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vi-gym-causal-ascii

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<BOS> <notepad> 0 \|<cursor> </notepad> <mode>Normal</mode> <prompt>Draw rose please</prompt> <command>0<EOS>
<BOS> <notepad> 0 \|<cursor> </notepad> <mode>Normal</mode> <prompt>Draw rose please</prompt> <command>i@--><Esc><EOS>
<BOS> <notepad> 0 \|@--><cursor> </notepad> <mode>Normal</mode> <prompt>Draw rose please</prompt> <command>3a-<Esc><EOS>
<BOS> <notepad> 0 \|@-->---<cursor> </notepad> <mode>Normal</mode> <prompt>Draw rose please</prompt> <command>a><Esc><EOS>
<BOS> <notepad> 0 \|@-->---><cursor> </notepad> <mode>Normal</mode> <prompt>Draw rose please</prompt> <command>3a-<Esc><EOS>
<BOS> <notepad> 0 \|@-->--->---<cursor> </notepad> <mode>Normal</mode> <prompt>Draw rose please</prompt> <command><EOS>
<BOS> <notepad> 0 \|<cursor> </notepad> <mode>Normal</mode> <prompt>Draw an arrow</prompt> <command>0<EOS>
<BOS> <notepad> 0 \|<cursor> </notepad> <mode>Normal</mode> <prompt>Draw an arrow</prompt> <command>i>><Esc><EOS>
<BOS> <notepad> 0 \|>><cursor> </notepad> <mode>Normal</mode> <prompt>Draw an arrow</prompt> <command>6a-<Esc><EOS>
<BOS> <notepad> 0 \|>>------<cursor> </notepad> <mode>Normal</mode> <prompt>Draw an arrow</prompt> <command>a><Esc><EOS>
<BOS> <notepad> 0 \|>>------><cursor> </notepad> <mode>Normal</mode> <prompt>Draw an arrow</prompt> <command><EOS>
<BOS> <notepad> 0 \|<cursor> </notepad> <mode>Normal</mode> <prompt>A drawing of an a acterpillar with an antenna on his head</prompt> <command>0<EOS>
<BOS> <notepad> 0 \|<cursor> </notepad> <mode>Normal</mode> <prompt>A drawing of an a acterpillar with an antenna on his head</prompt> <command>i6<Esc><EOS>
<BOS> <notepad> 0 \|6<cursor> </notepad> <mode>Normal</mode> <prompt>A drawing of an a acterpillar with an antenna on his head</prompt> <command>8ao<Esc><EOS>
<BOS> <notepad> 0 \|6oooooooo<cursor> </notepad> <mode>Normal</mode> <prompt>A drawing of an a acterpillar with an antenna on his head</prompt> <command><EOS>
<BOS> <notepad> 0 \|<cursor> </notepad> <mode>Normal</mode> <prompt>A drawing of a waves</prompt> <command>0<EOS>
<BOS> <notepad> 0 \|<cursor> </notepad> <mode>Normal</mode> <prompt>A drawing of a waves</prompt> <command>7i~<Esc><EOS>
<BOS> <notepad> 0 \|~~~~~~~<cursor> </notepad> <mode>Normal</mode> <prompt>A drawing of a waves</prompt> <command>3a <Esc><EOS>
<BOS> <notepad> 0 \|~~~~~~~ <cursor> </notepad> <mode>Normal</mode> <prompt>A drawing of a waves</prompt> <command>aoOoOoOoOoOo oO0OoO0OoO0Oo<Esc><EOS>
<BOS> <notepad> 0 \|~~~~~~~ oOoOoOoOoOo oO0OoO0OoO0Oo<cursor> </notepad> <mode>Normal</mode> <prompt>A drawing of a waves</prompt> <command><EOS>
<BOS> <notepad> 0 \|<cursor> </notepad> <mode>Normal</mode> <prompt>Make a boobies in ASCII</prompt> <command>0<EOS>
<BOS> <notepad> 0 \|<cursor> </notepad> <mode>Normal</mode> <prompt>Make a boobies in ASCII</prompt> <command>i()()<Esc><EOS>
<BOS> <notepad> 0 \|()()<cursor> </notepad> <mode>Normal</mode> <prompt>Make a boobies in ASCII</prompt> <command><EOS>
<BOS> <notepad> 0 \|<cursor> </notepad> <mode>Normal</mode> <prompt>Create a big boobies art</prompt> <command>0<EOS>
