What are the hardware requirements for Codellama Cairo Instruct GGUF?

Codellama Cairo Instruct GGUF requires approximately 4.1 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 Cairo Instruct GGUF and how large is it?

Codellama Cairo Instruct GGUF is developed by StarkWizard. 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 Cairo Instruct GGUF?

Codellama Cairo Instruct GGUF is hosted on Hugging Face and linked from this page. LLM Explorer also lists quantized variants and similar alternatives if available.

Codellama Cairo Instruct GGUF by StarkWizard — VRAM 4.1GB, 16K context

Name: Codellama Cairo Instruct GGUF
Author: StarkWizard

Codellama Cairo Instruct GGUF is an open-source language model by StarkWizard. Features: LLM, VRAM: 4.1GB, Context: 16K, Quantized, Instruction-Based, Code Generating, LLM Explorer Score: 0.11.

Codegen Endpoints compatible Gguf Instruct Llama Quantized Region:us Safetensors

Model Card on HF 🤗: https://huggingface.co/StarkWizard/codellama-cairo-instruct-GGUF

Codellama Cairo Instruct GGUF Parameters and Internals

LLM Name	Codellama Cairo Instruct GGUF
Repository 🤗	https://huggingface.co/StarkWizard/codellama-cairo-instruct-GGUF
Required VRAM	4.1 GB
Updated	2026-07-26
Maintainer	StarkWizard
Model Type	llama
Instruction-Based	Yes
Model Files	4.1 GB 7.2 GB
GGUF Quantization	Yes
Quantization Type	gguf
Generates Code	Yes
Model Architecture	LlamaForCausalLM
Context Length	16384
Model Max Length	16384
Transformers Version	4.36.2
Tokenizer Class	CodeLlamaTokenizer
Padding Token	▁***
Vocabulary Size	32016
Torch Data Type	float16

Rank the Codellama Cairo Instruct GGUF 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

Best Alternatives to Codellama Cairo Instruct GGUF

Best Alternatives	Context / RAM	Downloads	Likes
CodeGen Instruct	16K / 0.8 GB	130	0

Note: green Score (e.g. "73.2") means that the model is better than StarkWizard/codellama-cairo-instruct-GGUF.