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Borea Phi 3.5 Mini Instruct Jp by HODACHI

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Borea Phi 3.5 Mini Instruct Jp is an open-source language model by HODACHI. Features: 3.8b LLM, VRAM: 7.7GB, Context: 128K, License: mit, Instruction-Based, LLM Explorer Score: 0.16.

  Autotrain compatible   Conversational   Custom code   Endpoints compatible   Instruct   Phi3   Region:us   Safetensors   Sharded   Tensorflow
Model Card on HF 🤗: https://huggingface.co/HODACHI/Borea-Phi-3.5-mini-Instruct-Jp 

Borea Phi 3.5 Mini Instruct Jp Benchmarks

LLME Score: 0.1555
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Borea Phi 3.5 Mini Instruct Jp (HODACHI/Borea-Phi-3.5-mini-Instruct-Jp)
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Borea Phi 3.5 Mini Instruct Jp Parameters and Internals

Model Type 
text generation, conversational
Use Cases 
Areas:
research
Additional Notes 
This model is focused on Japanese language proficiency but can be used globally. It employs several tuning methods for enhanced performance over its base model.
Supported Languages 
Japanese (high proficiency)
Training Details 
Data Sources:
Japanese Wikipedia, FineWeb
Methodology:
Instruction tuning
Hardware Used:
H100PCIe × 8 (Running in 2h)
Input Output 
Accepted Modalities:
text
LLM NameBorea Phi 3.5 Mini Instruct Jp
Repository 🤗https://huggingface.co/HODACHI/Borea-Phi-3.5-mini-Instruct-Jp 
Model Size3.8b
Required VRAM7.7 GB
Updated2024-08-23
MaintainerHODACHI
Model Typephi3
Instruction-BasedYes
Model Files  5.0 GB: 1-of-2   2.7 GB: 2-of-2
Model ArchitecturePhi3ForCausalLM
Licensemit
Context Length131072
Model Max Length131072
Transformers Version4.43.0
Tokenizer ClassLlamaTokenizer
Padding Token<|endoftext|>
Vocabulary Size32064
Torch Data Typebfloat16

Best Alternatives to Borea Phi 3.5 Mini Instruct Jp

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Context / RAM
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NuExtract V1.5128K / 7.7 GB10851189
Phi 3 Mini 128K Instruct128K / 7.7 GB50
Phi 3.5 Mini TitanFusion 0.1128K / 7.7 GB50
Phi 4 Mini Instruct128K / 7.7 GB838124
ECE EIFFEL 3Bv2128K / 7.7 GB50
NuExtract 1.5128K / 7.7 GB4283245
MediPhi Clinical128K / 7.7 GB38513
MediPhi MedCode128K / 7.7 GB2087
Note: green Score (e.g. "73.2") means that the model is better than HODACHI/Borea-Phi-3.5-mini-Instruct-Jp.

Rank the Borea Phi 3.5 Mini Instruct Jp 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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