<BOS> <notepad> 0 \|<cursor> </notepad> <mode>Normal</mode> <prompt>Create a big boobies art</prompt> <command>i( * ) ( * )<Esc><EOS>
<BOS> <notepad> 0 \|( * ) ( * )<cursor> </notepad> <mode>Normal</mode> <prompt>Create a big boobies art</prompt> <command><EOS>
<BOS> <notepad> 0 \|<cursor> </notepad> <mode>Normal</mode> <prompt>a few faces</prompt> <command>0<EOS>
<BOS> <notepad> 0 \|<cursor> </notepad> <mode>Normal</mode> <prompt>a few faces</prompt> <command>i(^_^) [o_o] (^.^) (".") ($.$)<Esc><EOS>
<BOS> <notepad> 0 \|(^_^) [o_o] (^.^) (".") ($.$)<cursor> </notepad> <mode>Normal</mode> <prompt>a few faces</prompt> <command><EOS>
<BOS> <notepad> 0 \|<cursor> </notepad> <mode>Normal</mode> <prompt>A drawing of an a cup of coffee</prompt> <command>0<EOS>
<BOS> <notepad> 0 \|<cursor> </notepad> <mode>Normal</mode> <prompt>A drawing of an a cup of coffee</prompt> <command>i\|_\|><Esc><EOS>
<BOS> <notepad> 0 \|\|_\|><cursor> </notepad> <mode>Normal</mode> <prompt>A drawing of an a cup of coffee</prompt> <command><EOS>
<BOS> <notepad> 0 \|<cursor> </notepad> <mode>Normal</mode> <prompt>Make an a cigaret in ASCII</prompt> <command>0<EOS>
<BOS> <notepad> 0 \|<cursor> </notepad> <mode>Normal</mode> <prompt>Make an a cigaret in ASCII</prompt> <command>i()<Esc><EOS>
<BOS> <notepad> 0 \|()<cursor> </notepad> <mode>Normal</mode> <prompt>Make an a cigaret in ASCII</prompt> <command>3a_<Esc><EOS>
<BOS> <notepad> 0 \|()___<cursor> </notepad> <mode>Normal</mode> <prompt>Make an a cigaret in ASCII</prompt> <command>a)<Esc><EOS>
<BOS> <notepad> 0 \|()___)<cursor> </notepad> <mode>Normal</mode> <prompt>Make an a cigaret in ASCII</prompt> <command>12a_<Esc><EOS>
<BOS> <notepad> 0 \|()___)____________<cursor> </notepad> <mode>Normal</mode> <prompt>Make an a cigaret in ASCII</prompt> <command>a)<Esc><EOS>
<BOS> <notepad> 0 \|()___)____________)<cursor> </notepad> <mode>Normal</mode> <prompt>Make an a cigaret in ASCII</prompt> <command><EOS>
<BOS> <notepad> 0 \|<cursor> </notepad> <mode>Normal</mode> <prompt>Create an an oar art</prompt> <command>0<EOS>
<BOS> <notepad> 0 \|<cursor> </notepad> <mode>Normal</mode> <prompt>Create an an oar art</prompt> <command>11i=<Esc><EOS>
<BOS> <notepad> 0 \|===========<cursor> </notepad> <mode>Normal</mode> <prompt>Create an an oar art</prompt> <command>a(<Esc><EOS>
<BOS> <notepad> 0 \|===========(<cursor> </notepad> <mode>Normal</mode> <prompt>Create an an oar art</prompt> <command>4a8<Esc><EOS>
<BOS> <notepad> 0 \|===========(8888<cursor> </notepad> <mode>Normal</mode> <prompt>Create an an oar art</prompt> <command>a)<Esc><EOS>
<BOS> <notepad> 0 \|===========(8888)<cursor> </notepad> <mode>Normal</mode> <prompt>Create an an oar art</prompt> <command><EOS>
<BOS> <notepad> 0 \|<cursor> </notepad> <mode>Normal</mode> <prompt>Draw a waves</prompt> <command>0<EOS>
<BOS> <notepad> 0 \|<cursor> </notepad> <mode>Normal</mode> <prompt>Draw a waves</prompt> <command>i_.~"~._.~"~._.~"~._.~"~._<Esc><EOS>
<BOS> <notepad> 0 \|_.~"~._.~"~._.~"~._.~"~._<cursor> </notepad> <mode>Normal</mode> <prompt>Draw a waves</prompt> <command><EOS>
<BOS> <notepad> 0 \|<cursor> </notepad> <mode>Normal</mode> <prompt>Can you draw a waves?</prompt> <command>0<EOS>
