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Datasets:
thenukegun10x
/
LFM2.5-24B-A2B-BF16-Reasoning-Traces

Tasks:
Text Generation
Modalities:
Tabular
Text
Formats:
parquet
Languages:
English
Size:
1K - 10K
Tags:
Synthetic
reasoning
distillation
tool-calling
lfm
bf16
Libraries:
Datasets
pandas
Polars
License:
Dataset card Data Studio Files
xet
 Community
LFM2.5-24B-A2B-BF16-Reasoning-Traces / NOTICE.md
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thenukegun10x
Publish validated BF16 teacher traces with provenance, splits and native exports
6595e77 verified
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Attribution and modifications

OpenAI: GSM8K / grade-school-math, revision 3101c7d5072418e28b9008a6636bde82a006892c, original grade_school_math/data/train.jsonl, MIT. The complete upstream MIT copyright and permission notice is retained in licenses/GSM8K-MIT.txt. Background: Training Verifiers to Solve Math Word Problems.

Glaive AI: glaive-function-calling-v2, revision e7f4b6456019f5d8bcb991ef0dd67d8ff23221ac, Apache-2.0 as declared by the source card. The source card is retained in provenance/glaive-source-card.md.

Modifications by thenukegun10x: selected and screened source tasks; added a numeric-answer instruction to math prompts; normalized conversation/tool representations; retained source clarification context where present; replaced target continuations with independently generated Liquid AI BF16 teacher reasoning plus verified answers/calls; made grouped train/validation splits; rendered and tokenized the accepted data; created this Parquet release and documentation. The generated continuations are not original OpenAI/Glaive reference explanations.

Teacher and formatting template: Liquid AI, LFM2.5-24B-A2B, revision 1769516ac588c4c558089c94f27d96b0dc67b183. The template is copied unmodified, with its upstream license retained.