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README.md
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---
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license: mit
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license_link: https://huggingface.co/microsoft/phi-4/resolve/main/LICENSE
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language:
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- en
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pipeline_tag: text-generation
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tags:
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- phi
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- phi4
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- nlp
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- math
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- code
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- chat
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- conversational
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base_model: microsoft/phi-4
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library_name: transformers
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---
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# Phi-4 GPTQ (4-bit Quantized)
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[](https://huggingface.co/fhamborg/phi-4-4bit-gptq)
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## Model Description
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This is a **4-bit GPTQ-quantized** version of the Phi-4 transformer model, optimized for **efficient inference** while maintaining performance.
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- **Base Model**: [Phi-4](https://huggingface.co/...)
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- **Quantization**: GPTQ (4-bit)
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- **Format**: `safetensors`
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- **Tokenizer**: Uses standard `vocab.json` and `merges.txt`
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## Intended Use
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- Fast inference with minimal VRAM usage
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- Deployment in resource-constrained environments
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- Optimized for **low-latency text generation**
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## Model Details
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| Attribute | Value |
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|-----------------|-------|
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| **Model Name** | Phi-4 GPTQ |
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| **Quantization** | 4-bit (GPTQ) |
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| **File Format** | `.safetensors` |
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| **Tokenizer** | `phi-4-tokenizer.json` |
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| **VRAM Usage** | ~X GB (depending on batch size) |
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