What are the hardware requirements for Holo 3.1 4B Coder?

Holo 3.1 4B Coder requires approximately 16.8 GB of VRAM and supports a context window of 256K tokens. Quantized variants may run on less VRAM; see the Quantized Models section on this page.

Who developed Holo 3.1 4B Coder and how large is it?

Holo 3.1 4B Coder is developed by josephmayo, a model with 4b 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 Holo 3.1 4B Coder?

Holo 3.1 4B Coder is hosted on Hugging Face and linked from this page. LLM Explorer also lists quantized variants and similar alternatives if available.

Holo 3.1 4B Coder by josephmayo — VRAM 16.8GB, 256K context

Name: Holo 3.1 4B Coder
Author: josephmayo

Holo 3.1 4B Coder is an open-source language model by josephmayo. Features: 4b LLM, VRAM: 16.8GB, Context: 256K, LLM Explorer Score: 0.24.

Base model:finetune:hcompany/h... Base model:hcompany/holo-3.1-4... Coding Conversational Endpoints compatible Merge Python Qwen3 5 text Region:us Safetensors Sharded Tensorflow

Model Card on HF 🤗: https://huggingface.co/josephmayo/Holo-3.1-4B-Coder

Holo 3.1 4B Coder Parameters and Internals

LLM Name	Holo 3.1 4B Coder
Repository 🤗	https://huggingface.co/josephmayo/Holo-3.1-4B-Coder
Base Model(s)	Hcompany/Holo-3.1-4B Hcompany/Holo-3.1-4B
Model Size	4b
Required VRAM	16.8 GB
Updated	2026-07-24
Maintainer	josephmayo
Model Type	qwen3_5_text
Model Files	2.5 GB: 1-of-9 1.9 GB: 2-of-9 2.0 GB: 3-of-9 2.0 GB: 4-of-9 2.0 GB: 5-of-9 2.0 GB: 6-of-9 1.9 GB: 7-of-9 2.0 GB: 8-of-9 0.5 GB: 9-of-9
Model Architecture	Qwen3_5ForCausalLM
Context Length	262144
Model Max Length	262144
Transformers Version	5.10.1
Tokenizer Class	Qwen2Tokenizer
Padding Token	<\|endoftext\|>
Vocabulary Size	248320
Errors	replace

Rank the Holo 3.1 4B Coder 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 Holo 3.1 4B Coder

Best Alternatives	Context / RAM	Downloads	Likes
NeoHorse 1 4B	256K / 8.4 GB	1771	179
Agents A1 4B Fable Preview	256K / 8.4 GB	103	0
...ihui NeoHorse 1 4B Abliterated	256K / 8.4 GB	546	4
Bible Assistant Qwen3.5 4B V2	256K / 8.4 GB	1358	0
...ts A1 4B Fable Preview Heretic	256K / 8.4 GB	2285	2
NeoHorse 1 4B	256K / 8.4 GB	125	1
NeoHorse 1 4B FP8	256K / 4.8 GB	164	1
3arabLM 4B Islamic V2	256K / 8.4 GB	462	1
Qwen35 4B T13 Opd Rkl Ckpt50	256K / 8.4 GB	467	0
...nts A1 4B Kimi Preview Heretic	256K / 8.4 GB	287	0

Note: green Score (e.g. "73.2") means that the model is better than josephmayo/Holo-3.1-4B-Coder.