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: 0.25.

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 Benchmarks

LLME Score: 0.24855

^nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").

What is the LLM Explorer Rank (Score)

Holo 3.1 4B Coder (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	2026-07-08
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

Best Alternatives to Holo 3.1 4B Coder

Best Alternatives	Context / RAM	Downloads	Likes
Qwen35 4B Soyuz Merged	256K / 8.4 GB	1231	3
Qwen3.5 4B EU	256K / 9.7 GB	474	0
Retrico Lm 4B Finetuned V4	256K / 0 GB	143	0
Qwen3.5 4B INT8	256K / 4.8 GB	111	2
Distil Qwen35 4B	256K / 8.4 GB	222	2
...n3.5 4B Ru Norm Link Extractor	256K / 8.4 GB	14	0
Qwen3.5 4B Ru Json Extractor	256K / 8.4 GB	6	0
Qwen3.5 4B INT8	256K / 4.8 GB	21	2
Qwen3.5 4B Abliterated	256K / 8.4 GB	105	11
Zira Researcher	256K / 8.4 GB	26	11

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

Rank the Holo 3.1 4B Coder Capabilities

🆘 Have you tried this model? Rate its performance. This feedback would greatly assist ML community in identifying the most suitable model for their needs. Your contribution really does make a difference! 🌟

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

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Holo 3.1 4B Coder by josephmayo

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Holo 3.1 4B Coder Benchmarks

Holo 3.1 4B Coder Parameters and Internals

Best Alternatives to Holo 3.1 4B Coder

Rank the Holo 3.1 4B Coder Capabilities

What open-source LLMs or SLMs are you in search of? 55346 in total.