LLM EXPLORER
 LLM Explorer: A Curated Large Language Model Directory and Analytics
Dark Theme
  Agents   Benchmarks   LLM  List    LLM Hosting    LLM Leaderboards    Blog    Newsfeed    Advertise

Phibode 3 Mini 4K Ultraalpaca by recogna-nlp

 »  All LLMs  »  recogna-nlp  »  Phibode 3 Mini 4K Ultraalpaca   URL Share it on

  4   

Phibode 3 Mini 4K Ultraalpaca is an open-source language model by recogna-nlp. Features: 3.8b LLM, VRAM: 15.4GB, Context: 4K, License: apache-2.0, Instruction-Based, LLM Explorer Score: 0.13.

  Conversational   Custom code   Endpoints compatible   Instruct   Phi3   Region:us   Safetensors   Sharded   Tensorflow
Model Card on HF 🤗: https://huggingface.co/recogna-nlp/phibode-3-mini-4k-ultraalpaca 

Phibode 3 Mini 4K Ultraalpaca Benchmarks

LLME Score: 0.12898
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Phibode 3 Mini 4K Ultraalpaca (recogna-nlp/phibode-3-mini-4k-ultraalpaca)
🌟 Advertise your project 🚀

Phibode 3 Mini 4K Ultraalpaca Parameters and Internals

Model Type 
text generation
Use Cases 
Limitations:
The model is a work in progress and still presents issues in generating text in Portuguese.
Additional Notes 
Designed for users with limited computational resources.
Supported Languages 
Portuguese (refined for Portuguese language)
Training Details 
Data Sources:
UltraAlpaca dataset translated for Portuguese
Methodology:
LoRa fine-tuning
Input Output 
Input Format:
Expected input roles: system, user
Accepted Modalities:
text
Output Format:
Generated text
LLM NamePhibode 3 Mini 4K Ultraalpaca
Repository 🤗https://huggingface.co/recogna-nlp/phibode-3-mini-4k-ultraalpaca 
Model Size3.8b
Required VRAM15.4 GB
Updated2026-05-26
Maintainerrecogna-nlp
Model Typephi3
Instruction-BasedYes
Model Files  5.0 GB: 1-of-4   5.0 GB: 2-of-4   5.0 GB: 3-of-4   0.4 GB: 4-of-4
Model ArchitecturePhi3ForCausalLM
Licenseapache-2.0
Context Length4096
Model Max Length4096
Transformers Version4.40.1
Tokenizer ClassLlamaTokenizer
Padding Token<|endoftext|>
Vocabulary Size32064
Torch Data Typefloat32

Best Alternatives to Phibode 3 Mini 4K Ultraalpaca

Best Alternatives
Context / RAM
Downloads
Likes
Phi 3.5 Mini Instruct128K / 7.7 GB701846980
Phi 4 Mini Instruct Heretic128K / 7.7 GB4590
Phi 3 Mini 128K Instruct128K / 7.7 GB50
MediPhi Instruct128K / 7.7 GB170467
NuExtract V1.5128K / 7.7 GB10851189
Phi 3.5 Mini TitanFusion 0.1128K / 7.7 GB140
ECE EIFFEL 3Bv2128K / 7.7 GB50
Phi 4 Mini Instruct128K / 7.7 GB428524
MediPhi128K / 7.7 GB373923
MediPhi Clinical128K / 7.7 GB26614
Note: green Score (e.g. "73.2") means that the model is better than recogna-nlp/phibode-3-mini-4k-ultraalpaca.

Rank the Phibode 3 Mini 4K Ultraalpaca 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  

What open-source LLMs or SLMs are you in search of? 53972 in total.

Email us: info@extractum.io. Our Privacy Policy  | Terms and Conditions  | Suggest an improvement.
Our Social Media →  
Original data from HuggingFace, OpenCompass and various public git repos.
Check out Ag3ntum — our secure, self-hosted AI agent for server management.
Release v20260328a
  Support LLM Explorer