQ.