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@@ -11,11 +11,11 @@ The AI brand for people who give a damn. We build frontier models the frontier w
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- ## What we are shipping
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  We build small, maximally efficient models that run on the hardware you already own, no coal rolling mega GPU data centers required.
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- ### FEVER
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  **Fourier Encoder for Visual Embedding and Retrieval**
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@@ -31,7 +31,7 @@ Built off of our FELA architecture, FEVER ships both as a model and as a bundled
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  If you are comparing against the usual cross modal retrieval stack, this is our answer to it, and we built it to win on quality per watt and performance. It really _rips_.
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- ### FELA Powered General and Scientific Computing
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  We had so much success with the FELA methodology that we are proud to demonstrate:
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@@ -51,7 +51,7 @@ Using our high efficiency model, we can enable scientists to move faster and was
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  (If you have a custom computing concern, chances are, we can find **a way** to get FELA to make it computable. Contact our enterprise sales for more details.)
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- ### [FELA LLM](https://huggingface.co/lowdown-labs/FELA-autocomplete)
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  **Fourier Encoder with Linear Attention**
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@@ -67,7 +67,7 @@ We feel _better_ about using FELA on our desktops to write code faster. It can r
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- ## What we stand for
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  **We care about the environment.** We build efficient AI on purpose. Our models are designed to run powerfully and cleanly on commodity hardware. The products we are building are right sized. We aim our work at problems worth solving, like models that support climate research and resource efficiency, and understanding our physical world better.
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  * * *
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- ## Licensing
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  Every model we release uses the [Hippocratic License 3.0](https://firstdonoharm.dev/) + [CC BY-NC 4.0](https://creativecommons.org/licenses/by-nc/4.0/deed.en). **We will never release a model to replace a human or to generate creative work in someone's place.** Read that as a promise, not fine print - we do what we do to understand our world, not to cheapen it.
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  * * *
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- ## Get involved
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  * Website and access: [gimmelowdown.com](https://gimmelowdown.com)
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  * Status: [status.gimmelowdown.com](https://status.gimmelowdown.com)
 
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  * * *
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+ # What we are shipping
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  We build small, maximally efficient models that run on the hardware you already own, no coal rolling mega GPU data centers required.
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+ ## FEVER
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  **Fourier Encoder for Visual Embedding and Retrieval**
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  If you are comparing against the usual cross modal retrieval stack, this is our answer to it, and we built it to win on quality per watt and performance. It really _rips_.
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+ ## FELA Powered General and Scientific Computing
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  We had so much success with the FELA methodology that we are proud to demonstrate:
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  (If you have a custom computing concern, chances are, we can find **a way** to get FELA to make it computable. Contact our enterprise sales for more details.)
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+ ## [FELA LLM](https://huggingface.co/lowdown-labs/FELA-autocomplete)
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  **Fourier Encoder with Linear Attention**
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  * * *
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+ # What we stand for
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  **We care about the environment.** We build efficient AI on purpose. Our models are designed to run powerfully and cleanly on commodity hardware. The products we are building are right sized. We aim our work at problems worth solving, like models that support climate research and resource efficiency, and understanding our physical world better.
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  * * *
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+ # Licensing
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  Every model we release uses the [Hippocratic License 3.0](https://firstdonoharm.dev/) + [CC BY-NC 4.0](https://creativecommons.org/licenses/by-nc/4.0/deed.en). **We will never release a model to replace a human or to generate creative work in someone's place.** Read that as a promise, not fine print - we do what we do to understand our world, not to cheapen it.
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  * * *
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+ # Get involved
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  * Website and access: [gimmelowdown.com](https://gimmelowdown.com)
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  * Status: [status.gimmelowdown.com](https://status.gimmelowdown.com)