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Ruphi 4B by ehristoforu

By ehristoforu · 6 downloads

Ruphi 4B is an open-source language model by ehristoforu. Features: 4b LLM, VRAM: 7.6GB, Context: 128K, License: apache-2.0, Quantized, Instruction-Based, LLM Explorer Score: 0.17.

  4bit Base model:finetune:unsloth/ph... Base model:unsloth/phi-3.5-min...   Conversational   Custom code   En   Endpoints compatible   Instruct   Llama   Phi3   Quantized   Region:us   Safetensors   Sft   Sharded   Tensorflow   Trl   Unsloth
Model Card on HF πŸ€—: https://huggingface.co/ehristoforu/ruphi-4b 

Ruphi 4B Parameters and Internals

LLM NameRuphi 4B
Repository πŸ€—https://huggingface.co/ehristoforu/ruphi-4b 
Base Model(s)  unsloth/Phi-3.5-mini-instruct-bnb-4bit   unsloth/Phi-3.5-mini-instruct-bnb-4bit
Model Size4b
Required VRAM7.6 GB
Updated2026-07-30
Maintainerehristoforu
Model Typephi3
Instruction-BasedYes
Model Files  5.0 GB: 1-of-2   2.6 GB: 2-of-2
Supported Languagesen
Quantization Type4bit
Model ArchitecturePhi3ForCausalLM
Licenseapache-2.0
Context Length131072
Model Max Length131072
Transformers Version4.43.3
Tokenizer ClassLlamaTokenizer
Padding Token<|endoftext|>
Vocabulary Size32064
Torch Data Typebfloat16

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Note: green Score (e.g. "73.2") means that the model is better than ehristoforu/ruphi-4b.