<BOS> <notepad> 0 \|<cursor> </notepad> <mode>Normal</mode> <prompt>Can you draw a waves?</prompt> <command>i_.~"(_.~"(_.~"(_.~"(_.~"(<Esc><EOS>
<BOS> <notepad> 0 \|_.~"(_.~"(_.~"(_.~"(_.~"(<cursor> </notepad> <mode>Normal</mode> <prompt>Can you draw a waves?</prompt> <command><EOS>
<BOS> <notepad> 0 \|<cursor> </notepad> <mode>Normal</mode> <prompt>Make an umbrella in ASICI</prompt> <command>0<EOS>
<BOS> <notepad> 0 \|<cursor> </notepad> <mode>Normal</mode> <prompt>Make an umbrella in ASICI</prompt> <command>iT<Esc><EOS>
<BOS> <notepad> 0 \|T<cursor> </notepad> <mode>Normal</mode> <prompt>Make an umbrella in ASICI</prompt> <command><EOS>
<BOS> <notepad> 0 \|<cursor> </notepad> <mode>Normal</mode> <prompt>Draw sword please</prompt> <command>0<EOS>
<BOS> <notepad> 0 \|<cursor> </notepad> <mode>Normal</mode> <prompt>Draw sword please</prompt> <command>i<<Esc><EOS>
<BOS> <notepad> 0 \|<<Esc><cursor> </notepad> <mode>Insert</mode> <prompt>Draw sword please</prompt> <command>4a%<Esc><EOS>
<BOS> <notepad> 0 \|<<Esc>%%%%<cursor> </notepad> <mode>Normal</mode> <prompt>Draw sword please</prompt> <command>a\|<Esc><EOS>
<BOS> <notepad> 0 \|<<Esc>%%%%\|<cursor> </notepad> <mode>Normal</mode> <prompt>Draw sword please</prompt> <command>10a=<Esc><EOS>
<BOS> <notepad> 0 \|<=<cursor><Esc>%%%%\| </notepad> <mode>Normal</mode> <prompt>Draw sword please</prompt> <command>a><Esc><EOS>
<BOS> <notepad> 0 \|<=<><cursor>Esc>%%%%\| </notepad> <mode>Normal</mode> <prompt>Draw sword please</prompt> <command><EOS>
<BOS> <notepad> 0 \|<cursor> </notepad> <mode>Normal</mode> <prompt>ASCII car</prompt> <command>0<EOS>
<BOS> <notepad> 0 \|<cursor> </notepad> <mode>Normal</mode> <prompt>ASCII car</prompt> <command>i`o##o><Esc><EOS>
<BOS> <notepad> 0 \|`o##o><cursor> </notepad> <mode>Normal</mode> <prompt>ASCII car</prompt> <command><EOS>
<BOS> <notepad> 0 \|<cursor> </notepad> <mode>Normal</mode> <prompt>Can you draw a coffee mug?</prompt> <command>0<EOS>
<BOS> <notepad> 0 \|<cursor> </notepad> <mode>Normal</mode> <prompt>Can you draw a coffee mug?</prompt> <command>iC\|_\|<Esc><EOS>
<BOS> <notepad> 0 \|C\|_\|<cursor> </notepad> <mode>Normal</mode> <prompt>Can you draw a coffee mug?</prompt> <command><EOS>
<BOS> <notepad> 0 \|<cursor> </notepad> <mode>Normal</mode> <prompt>Make a fish bones in ASCII</prompt> <command>0<EOS>
<BOS> <notepad> 0 \|<cursor> </notepad> <mode>Normal</mode> <prompt>Make a fish bones in ASCII</prompt> <command>i>++('><Esc><EOS>
<BOS> <notepad> 0 \|>++('><cursor> </notepad> <mode>Normal</mode> <prompt>Make a fish bones in ASCII</prompt> <command><EOS>
<BOS> <notepad> 0 \|<cursor> </notepad> <mode>Normal</mode> <prompt>A drawing of a hacksaw</prompt> <command>0<EOS>
<BOS> <notepad> 0 \|<cursor> </notepad> <mode>Normal</mode> <prompt>A drawing of a hacksaw</prompt> <command>i[\|<Esc><EOS>
<BOS> <notepad> 0 \|[\|<cursor> </notepad> <mode>Normal</mode> <prompt>A drawing of a hacksaw</prompt> <command>7a^<Esc><EOS>
<BOS> <notepad> 0 \|[\|^^^^^^^<cursor> </notepad> <mode>Normal</mode> <prompt>A drawing of a hacksaw</prompt> <command><EOS>
<BOS> <notepad> 0 \|<cursor> </notepad> <mode>Normal</mode> <prompt>Draw a sling shot</prompt> <command>0<EOS>
