Context tokens are the bane of all fun.

This page summarizes the projects mentioned and recommended in the original post on /r/LocalLLaMA

InfluxDB - Power Real-Time Data Analytics at Scale
Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.
www.influxdata.com
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  • landmark-attention

    Landmark Attention: Random-Access Infinite Context Length for Transformers

  • Implementing other solutions such as Landmark Attention to allow for much larger context windows. Landmark Attention basically creates new 'landmark tokens' that represent larger chunks of input tokens, and the language model is fine-tuned to allow the attention layer to access the relevant landmark tokens, effectively overcoming context window issues with our relying on external retrieval processes like LangChain.

  • InfluxDB

    Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.

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NOTE: The number of mentions on this list indicates mentions on common posts plus user suggested alternatives. Hence, a higher number means a more popular project.

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