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README.md
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---
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language:
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- en
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license: apache-2.0
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library_name: gguf
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tags:
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- ruvltra
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- sona
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- adaptive-learning
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- gguf
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- quantized
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pipeline_tag: text-generation
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---
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# RuvLTRA Medium (1.1B)
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**Balanced RuvLTRA model for general-purpose tasks**
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## Model Description
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RuvLTRA Medium provides a balance between capability and resource usage, suitable for general-purpose text generation and coding tasks.
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- **SONA Integration**: Self-Optimizing Neural Architecture support
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- **Extended Context**: 8192 token context window
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- **Q4_K_M Quantization**: Efficient 4-bit quantization
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## Model Details
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| Property | Value |
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|----------|-------|
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| Parameters | 1.1B |
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| Quantization | Q4_K_M |
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| Context Length | 8192 tokens |
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| File Size | ~669 MB |
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| Format | GGUF |
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## Hardware Requirements
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- **Minimum RAM**: 2 GB
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- **Recommended RAM**: 4 GB
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- **Supports**: Apple Neural Engine, Metal, CUDA, CPU
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## Usage
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```rust
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use ruvllm::hub::ModelDownloader;
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let downloader = ModelDownloader::new();
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let path = downloader.download("ruv/ruvltra-medium", None).await?;
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```
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## License
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Apache 2.0
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