<BOS> <notepad> 0 \|<cursor> </notepad> <mode>Normal</mode> <prompt>Draw a sling shot</prompt> <command>iY<Esc><EOS>
<BOS> <notepad> 0 \|Y<cursor> </notepad> <mode>Normal</mode> <prompt>Draw a sling shot</prompt> <command><EOS>
<BOS> <notepad> 0 \|<cursor> </notepad> <mode>Normal</mode> <prompt>Create a canoe art</prompt> <command>0<EOS>
<BOS> <notepad> 0 \|<cursor> </notepad> <mode>Normal</mode> <prompt>Create a canoe art</prompt> <command>i.,.,\<Esc><EOS>
<BOS> <notepad> 0 \|.,.,\<cursor> </notepad> <mode>Normal</mode> <prompt>Create a canoe art</prompt> <command>6a_<Esc><EOS>
<BOS> <notepad> 0 \|.,.,\______<cursor> </notepad> <mode>Normal</mode> <prompt>Create a canoe art</prompt> <command>a/,..,.,<Esc><EOS>
<BOS> <notepad> 0 \|.,.,\______/,..,.,<cursor> </notepad> <mode>Normal</mode> <prompt>Create a canoe art</prompt> <command><EOS>
<BOS> <notepad> 0 \|<cursor> </notepad> <mode>Normal</mode> <prompt>Create a ninja star art</prompt> <command>0<EOS>
<BOS> <notepad> 0 \|<cursor> </notepad> <mode>Normal</mode> <prompt>Create a ninja star art</prompt> <command>i*<Esc><EOS>
<BOS> <notepad> 0 \|*<cursor> </notepad> <mode>Normal</mode> <prompt>Create a ninja star art</prompt> <command><EOS>
<BOS> <notepad> 0 \|<cursor> </notepad> <mode>Normal</mode> <prompt>A drawing of a side ways wine glass</prompt> <command>0<EOS>
<BOS> <notepad> 0 \|<cursor> </notepad> <mode>Normal</mode> <prompt>A drawing of a side ways wine glass</prompt> <command>i\|--<<Esc><EOS>
<BOS> <notepad> 0 \|\|--<<Esc><cursor> </notepad> <mode>Insert</mode> <prompt>A drawing of a side ways wine glass</prompt> <command><EOS>
<BOS> <notepad> 0 \|<cursor> </notepad> <mode>Normal</mode> <prompt>ASCII a small tie fighter i saw</prompt> <command>0<EOS>
<BOS> <notepad> 0 \|<cursor> </notepad> <mode>Normal</mode> <prompt>ASCII a small tie fighter i saw</prompt> <command>i\|-o-\|<Esc><EOS>
<BOS> <notepad> 0 \|\|-o-\|<cursor> </notepad> <mode>Normal</mode> <prompt>ASCII a small tie fighter i saw</prompt> <command><EOS>
<BOS> <notepad> 0 \|<cursor> </notepad> <mode>Normal</mode> <prompt>A drawing of an a wave or banner decor</prompt> <command>0<EOS>
<BOS> <notepad> 0 \|<cursor> </notepad> <mode>Normal</mode> <prompt>A drawing of an a wave or banner decor</prompt> <command>i"`-._,-'"`-._,-'"`-._,-'"`-._,-'<Esc><EOS>
<BOS> <notepad> 0 \|"`-._,-'"`-._,-'"`-._,-'"`-._,-'<cursor> </notepad> <mode>Normal</mode> <prompt>A drawing of an a wave or banner decor</prompt> <command><EOS>
<BOS> <notepad> 0 \|<cursor> </notepad> <mode>Normal</mode> <prompt>Can you draw a hour glass on side?</prompt> <command>0<EOS>
<BOS> <notepad> 0 \|<cursor> </notepad> <mode>Normal</mode> <prompt>Can you draw a hour glass on side?</prompt> <command>i\|><\|<Esc><EOS>
<BOS> <notepad> 0 \|\|><\|<Esc><cursor> </notepad> <mode>Insert</mode> <prompt>Can you draw a hour glass on side?</prompt> <command><EOS>
<BOS> <notepad> 0 \|<cursor> </notepad> <mode>Normal</mode> <prompt>Create a spider art</prompt> <command>0<EOS>
<BOS> <notepad> 0 \|<cursor> </notepad> <mode>Normal</mode> <prompt>Create a spider art</prompt> <command>i//O\\<Esc><EOS>
<BOS> <notepad> 0 \|//O\\<cursor> </notepad> <mode>Normal</mode> <prompt>Create a spider art</prompt> <command><EOS>

