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: 0.18.
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 🤗: https://huggingface.co/ehristoforu/ruphi-4b
Ruphi 4B Benchmarks
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)
Ruphi 4B Parameters and Internals
| LLM Name | Ruphi 4B |
| Repository 🤗 | https://huggingface.co/ehristoforu/ruphi-4b |
| Base Model(s) | |
| Model Size | 4b |
| Required VRAM | 7.6 GB |
| Updated | 2026-05-17 |
| Maintainer | ehristoforu |
| Model Type | phi3 |
| Instruction-Based | Yes |
| Model Files | |
| Supported Languages | en |
| Quantization Type | 4bit |
| Model Architecture | Phi3ForCausalLM |
| License | apache-2.0 |
| Context Length | 131072 |
| Model Max Length | 131072 |
| Transformers Version | 4.43.3 |
| Tokenizer Class | LlamaTokenizer |
| Padding Token | <|endoftext|> |
| Vocabulary Size | 32064 |
| Torch Data Type | bfloat16 |
Best Alternatives to Ruphi 4B
Best Alternatives |
Context / RAM |
Downloads |
Likes |
|---|---|---|---|
| ...Instruct V0.3 HQQ 1bit Smashed | 4K / 0.9 GB | 5 | 0 |
| Phi4 Mini Prose2Tags 4B | 128K / 7.7 GB | 5 | 0 |
| Calme 2.1 Phi3.5 4B | 128K / 7.7 GB | 67 | 4 |
| Vanta Research Apollo V1 4B | 128K / 7.7 GB | 7 | 0 |
| AURORAV0.3 4B | 128K / 7.7 GB | 25 | 3 |
| Lunar 4B | 128K / 7.7 GB | 33 | 1 |
| Phi3.5 Gutenberg 4B | 128K / 7.7 GB | 13 | 4 |
| Calme 2.3 Phi3 4B | 4K / 7.7 GB | 905 | 9 |
| Calme 2.2 Phi3 4B | 4K / 7.7 GB | 440 | 3 |
| Calme 2.1 Phi3 4B | 4K / 7.7 GB | 13 | 1 |
Note: green Score (e.g. "73.2") means that the model is better than ehristoforu/ruphi-4b .
Rank the Ruphi 4B Capabilities
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Original data from HuggingFace, OpenCompass and various public git repos.
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Release v20260328a