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Holo 3.1 4B Coder by josephmayo

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Holo 3.1 4B Coder is an open-source language model by josephmayo. Features: 4b LLM, VRAM: 16.8GB, Context: 256K, LLM Explorer Score: 0.28.

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: 0.27891
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Holo 3.1 4B Coder (josephmayo/Holo-3.1-4B-Coder)
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Holo 3.1 4B Coder Parameters and Internals

LLM NameHolo 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 Size4b
Required VRAM16.8 GB
Updated2026-06-05
Maintainerjosephmayo
Model Typeqwen3_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 ArchitectureQwen3_5ForCausalLM
Context Length262144
Model Max Length262144
Transformers Version5.10.1
Tokenizer ClassQwen2Tokenizer
Padding Token<|endoftext|>
Vocabulary Size248320
Errorsreplace

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Qwen3.5 4B Code Forged256K / 8.4 GB1590
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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