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knowrohit/README.md

SRSWTI Inc.

Building the world's fastest retrieval and inference engines.

compressed_srswti

Bodega's Own

Exclusive models trained/optimized for Bodega Inference Engine

Raptor Series

Ultra-compact reasoning models

  • bodega-raptor-0.9b - 900M params. Runs on mobile/Pi with 100+ tok/s. Handles document classification, query reformulation, and lightweight reasoning at the edge.
    🤗

  • bodega-raptor-90m - Extreme edge variant. Sub-100M params for amazing tool calling support and reasoning.
    🤗

  • bodega-raptor-1b-reasoning-opus4.5-distill - Distilled from Claude Opus 4.5 reasoning patterns. Enhanced logical deduction chains.
    🤗

  • bodega-raptor-8b-mxfp4 - Balanced power/performance for laptops.
    🤗

  • bodega-raptor-15b-6bit - Better raptor.
    🤗

Flagship Models

Frontier intelligence, distilled and optimized

  • deepseek-v3.2-speciale-distilled-raptor-32b-4bit - DeepSeek V3.2 distilled to 32B with Raptor reasoning. Exceptional math/code generation in 5-7GB footprint. 120 tok/s on M1 Max.
    🤗

  • bodega-centenario-21b-mxfp4 - Production workhorse. 21B params optimized for sustained inference workloads. Behemoth in all categories.
    🤗

  • bodega-solomon-9b - Multimodal and best for agentic coding.
    🤗

Axe-Turbo Series

Agentic Coding Models

  • axe-turbo-1b - 1B params, 150 tok/s, sub-50ms first token. Edge-first architecture.
    🤗

  • axe-turbo-31b - Baller coding model, exceptional agentic capabilities.
    🤗

Specialized Models

Task-specific optimization

  • bodega-vertex-4b - 4B params. Optimized for structured data.
    🤗

  • blackbird-she-doesnt-refuse-21b - Uncensored 21B variant for unrestricted generation.
    🤗

Resources

🤗 Explore Bodega's Own Collection

All models optimized for Bodega Inference Engine

Pinned Loading

  1. SRSWTI/axe SRSWTI/axe Public

    axe - a precision agentic coder. large codebases. zero bloat. terminal-native. precise retrieval. powerful inference.

    Python 7

  2. SRSWTI/fasterpc SRSWTI/fasterpc Public

    rpc over websockets

    Python 11 1

  3. SRSWTI/shadows SRSWTI/shadows Public

    a fast and lightweight distributed background task processing framework with seamless scheduling.

    Python 12

  4. SRSWTI/axis SRSWTI/axis Public

    AI eXplainable Inference & Search. Open Sourcing on-premise, ultra-fast latency intelligence to all.

    36 5

  5. Text-to-Image-Bigger-GAN Text-to-Image-Bigger-GAN Public

    A simple tool for text to image generation, using CLIP and a BigGAN. Technique was created by https://twitter.com/knowrohit07

    Jupyter Notebook 3

  6. SRSWTI/fckprint SRSWTI/fckprint Public

    the name is enough doe. we mean it.

    Python 4