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Life & fun · March 13, 2024

LG

Like grep but for natural questions. Mixtral 8x7B – 28 tok/s on 8GB GPU

Like grep but for natural language questions. Based on Mistral 7B or Mixtral 8x7B. Example: fltr --file emails.txt --prompt "Is the following email spam? Email:" --batch-size 32 It will output all lines in the file where the answer is yes. Text file input tokens per second: - Nvidia RTX 3070 with 8GB memory: Mistral 7B: ~52 tok/s, Mixtral 8x7B: ~28 tok/s - Intel I5-6500 with 8GB memory: Mistral 7B: ~5 tok/s, Mixtral 8x7B: ~2 tok/s Supports: Linux (x86_64) & macOS (x86_64 & arm64)

In plain words

fltr is a command-line tool that filters text files using natural language questions instead of regular expressions. Built on Mistral 7B or Mixtral 8x7B models, it processes files line-by-line and returns only those matching a user-specified prompt. For example, users can identify spam emails or extract relevant content by posing questions naturally. It runs on Linux and macOS with performance varying by hardware, from 52 tokens per second on an RTX 3070 down to 2 tokens per second on CPU-only systems.

written from the facts on this page · September 2026

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