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is_thoughtful
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uuid
string
chunk_index
int64
chunk_start_index
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chunk_end_index
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num_scored_tokens
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thoughtless_log_prob_sum
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thoughtful_log_prob_sum
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thoughtful_log_prob_per_token
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[ "<thought>\nThe text is mid-sentence, having just introduced a figure reference with \"\\textbf{(a)} $4$ modes and $\", and it is expecting a numerical or symbolic completion to the expression. The next token is likely a number or variable denoting the number of \"modes\" in the figure, followed by a closing delimi...
[ 0 ]
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[ "<thought>\nThe text has just concluded a caption for a figure panel labeled (a), summarizing the number of modes and connecting points found with a VGG16 network on CIFAR-100. The next tokens are likely to continue the caption, probably with a transition to panel (b), possibly introducing another configuration or ...
[ 0 ]
[ false ]
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[ "<thought>\nThe text is mid-way through a LaTeX document, specifically at the start of a new figure environment, right after the `\\begin{figure}[` command. The next token must be the placement specifier (e.g., `htbp`) enclosed in square brackets. The next few tokens will likely include the placement options and th...
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[ "<thought>\nThe text is mid-sentence, ending with the phrase \"previously found\". It is discussing the volume of a simplicial complex in the context of SPRO regularization, and the next tokens must continue the sentence logically. The most likely continuation is a noun phrase describing what is being spanned — lik...
[ 0 ]
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[ "<thought>\nThe next 8 tokens must continue the sentence that was just started, which is discussing the addition of more points to the simplex. The phrase \"We could continue adding more degenerate points to the simplex\" is likely followed by a technical condition or consequence, possibly involving the simplex's v...
[ 0 ]
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[ -17.16178321838379 ]
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[ "<thought>\nThe text cuts off mid-sentence during the phrase \"To ensure these are indeed low-loss\". The next tokens will likely complete this clause, probably with a technical qualifier such as \"regions\" or \"parameter settings\", followed by a methodological detail like \"we apply SPRO regularization\" or \"we...
[ 0 ]
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[ -20.963516235351562 ]
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false
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[ "<thought>\nThe next 8 tokens will almost certainly continue the sentence fragment ending in \"greater than 98%\" by specifying a performance metric—likely \"accuracy\" given the context of CIFAR-10 classification. The local syntax and scientific reporting style require a metric name and possibly a comparison or ad...
[ 0 ]
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[ -11.601764678955078 ]
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[ "<thought>\nThe text cuts off mid-sentence at the phrase \"The ability\", which is the beginning of a new section introducing \"ESPRO: Ensembling with SPRO\". The next few tokens must complete the sentence by naming or describing the ability that ESPRO provides, likely something like \"The ability to ensemble model...
[ 0 ]
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[ "<thought>\nThe text is mid-sentence, with the last token being the citation command `\\citep{lakshminarayanan2017`, which is cut off mid-argument. The next 8 tokens must complete the citation, likely with the year or the remaining part of the author's name or reference key. The most probable immediate continuation...
[ 0 ]
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-65.345245
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[ -65.2291259765625 ]
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false
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[]
End of preview. Expand in Data Studio

Example of a chunk record dataset, made for debugging purposes.

Made by taking the step-1216 validation chunk records of reason-only-k=32-lr=0.00015-replay=0.5 and splitting the doc uuids in half into train and test. Thus, all of a document's chunks lie within exactly one of the splits.

There are (4096/32) * 4864 =622_592$ chunks (including the first chunk) collectively.

Split Chunks Thoughtful Chunks Thoughtful Proportion
train 311_296 38_557 0.1239
test 311_296 38_659 0.1242
Total 622_592 77_216 0.1240
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