What are the hardware requirements for Apex Coder 8B?

Apex Coder 8B requires approximately 5.7 GB of VRAM and supports a context window of 8K tokens. Quantized variants may run on less VRAM; see the Quantized Models section on this page.

Who developed Apex Coder 8B and how large is it?

Apex Coder 8B is developed by mamiyusufdemi, a model with 8b 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 Apex Coder 8B?

Apex Coder 8B is hosted on Hugging Face and linked from this page. LLM Explorer also lists quantized variants and similar alternatives if available.

Apex Coder 8B by mamiyusufdemi — VRAM 5.7GB, 8K context

Name: Apex Coder 8B
Author: mamiyusufdemi

Apex Coder 8B is an open-source language model by mamiyusufdemi. Features: 8b LLM, VRAM: 5.7GB, Context: 8K, License: apache-2.0, Code Generating, LLM Explorer Score: 0.31.

4-bit Base model:mamiyusufdemi/apex-... Base model:quantized:mamiyusuf... Bitsandbytes Codegen Conversational En Endpoints compatible Llama Region:us Safetensors Sharded Tensorflow Unsloth

Model Card on HF 🤗: https://huggingface.co/mamiyusufdemi/Apex-Coder-8B

Apex Coder 8B Parameters and Internals

LLM Name	Apex Coder 8B
Repository 🤗	https://huggingface.co/mamiyusufdemi/Apex-Coder-8B
Base Model(s)	Apex Coder 8B mamiyusufdemi/Apex-Coder-8B
Model Size	8b
Required VRAM	5.7 GB
Updated	2026-11-01
Maintainer	mamiyusufdemi
Model Type	llama
Model Files	5.0 GB: 1-of-2 0.7 GB: 2-of-2
Supported Languages	en
Generates Code	Yes
Model Architecture	LlamaForCausalLM
License	apache-2.0
Context Length	8192
Model Max Length	8192
Transformers Version	5.17.0
Tokenizer Class	TokenizersBackend
Padding Token	<\|reserved_special_token_250\|>
Vocabulary Size	128256

Rank the Apex Coder 8B 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 Apex Coder 8B

Best Alternatives	Context / RAM	Downloads	Likes
CoolerCoder 8B Model Stock	128K / 16.1 GB	34	2
...ynesthesia 3.1 Task Arithmetic	128K / 16.1 GB	7	0
Replete Coder V2 Llama 3.1 8B	128K / 16.1 GB	19	9
Seed Coder 8B Reasoning	64K / 32.9 GB	548	154
Seed Coder 8B Reasoning Bf16	64K / 16.5 GB	191	23
Zeta 2.1	32K / 16.5 GB	2053	76
Zeta 2	32K / 16.5 GB	422	187
Seed Coder 8B Instruct	32K / 16.5 GB	2607	119
Seed Coder 8B Base	32K / 16.5 GB	1070	74
Seed Coder 8B Instruct V1	32K / 32.9 GB	43	2