Diamegs/pre-training-tokens
PIT-LLM training data This repository holds the training data of the point-in-time (PIT) language models from Scaling Point-in-Time Language Models: Enabling Economic Evaluation of Embeddings (Bryan Kelly, Semyon Malamud, Johannes Schwab, Teng Andrea Xu; NeurIPS 2026 Evaluations & Datasets Track, arXiv:2607.11889). A point-in-time model is trained only on text that existed up to a given date, so it cannot leak information from the future into backtests or historical studies. To… See the full description on the dataset page: https://huggingface.co/datasets/Diamegs/pre-training-tokens.
| Author / organization | Diamegs |
|---|---|
| License (as declared) | other |
| Downloads | 629 (as reported by Hugging Face) |
| Likes | 0 |
| Created | 28 September 2026 |
| Last updated at source | 16 October 2026 |
Popularity, last 3 days
629 now (+34 since 2026-10-16). Counts as reported by the source, snapshotted daily by Silytics.
Connected in the knowledge graph
- Diamegs/PIT-4B-FT-202112Model · used to train
- Diamegs/PIT-4B-FT-201412Model · used to train
- Diamegs/PIT-4B-FT-201511Model · used to train
- Diamegs/PIT-4B-FT-201612Model · used to train
- Diamegs/PIT-4B-FT-201912Model · used to train
- Diamegs/PIT-4B-FT-202212Model · used to train
- Diamegs/PIT-4B-FT-202012Model · used to train
- Diamegs/PIT-4B-FT-201812Model · used to train
- Diamegs/PIT-4B-FT-202412Model · used to train
- Diamegs/PIT-4B-FT-201312Model · used to train
- Diamegs/PIT-4B-FT-202312Model · used to train
- Diamegs/PIT-4B-FT-201712Model · used to train
- Scaling Point-in-Time Language Models: Enabling Economic Evaluation of EmbeddingsPaper · cites
Recent changes
- 17 Oct 2026 License: none → other
- 17 Oct 2026 Description: none → PIT-LLM training data This repository holds the training data of the point-in-time (PIT) language models from Scaling Point-in-Time Language Models: Enabling Economic Evaluation of Embeddings (Bryan Kelly, Semyon Malamud, Johannes Schwab, T
- 17 Oct 2026 Topics added task_categories:text-generation, point-in-time, lookahead-bias, temporal, pretraining, instruction-tuning, finance, fineweb
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Silytics shows public metadata from Hugging Face and links to the original. Information may be incomplete or out of date. Last refreshed 18 October 2026. Licenses and terms of the original apply to the work itself. Not financial, legal or professional advice.