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Vi-Gym Causal ASCII Trajectories

This dataset contains autoregressive trajectories of a Large Language Model (LLM) agent learning spatial reasoning and geometric drawing within a simulated Vi (Vim) editor environment.

Warning

This dataset is a direct derivation of the source material, it might therefore also contain content not suitable for all audiences. All authors of the original artwork have full ownership.

Dataset Structure

Each record is a discrete step in the environment, capturing the exact state of the editor before a command is issued. The format is designed for Causal Next-Token Prediction training.

Format Specification

<BOS>
<notepad>
[CURRENT ASCII CONTENT]
</notepad>
<mode>[Normal|Insert]</mode>
<prompt>[Grammatically Correct Instruction]</prompt>
<command>
[OPTIMIZED VI KEYSTROKES]

Technical Provenance

Environment Engine: States rendered via the Rust-based Vi-Gym engine.
Keystroke Optimization: Generated using an AST-based compiler prioritizing efficiency via Run-Length Encoding (RLE) and geometric entropy sorting.
Linguistic Robustness: Prompts utilize grammatically correct indefinite articles (a/an) and randomized natural language templates with human-like noise.

Source Credits

Geometric Data: ASCII art shapes sourced from the Curated ASCII Art Database (originally from asciiart.eu).
Logic Backend: Editor state and command interpretation powered by the ViLM core engine (not published yet).

Training Recommendations

Calculate loss only on tokens following the <command>\n tag to focus the model on the mapping between visual state and command execution.

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Models trained or fine-tuned on Antix5/vi-gym-causal-ascii

Collection including Antix5/vi-gym-causal-ascii

ViLM

Collection

This collection regroup all the iteration of the ViLM model familly as well as datasets (details here : https://github.com/Antix5/ViLM) • 2 items • Updated Mar 7