datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
financial-statement-modeling-sft-dpo-2026
📈 Enterprise Financial AI, SEC 10-K & Valuation Modeling SFT/DPO Dataset (2026)
High-precision multi-turn instruction tuning and preference optimization dataset with step-by-step arithmetic Chain-of-Thought (<thought>) reasoning chains for fine-tuning LLMs (Llama-3.3, Qwen-2.5-Coder, DeepSeek-R1-Distill, Mistral) into Wall Street Equity Research Associates, M&A Valuation Modelers, and Senior Forensic Auditors.
📊 Dataset Architecture & Highlights
Multi-Turn… See the full description on the dataset page: https://huggingface.co/datasets/beatsprom/financial-statement-modeling-sft-dpo-2026.illumicore-llama2-1k
IllumiCore-1k: Llama2 Formatting
This is a VNF resource allocation dataset (1000 samples) generated by IllumiCore [1], processed to match Llama 2's prompt format [2]:
<s>[INST] <<SYS>>
{{ system_prompt }}
<</SYS>>
{{ user_msg_1 }} [/INST] {{ model_answer_1 }} </s><s>[INST] {{ user_msg_2 }} [/INST] {{ model_answer_1 }} </s>
Here is an example of a dataset record:
<s>[INST] <<SYS>> As a telecommunication realm expert with professional knowledge of network function virtualization and… See the full description on the dataset page: https://huggingface.co/datasets/ar-modeling/illumicore-llama2-1k.reward-modeling-papers
Reward Modeling Papers — FineSet
A research-paper dataset on Reward Modeling Papers, assembled, deduplicated, and quality-scored by
FineSet from arXiv and Semantic Scholar.
📸 This is a dated snapshot — generated 2026-06-19.
It is not auto-updated. Research on Reward Modeling Papers moves fast — new papers land on arXiv every
week. Want this same dataset refreshed daily, on a topic you choose? See the bottom. ↓
Why this dataset
Quality-scored: quality_score… See the full description on the dataset page: https://huggingface.co/datasets/fineset-io/reward-modeling-papers.